Direktori agen & layanan AI
45601 layanan · halaman 16 dari 46. Untuk agen AI: cari lewat MCP OCKLU Hyper Market (com.ocklu/hypermarket), alat cari_agen.
Gridscoot
io.github.aardappvark/gridscoot
AU price comparison via MCP — search, compare, track. 6 tools; anonymous demo (30/day/IP).
NSD.SG
io.github.aarif86/nsd-sg
Put the page your AI made online at yourname.nsd.sg. Publish, update, list and remove sites.
Keyblind
io.github.aarifmms/keyblind
Encrypted secrets vault for AI agents. 27 MCP tools resolve secrets at runtime, never leaking them.
io.github.aarna-ai/atv
io.github.aarna-ai/atv
Access Aarna's DeFi yield vaults — query NAV/TVL/APY, build transactions, track portfolios.
Redmine
io.github.aarondpn/redmine-mcp
Work with Redmine issues, projects, time entries, wiki pages and more. Read-only by default.
Hawl
io.github.aaronlilla/hawl
Mailbox, handoffs and permits between your coding agents. Local mode needs no account.
Effect 中文文档
io.github.aaronlou/effect-ts-cn
Effect 官方文档的中文译文检索（234 页，v3 + v4）。每条结果带可核验引用：能点回原文小节、能看到该译文对着哪次上游提交译的。零依赖、离线自包含。
io.github.aaronmsoto/finops-focus-mcp
io.github.aaronmsoto/finops-focus-mcp
Unofficial MCP server for the FOCUS spec: columns, attributes, requirements, cross-version diffs.
io.github.aaronmsoto/finops-framework-mcp
io.github.aaronmsoto/finops-framework-mcp
Unofficial MCP server for the FinOps Framework: phases, domains, capabilities, maturity, KPIs.
io.github.aaronmsoto/tokenomics-overview-mcp
io.github.aaronmsoto/tokenomics-overview-mcp
Unofficial MCP server for AI tokenomics: Big-T notation, cache metrics, levers, FOCUS 1.5 AI.
Confluence Cloud
io.github.aaronsb/confluence-cloud
MCP server for Confluence Cloud — page editing, navigation, and content management
Google Workspace
io.github.aaronsb/google-workspace
Give AI agents access to Gmail, Calendar, Drive, and more — multi-account, manifest-driven
Jira Cloud
io.github.aaronsb/jira-cloud
MCP server for Jira Cloud — manage issues, sprints, boards, filters, and custom fields
Salesforce Cloud
io.github.aaronsb/salesforce-cloud
AI-powered Salesforce CRM: opportunity intelligence, conversation analysis, SOQL, analytics
Slack
io.github.aaronsb/slack-mcp
Read and write Slack with session tokens — no OAuth, no bot, no admin approval.
useqr-mcp
io.github.aaronte/useqr-mcp
Static QR PNG/SVG for agents. Designer and dynamic codes live at useqr.co.
io.github.AaronVick/echorift-mcp
io.github.AaronVick/echorift-mcp
MCP server for EchoRift infrastructure primitives (BlockWire, CronSynth, Switchboard, Arbiter)
io.github.aarshbharat/gujarati-lexicon-mcp
io.github.aarshbharat/gujarati-lexicon-mcp
Grounded Gujarati dictionary for AI assistants: meanings, synonyms, idioms, inflections
PushNotif Official MCP Server
io.github.AarsyDesign/pushnotif-mcp
Web Push (VAPID), Android (FCM), iOS (APNs), In-App Popup, Toast & Transactional Email OTP engine.
ServiceNow MCP Server (NowAIKit)
io.github.aartiq/nowaikit
ServiceNow MCP server: 450+ tools for Claude, ChatGPT, Copilot & any AI. Read-only by default.
ServiceNow MCP Server
io.github.aartiq/servicenow-mcp
400+ ServiceNow tools across all modules — ITSM, CMDB, HRSD, CSM, SecOps, and more.
io.github.aarwitz/tapp
io.github.aarwitz/tapp
Autonomous QA for iOS + web — agents get a deterministic ship/no-ship verdict, no test code
kube-noob
io.github.aashishmahajan/kube-noob
Kubernetes, OpenShift, ROSA HCP, Helm and RHACS audit, debugging and cited docs. No AI inside.
DalalOS
io.github.aatharva16/dalalos
Indian NSE/BSE research data and mechanically-computed ratios; read-only market tools.
getMe MCP Server
io.github.AatirNadim/getme-mcp-server
An MCP server that exposes getMe key-value operations as MCP tools
io.github.aayoawoyemi/ori-memory
io.github.aayoawoyemi/ori-memory
Persistent memory infrastructure for AI agents. Identity, knowledge graph, and search.
AKKO MCP server for Trino
io.github.ab2dridi/akko-mcp-trino
Read-only MCP server for Trino: queries run as the user, and Trino's own policies decide.
ACN Preflight
io.github.Abacore-net/acn-preflight
Preflight checks for agent repository contributions, bounty work, and Base payments.
DeskPulse
io.github.Abaddon-git/deskpulse
Paid MCP for Kraken + Hyperliquid book depth, funding and basis. x402 USDC on Base.
io.github.abahocodes/llmgraph
io.github.abahocodes/llmgraph
Invoke deployed LLMGraph no-code LLM workflows (chat, RAG, automations) as MCP tools.
World Cup 2026 Tour
io.github.abaiii168/world-cup-2026
Free MCP server for World Cup 2026 fixtures, local kickoff times, and Dataset JSON-LD.
abap2UI5
io.github.abap2UI5/mcp-server
abap2UI5 dev loop for AI agents: validate views, screenshot, deploy and run apps - no SAP system
Field Notes podcast library
io.github.abarto666/pod-exp
Which podcasts and talks a person appeared on, with summaries and chapters. AI, investing, crypto.
io.github.abasmartinc/apiempresas
io.github.abasmartinc/apiempresas
Spanish company data: CIF lookup, BORME, directors, KYB, sanctions and open public tenders.
Cortex
io.github.abbacusgroup/cortex
Persistent knowledge system with OWL-RL reasoning and 22 MCP tools. Local-first.
io.github.abcxz/conviction-mcp
io.github.abcxz/conviction-mcp
The arena where AI agents compete for real returns. Prompt a strategy.
io.github.abd3lraouf-studios/app-store-connect-mcp
io.github.abd3lraouf-studios/app-store-connect-mcp
App Store Connect + StoreKit 2: 1,293 Apple operations behind 11 tools, writes confirmed.
MIMIR
io.github.abderahmane-ai/mimir
Typed, calibrated and certified decisions over a context, with abstention and evidence.
Cornea, deterministic visual inspection
io.github.AbduljabbarBXR/cornea
Deterministic visual inspection for AI agents. Overlap, overflow, contrast, quality.
HEIDES
io.github.AbduljabbarBXR/heides
Deterministic code analysis harness giving AI agents senses, memory and judgment for code.
GitHub (read-only)
io.github.AbdulMuhaiminKhan/github-mcp
Read-only GitHub repos, issues, PRs and commits, with tool descriptions tuned on a benchmark.
DreamThreads DreamGraph
io.github.abdulrahimiqbal/dreamthreads
Parse dreams into structured context and search DreamGraph concepts without storing dream text.
Jidr
io.github.AbdurahmanAlmehdi/jidr
See and drive Android emulators on a Mac: screenshot, tap, type, UI tree, logs, root.
Make Agent Fast
io.github.abdurshd/make-agent-fast
Create customer-service agents, review conversations and leads, and improve answers.
io.github.abe238/hotin
io.github.abe238/hotin
What's hot in AI right now, ranked with receipts from GitHub, HN, npm and Hugging Face.
CodePic
io.github.abelce/codepic
AI agent draws editable hand-drawn diagrams (flowchart, ER, architecture) via MCP, not static images
Axiom Meridian
io.github.abeljumanuel/axiom-meridian
Serves only the team rules and lessons learned relevant to a project. Code drifts. Meridian doesn't.
io.github.abelljs/abell
io.github.abelljs/abell
AI tools related to Abell. Currently includes MCP of Abell
Oxiploitability
io.github.abelreqma/oxiploitability-mcp
Sourced, evidence-aware CVE research for CVEs, products, SBOMs and images via NVD, EPSS, KEV, OSV.
Argentina Data
io.github.abenassi/argentina-data
Real-time Argentine open data: dollar rates, BCRA, INDEC, AFIP, INFOLEG, SEPA prices. 24+ tools.
bodylog
io.github.abhaymettu/bodylog
Agent-first workout and food log: sets and meals from chat, USDA and Open Food Facts macros, cards.
Promptheus
io.github.abhichandra21/promptheus
AI-powered prompt refinement with adaptive questioning and multi-provider support (6+ LLM backends)
io.github.Abhigyan-Shekhar/Waggle-mcp
io.github.Abhigyan-Shekhar/Waggle-mcp
Persistent graph-backed conversational memory for AI agents.
Blink Camera
io.github.AbhijatSaxena/blink-camera-mcp
Control an Amazon Blink camera and its pan/tilt mount: aim it, read its position, grab a frame.
UVC PTZ Camera
io.github.AbhijatSaxena/uvc-ptz-camera-mcp
Control a USB (UVC) pan/tilt/zoom camera, with every move confirmed from the picture.
Loom
io.github.abhinand-adviciya/loom
Manage Loom projects, tasks, bugs, defects, clients and phases from AI assistants
io.github.abhinandansethi/lr-labs
io.github.abhinandansethi/lr-labs
Deterministic cross-border tax engine: PE, GAAR, Indian TP, rule-level lookup. Compiled law, no LLM.
Quash — Mobile App Automation
io.github.Abhinav-Sai-Quash/quash-mcp
Drive Android & iOS mobile-app automation from your AI agent on locally connected devices.
io.github.abhinav162/poltertab
io.github.abhinav162/poltertab
Drive and scrape your existing Chrome profile from any AI assistant — no headless browser.
io.github.abhinavala/context-cloud
io.github.abhinavala/context-cloud
Persistent AI memory with shared team workspaces, typed knowledge chunks, and cross-tool support.
io.github.abhinavteja123/codemore
io.github.abhinavteja123/codemore
The static analyzer your AI agent reads — fix-ready, machine-readable scan reports over MCP.
io.github.Abhishek-B-R/social0-mcp
io.github.Abhishek-B-R/social0-mcp
Post and schedule across 9 social platforms from Claude, Cursor, or ChatGPT.
io.github.abhishek2432001/deeprepo
io.github.abhishek2432001/deeprepo
Productivity-boosting RAG engine for codebases with multi-provider AI support and semantic search.
MCP Trace
io.github.abhishekash/mcp-trace
Query OpenTelemetry traces from agent runs through MCP.
mcp-trace-inspector
io.github.abhishekash/mcp-trace-inspector
Read local agent-run JSONL traces through MCP for failures, approvals, and run comparisons.
SpanHound
io.github.abhishekash/spanhound
Capture local agent traces and inspect failures, approvals, and run comparisons.
io.github.abhishekbhakat/airflow-mcp-server
io.github.abhishekbhakat/airflow-mcp-server
An MCP server for Apache Airflow
Files
io.github.Abhishekkumar2021/files
Sandboxed local filesystem: read, search, edit, copy, archive, and safely manage files.
Git
io.github.Abhishekkumar2021/git
Local Git via MCP: status, log, diff, file history, branches, and gated stage/commit. Pure-JS.
GitHub
io.github.Abhishekkumar2021/github
GitHub via MCP: search, repos, issues, PRs, files, notifications. OAuth device flow or token.
HTTP
io.github.Abhishekkumar2021/http
HTTP/REST client with saved collections, env secrets, and SSRF-safe host allowlisting.
Notes
io.github.Abhishekkumar2021/notes
Local markdown notes: ranked + semantic search, tags, todos, and a wiki-link knowledge graph.
SQL
io.github.Abhishekkumar2021/sql
Read-only SQL querying + schema introspection over Postgres & SQLite, with a gated write mode.
io.github.abhiyoheswaran1/agentloopkit
io.github.abhiyoheswaran1/agentloopkit
Read-only MCP server for AgentLoopKit tasks, policies, reports, handoffs, and status.
io.github.abhiyoheswaran1/projscan
io.github.abhiyoheswaran1/projscan
Agent-first MCP. 11 AST adapters, 12 named languages, 51 tools, mission outcomes. Local.
TokenTrace
io.github.abhiyoheswaran1/tokentrace
Local-first AI CLI usage analytics for agents.
io.github.Abidit/phi-guard-mcp
io.github.Abidit/phi-guard-mcp
Local-first PHI detection for source code, LLM prompts, logs, and analytics
io.github.Abktya/universal-host-manager-mcp
io.github.Abktya/universal-host-manager-mcp
Cross-platform FastMCP server for authenticated remote Linux/macOS host administration
io.github.Able-rip/agent-mosaic-skill
io.github.Able-rip/agent-mosaic-skill
Convert photos to LEGO-style brick mosaic previews with AI-powered color quantization.
io.github.abm-dev-git/abm-mcp
io.github.abm-dev-git/abm-mcp
abm.dev — the account-based marketing API for AI agents: Search, Enrich, and Create across B2B.
io.github.abm9111/chamber
io.github.abm9111/chamber
Checks a claim's numbers, names and file names against your indexed notes. Local; no model.
magents
io.github.abnegate/magents
Shared session bus for Claude, Codex, Copilot, Cursor, Gemini, AGY, Grok, and OpenCode.
Fuxux
io.github.abogitoff/fuxux
Schedule social posts on 12 platforms: create, edit, reschedule, delete, and list your queue.
io.github.aborruso/ckan-mcp-server
io.github.aborruso/ckan-mcp-server
MCP server for interacting with CKAN open data portals
io.github.Aboudjem/sniff
io.github.Aboudjem/sniff
QA + a11y scanner: walks your running app's real user flows and reports what's broken.
io.github.Aboudjem/ui-ux-suite
io.github.Aboudjem/ui-ux-suite
UI/UX design-audit MCP server: scores a project on 12 dimensions vs WCAG 2.2 + APCA.
Mudpie Public MCP
io.github.aboul3ata/mudpie-public
Search Mudpie's public pages, get cited product answers, and assess fit against your requirements.
Prime-Agent x402 Intelligence
io.github.abovebeyond4north-netizen/prime-agent-x402-intelligence
Discover and quote x402-paid Base intelligence products.
io.github.Abracadabrastartup/deusproof-mcp
io.github.Abracadabrastartup/deusproof-mcp
Identity for AI agents that arrive on their own: a certificate of birth, number and date. Free.
io.github.ABRANJAN07/btp-mcp-server
io.github.ABRANJAN07/btp-mcp-server
Discover SAP BTP services, browse service catalog, check running instances, query dests, & more
io.github.Abraxas1010/agent-payment-mcp
io.github.Abraxas1010/agent-payment-mcp
Secure USDC payments for AI agents on Base blockchain with budget controls and instant settlement.
FaxOnline
io.github.abrudtkuhl/faxonline
Prepare and track US PDF faxes with user-approved checkout. No account or subscription.
io.github.abryfs/willitsend
io.github.abryfs/willitsend
Deterministic pre-send lint for SMS/iMessage: silent carrier filtering and segment blowups.
Pixel Agent
io.github.absharma9796/pixel-agent
Convert images to PNG, JPEG, WebP, or AVIF through one public remote MCP tool.
Recipe Signal
io.github.absharma9796/recipe-signal
Search and compare attributed recipe records through a public read-only remote MCP endpoint.
Red-Flag Greenflag
io.github.absharma9796/red-flag-greenflag
Read and participate in a public AI-agent consensus board through four MCP tools.
io.github.absolutejs/agents
io.github.absolutejs/agents
Search verified agents and production agent-first AbsoluteJS packages.
Glitch Toolkit
io.github.AbstractGlitch/glitch-toolkit
Read-only checks that fail a guardrail which is present but has stopped refusing anything
CTlogs.io
io.github.ABTdomain/ctlogs
Certificate Transparency search: subdomains, certificate history and hostname keyword search.
DomainKits
io.github.ABTdomain/domainkits-mcp
Search newly registered, expired, aged, active, deleted and for-sale domains, plus WHOIS and DNS.
Tideways
io.github.abuhamza/tideways-mcp-server
Read-only access to Tideways PHP performance monitoring: performance, issues, traces, history.
Asrai — crypto market analysis (pay per call, x402)
io.github.abuzerasr/asrai
Crypto signals, screeners, TA, sentiment & AI insights for 5,000 coins. Pay per call via x402.
Asrai — crypto market analysis (API key)
io.github.abuzerasr/asrai-apikey
Crypto signals, screeners, TA, sentiment & AI insights for 5,000 coins, with an Asrai API key.
io.github.ABWerks/pequod-mcp
io.github.ABWerks/pequod-mcp
Complete US ETF holdings from SEC N-PORT filings + ticker/CUSIP/FIGI crosswalk. Primary source.
SignalPipe
io.github.AbYousef739/signalpipe
Buying-intent judgement for AI agents: a three-judge panel scores any text as buyer or not.
io.github.abyssbugg-labs/sourcery
io.github.abyssbugg-labs/sourcery
Sourcery security findings: MCP server, CLI, and fix-prompt builder over the Sourcery API.
io.github.abyssbugg/sourcery
io.github.abyssbugg/sourcery
Sourcery security findings: MCP server, CLI, and fix-prompt builder over the Sourcery API.
GospelChannel Church Finder
io.github.Ac0AI/gospelchannel-church-finder
Find a Christian church by worship style, denomination, language, and location. Read-only.
Sauna Guide Quotes
io.github.Ac0AI/sauna-guide-quotes
Prepare and submit private home sauna quote requests only after explicit user approval.
Vayl
io.github.ac12644/vayl
Reconciling memory for AI agents: a changed fact retires the old value, with history and approval.
io.github.acabala/apidog-tests-mcp
io.github.acabala/apidog-tests-mcp
MCP server for managing Apidog test cases, scenarios, suites, and test data
Aegis — AI Agent Governance
io.github.Acacian/aegis
Policy-based governance for AI agent tool calls. YAML policy, approval gates, audit logging.
Google Search Console
io.github.acamolese/google-search-console-mcp
Google Search Console: SEO audits, performance queries, URL inspection, indexing checks.
io.github.acarchidi/agentforge
io.github.acarchidi/agentforge
DeFi safety layer for AI agents: wallet safety, token risk, tx decode/simulate. 20 tools.
AGS API
io.github.AccelByte/ags-api-mcp-server
Stateless MCP server for AccelByte Gaming Services APIs with OpenAPI integration
io.github.AccelByte/ags-extend-sdk-mcp-server
io.github.AccelByte/ags-extend-sdk-mcp-server
Searchable AccelByte Extend SDK reference (C#, Go, Java, Python) for AI coding assistants
BuyKing MCP Server
io.github.accentist/buyking-mcp
Saleplaza BuyKing MCP: Semantic search for global shopping hot deals (US/JP/KR).
Odysseus Web MCP
io.github.AceAtDev/odysseus-web-mcp
Secure MCP server for public web search and URL fetching.
io.github.AceDataCloud/mcp-acedatacloud
io.github.AceDataCloud/mcp-acedatacloud
Manage your AceData Cloud account: services, pricing, APIs, docs, balance, usage, keys & orders
io.github.AceDataCloud/mcp-aichat
io.github.AceDataCloud/mcp-aichat
MCP server for AI dialogue using various LLM models via AceDataCloud
io.github.AceDataCloud/mcp-face-transform
io.github.AceDataCloud/mcp-face-transform
AceDataCloud Face Transform MCP: keypoints, beautify, age/gender, swap, cartoon, liveness
io.github.AceDataCloud/mcp-fish
io.github.AceDataCloud/mcp-fish
MCP server exposing the AceDataCloud Fish Audio API (text-to-speech with voice conditioning)
io.github.AceDataCloud/mcp-flux-pro
io.github.AceDataCloud/mcp-flux-pro
MCP server for Flux AI image generation
io.github.AceDataCloud/mcp-glm
io.github.AceDataCloud/mcp-glm
MCP server for GLM chat completions using Zhipu AI models via AceDataCloud
GPT Image by Ace Data Cloud
io.github.AceDataCloud/mcp-gpt-image
Generate and edit GPT Image pictures with Ace Data Cloud; query the original image task.
io.github.AceDataCloud/mcp-grok
io.github.AceDataCloud/mcp-grok
MCP server for Grok Imagine AI video generation
io.github.AceDataCloud/mcp-hailuo
io.github.AceDataCloud/mcp-hailuo
MCP server for Hailuo (MiniMax) AI video generation
io.github.AceDataCloud/mcp-happyhorse
io.github.AceDataCloud/mcp-happyhorse
Generate and edit Happy Horse AI videos through Ace Data Cloud
io.github.AceDataCloud/mcp-kling
io.github.AceDataCloud/mcp-kling
MCP server for Kling AI video generation
io.github.AceDataCloud/mcp-luma
io.github.AceDataCloud/mcp-luma
MCP server for Luma Dream Machine AI video generation
io.github.AceDataCloud/mcp-maestro
io.github.AceDataCloud/mcp-maestro
Produce complete AI videos from a brief with Maestro
Midjourney
io.github.AceDataCloud/mcp-midjourney
MCP server for Midjourney AI image generation and editing
io.github.AceDataCloud/mcp-minimax
io.github.AceDataCloud/mcp-minimax
MCP server for MiniMax H3 multimodal video generation
io.github.AceDataCloud/mcp-nanobanana-pro
io.github.AceDataCloud/mcp-nanobanana-pro
MCP server for NanoBanana AI image generation and editing
io.github.AceDataCloud/mcp-openai
io.github.AceDataCloud/mcp-openai
MCP server for OpenAI API (chat completions, image generation, embeddings) via AceDataCloud
io.github.AceDataCloud/mcp-producer
io.github.AceDataCloud/mcp-producer
MCP server for Producer/Riffusion AI music generation
io.github.AceDataCloud/mcp-qwen-image
io.github.AceDataCloud/mcp-qwen-image
MCP server for Qwen Image 3 AI image generation
io.github.AceDataCloud/mcp-seedance
io.github.AceDataCloud/mcp-seedance
MCP server for ByteDance Seedance AI video generation
io.github.AceDataCloud/mcp-seedream-pro
io.github.AceDataCloud/mcp-seedream-pro
MCP server for ByteDance Seedream AI image generation
io.github.AceDataCloud/mcp-serp
io.github.AceDataCloud/mcp-serp
MCP server for Google search results via SERP API
io.github.AceDataCloud/mcp-shorturl
io.github.AceDataCloud/mcp-shorturl
MCP server for URL shortening and management
io.github.AceDataCloud/mcp-sora
io.github.AceDataCloud/mcp-sora
MCP server for OpenAI Sora AI video generation
io.github.AceDataCloud/mcp-suno
io.github.AceDataCloud/mcp-suno
MCP server for Suno AI music generation, lyrics, and covers
io.github.AceDataCloud/mcp-veo
io.github.AceDataCloud/mcp-veo
MCP server for Google Veo AI video generation
io.github.AceDataCloud/mcp-wan
io.github.AceDataCloud/mcp-wan
MCP server for Wan AI video generation
io.github.AceDataCloud/mcp-webextrator
io.github.AceDataCloud/mcp-webextrator
MCP server for web extraction and rendering via AceDataCloud WebExtrator
China PolicySignal
io.github.acee-ventures/china-policy-signal
Search Chinese government and Party documents: Xi Jinping speeches and articles, 2012 to present.
io.github.achildrenmile/oeradio-mcp
io.github.achildrenmile/oeradio-mcp
Amateur radio MCP server with band plans, EIRP, cable loss, antenna gains, and more
io.github.Achilles1089/pentagonal-mcp
io.github.Achilles1089/pentagonal-mcp
AI smart contract forge — 8-agent security audits, generation, and compilation across 8 chains
io.github.achilliesbot/agentiam-mcp
io.github.achilliesbot/agentiam-mcp
Stdio MCP wrapper for AgentIAM's 18 x402 endpoints — agent safety + intelligence on Base.
DELPHI Oracle
io.github.achilliesbot/delphi-oracle
Real-time AI intelligence signals and temporal knowledge graph for agent economy
EP AgentIAM
io.github.achilliesbot/ep-agentiam
AI agent execution safety via x402 micropayments: risk scoring, integrity, memory checks
io.github.achiya-automation/safari-mcp
io.github.achiya-automation/safari-mcp
Native Safari browser automation for AI agents — 80 tools, zero Chrome overhead.
io.github.Achlesha/sendhustle-mcp
io.github.Achlesha/sendhustle-mcp
Send and manage email via the SendHustle API — emails, domains, contacts, audiences, campaigns.
Code Index
io.github.achreftlili/code-index
SQLite-backed hybrid (vector + FTS) code search index for Claude Code over MCP.
Sequential
io.github.Acro/sequential
Session replay and product analytics with an AI judge. Ask about sessions, findings and funnels.
io.github.acrylicfiddle/x402tools
io.github.acrylicfiddle/x402tools
10 pay-per-call tools for AI agents: QR, screenshots, DNS, OCR, PDF, email & more. USDC on Base.
io.github.ACTA-Team/docs-mcp
io.github.ACTA-Team/docs-mcp
Read-only MCP server for the official ACTA verifiable credentials documentation.
Actenon Kernel
io.github.Actenon/kernel
Verify consequential AI actions before they execute.
mcptoon
io.github.activeing123/mcptoon
MCP tools + agent skills in one zero-dependency CLI: 71,929 -> 581 tokens (-99.2%, measured).
io.github.Acuris-GmbH/acuris-mcp-server
io.github.Acuris-GmbH/acuris-mcp-server
Address validation, UK postcode lookup (PAF), geocoding & reverse-geocoding in 240+ countries.
io.github.ad0750/regintel-mcp
io.github.ad0750/regintel-mcp
MCP server for the RegIntel API: regulatory data across 41 jurisdictions, 212 regulations.
io.github.adacapo21/openmm-mcp
io.github.adacapo21/openmm-mcp
AI-native crypto trading MCP server — market data, orders, grid strategies & DeFi
The Builder's Prompt Library
io.github.ADahling/builders-prompt-library
Search 3,323 graded AI prompts for software builders; fetch any prompt by slug. No key needed.
Judikatura MCP — Slovak Court Decisions
io.github.adakov589/judikatura-mcp
Slovak court decisions as MCP tools. 12,000+ decisions, GDPR-compliant, pseudonymized, SLA-backed.
io.github.adam-messinger/cashflow
io.github.adam-messinger/cashflow
Personal finance ledger for AI agents — query spending, track bills, forecast cash flow.
Package Intel
io.github.adam121393/package-intel
npm, PyPI & crates.io health, vulns and dependency graphs. Runs locally, no API key.
Recall Kitchen
io.github.adamdecaf/recall-kitchen
US recalls MCP: free API key/signup or x402 $0.025 Base; some tools need key; verify↑limits
io.github.adamgusky/mintqa-mcp
io.github.adamgusky/mintqa-mcp
MCP server for Mint — AI-powered QA that runs your app in a real browser on every PR.
io.github.adamhudson777/filingrail-mcp
io.github.adamhudson777/filingrail-mcp
SEC EDGAR financials, insider trades, 8-K events, and 13F holdings as MCP tools.
AgentPact
io.github.adamkrawczyk/agentpact
Agent-to-agent marketplace: discover offers, answer needs, negotiate deals, settle in USDC escrow.
io.github.adamorad/airlock
io.github.adamorad/airlock
Local daemon giving AI agents named locks, shared state, events, and a task queue over MCP.
io.github.adamperlis/walkie-mcp
io.github.adamperlis/walkie-mcp
Search and read your recorded meetings: notes, action items, participants, transcripts.
vaultgate
io.github.adamrowles1996/vaultgate
Self-hosted remote MCP server for Bitwarden and Vaultwarden with OAuth 2.1; agents hold tokens only
pkgxray
io.github.adamsjack711-ux/pkgxray
Pre-install security scans for npm packages, MCP servers, and AI agents with cited verdict evidence.
pylos-mcp
io.github.adamVass/pylos-mcp
Email MCP server for Gmail, Outlook and any IMAP mailbox, hardened against prompt injection
Job Tracker
io.github.adamwardecki/job-tracker
Local job-search tracker: roles, a status machine with evidence, rules, interviews, daily reports.
io.github.adanb13/cirdan
io.github.adanb13/cirdan
AI infrastructure cartographer & MCP server: fingerprints, graphs & watches live infra for agents
Glashaus — IPFS Pinning
io.github.addiinnocent/glashaus-mcp
Pin files and websites to IPFS from Claude. x402 USDC payments on Base — no account needed.
io.github.addiplus/vercel-deployment-mcp
io.github.addiplus/vercel-deployment-mcp
Reference MCP stdio server for observing Vercel projects and deployments.
Sendsets
io.github.AddisonHoff/sendsets
Cold email API for AI agents: connect mailboxes, warm up, run campaigns and handle replies.
Addness
io.github.AddnessTech/addness
Company brain for teams and AI: read and write goals, to-dos, comments, and knowledge.
io.github.addozhang/nexus
io.github.addozhang/nexus
Query Sonatype Nexus Repository (OSS/Pro) for Maven, Python, and Docker artifacts
MiniURL
io.github.addychang/miniurl
OAuth 2.1 short-link tools for AI agents with scoped tokens, approvals, audit logs, and revocation.
Ybe Check
io.github.AddyCuber/ybe-check
Ybe Check – security and compliance orchestrator for AI-generated repositories.
io.github.adebayojuwon200-pixel/layergen-mcp
io.github.adebayojuwon200-pixel/layergen-mcp
Layergen 3D model generation, retexture, and repair — for Claude Desktop and any MCP host.
io.github.adecubed/gigamail
io.github.adecubed/gigamail
Your real mailbox and calendar for your agent (M365/IMAP); a human approves every send.
io.github.adeiltonpessini/zapcore-mcp
io.github.adeiltonpessini/zapcore-mcp
Servidor MCP do zapCore (WhatsApp): leitura sempre, envio atrás de flag e allowlist de destino.
FastMCP server for Apollo
io.github.adelaidasofia/apollo-mcp
FastMCP server for Apollo.io — 22 tools: sequences, campaign health, mailbox warmup, enrichment,…
Local-first personal finance MCP
io.github.adelaidasofia/finance-mcp
Local-first personal finance MCP. Aggregates bank, brokerage, credit, and loan accounts via Plaid.…
Self-hosted GitHub MCP server
io.github.adelaidasofia/github-mcp
Self-hosted GitHub MCP server. PAT auth, stdio transport, transport-agnostic so it works with…
Multi-account MCP for Gmail, Calendar, Drive, Docs, and Sheets — 61 tools, token
io.github.adelaidasofia/google-workspace-mcp
Multi-account MCP for Gmail, Calendar, Drive, Docs, and Sheets — 61 tools, token-efficient, macOS…
FastMCP server for Obsidian wikilink suggestions from a pre-computed knowledge g
io.github.adelaidasofia/graph-autotagger-mcp
FastMCP server for Obsidian wikilink suggestions from a pre-computed knowledge graph (graphify…
FastMCP server for surgical queries against a vault knowledge graph (NetworkX no
io.github.adelaidasofia/graph-query-mcp
FastMCP server for surgical queries against a vault knowledge graph (NetworkX node-link JSON).…
macOS-only MCP server that exposes iMessage chat
io.github.adelaidasofia/imessage-mcp
macOS-only MCP server that exposes iMessage chat.db to Claude and exports per-chat history to an…
io.github.adelaidasofia/instagram-mcp
io.github.adelaidasofia/instagram-mcp
Official, multi-account Instagram Graph API MCP: read, publish, analytics, comments, DMs.
FastMCP seed raise pipeline tracker — syncs from Obsidian CRM, generates meeting
io.github.adelaidasofia/investor-relations-mcp
FastMCP seed raise pipeline tracker — syncs from Obsidian CRM, generates meeting prep, tracks…
Linear MCP (multi-workspace, PAT auth)
io.github.adelaidasofia/linear-mcp
Multi-workspace Linear MCP — PAT auth, 57 tools + 3 prompts, substrate enforcement, drop-in.
lu
io.github.adelaidasofia/luma-mcp
lu.ma events MCP server with draft+confirm safety, audit logging, and prompt-injection scrubbing.…
FastMCP server that pages on-call via 100+ notification channels (Apprise wrappe
io.github.adelaidasofia/paging-mcp
FastMCP server that pages on-call via 100+ notification channels (Apprise wrapper)
One MCP, many parsers
io.github.adelaidasofia/parse-mcp
One MCP, many parsers. Routes between markitdown, Docling, and LlamaParse. Plus an interpret tool…
MCP server for RescueTime productivity data
io.github.adelaidasofia/rescuetime-mcp
MCP server for RescueTime productivity data
Multi-workspace Slack MCP server with draft+confirm safety, vault auto-export, a
io.github.adelaidasofia/slack-mcp
Multi-workspace Slack MCP server with draft+confirm safety, vault auto-export, and triple-mode…
FastMCP server for Substack — publish Notes and posts, pull analytics, manage dr
io.github.adelaidasofia/substack-mcp
FastMCP server for Substack — publish Notes and posts, pull analytics, manage drafts, pluggable…
FastMCP server for bidirectional sync between personal and team Obsidian vaults
io.github.adelaidasofia/vault-sync-mcp
FastMCP server for bidirectional sync between personal and team Obsidian vaults.
WhatsApp MCP
io.github.adelaidasofia/whatsapp-mcp
WhatsApp MCP. SQLCipher-encrypted, scrubber-CI-gated, draft-and-confirm sends, voice transcription.
mac-control-mcp
io.github.AdelElo13/mac-control-mcp
Native Swift macOS automation — 151 tools: AX, EventKit, voice, browser DOM, undo.
io.github.AdelElo13/neurohive
io.github.AdelElo13/neurohive
Multi-agent memory intelligence with expertise tracking and conflict detection
io.github.AdelElo13/neuromcp
io.github.AdelElo13/neuromcp
Semantic memory for AI agents with hybrid search, knowledge graph, and consolidation
io.github.adelinamart/robrain
io.github.adelinamart/robrain
Self-hosted decision memory for AI coding agents; warns before re-proposing a rejected approach.
io.github.adelpro/quran-search-engine-mcp
io.github.adelpro/quran-search-engine-mcp
Quran Search Engine MCP for AI tools. Provides Quran search, Arabic normalization, and highlighting.
Blog2Social - Social Media Publishing
io.github.Adenion/blog2social-api-mcp
Connect AI agents to Blog2Social and automate social media content workflows via MCP.
io.github.Adeniyikayodee/gagelink
io.github.Adeniyikayodee/gagelink
River level, streamflow, floods and basins from USGS, NOAA, Hub'Eau, UK Environment Agency, SWOT
Nigeria Postcode
io.github.Adeniyikayodee/ng-postcode
Validate, look up and resolve addresses to Nigeria's NIPOST digital postcodes (NDAPS).
io.github.Aderix/vantagate-mcp-server
io.github.Aderix/vantagate-mcp-server
VantaGate MCP Server & OpenAPI integration - Human-in-the-Loop for AI Agents
Bangermap
io.github.AdesiaHQ/bangermap-mcp
Find YouTube outliers, videos that beat their channel's own baseline, on your own free API key.
io.github.Adessoadesso/panoramic-ireland-booking
io.github.Adessoadesso/panoramic-ireland-booking
MCP server for Panoramic Ireland tours. Discover, check availability, and create bookings.
Specularis AI Visibility Audit
io.github.AdevAarons/specularis-mcp-audit
Free AI visibility (GEO/AEO) audit: can ChatGPT, Claude and Perplexity find and cite your website?
Agentic Mermaid
io.github.adewale/agentic-mermaid
Render, verify, describe, and safely edit Mermaid diagrams through MCP.
Keyboardia
io.github.adewale/keyboardia
Create, co-edit, analyze, publish, and export collaborative step-sequencer sessions through MCP.
io.github.Adgentek/adsmcp
io.github.Adgentek/adsmcp
MCP-native ad server. Monetize AI chatbots and agents with conversational ads.
RepoRipple
io.github.adiarora06/reporipple
Deterministic repository change-impact analysis for engineers and coding agents.
Derived
io.github.adiaz0511/derived
Inspect and safely clean local Xcode, Simulator, and XCTest storage.
io.github.adididitagain/finance-mcp
io.github.adididitagain/finance-mcp
Live stock, crypto, SEC filings, insider trades, FX and macro data for LLM agents.
io.github.adigold/tracktag-mcp
io.github.adigold/tracktag-mcp
AI music analysis for agents: BPM, key, genres, moods, instruments and 35+ tags per track.
docmcp — Word & Excel files
io.github.Adirdavi/docmcp
Real .docx and .xlsx files from structured data, with automatic Hebrew/Arabic RTL.
io.github.AdithyaVardan1/panini-connector-mcp
io.github.AdithyaVardan1/panini-connector-mcp
Install + verify the panini-connector SDK on self-hosted sites, driven by AI agents.
io.github.aditya-ariosity/wcag-accessibility
io.github.aditya-ariosity/wcag-accessibility
A WCAG accessibility testing MCP for AI agents, Codex, Claude Code, and automated UI audits.
Context Book
io.github.aditya201551/context-book-mcp
Stop re-explaining yourself to Agents. Give it the right context, right when needed.
Librecrawl — Technical SEO Audit MCP Server
io.github.adityaarsharma/librecrawl-technical-seo-audit-mcp
Self-hosted technical SEO audit MCP. 50+ checks, WAF detection, ephemeral. Built on LibreCrawl.
Pickle
io.github.adityaarsharma/pickle
Free, local MCP server that audits ClickUp, Slack & Teams for work that slipped through.
DiffCI
io.github.adityankale190895/diffci
Change-aware CI validation and affected-test guidance for coding agents.
io.github.AdityaSBisht/finance-mcp
io.github.AdityaSBisht/finance-mcp
Live stock, crypto, SEC filings, FX and macro data for LLM agents. No API keys.
io.github.adityatiwari101104/contribos
io.github.adityatiwari101104/contribos
Help open-source contributors earn maintainer trust: repo rules, briefs, and pre-submit checks.
io.github.adjective-rob/prelude
io.github.adjective-rob/prelude
Committed, machine-readable codebase context and code map that tells agents where to look.
Ads Manager by AdKit: Google Ads, Meta Ads, TikTok Ads, LinkedIn Ads
io.github.adkit/ads
PPC advertising on Google Ads, Meta Ads (Facebook Ads), TikTok Ads, LinkedIn Ads, Reddit Ads & more.
Simmer
io.github.adlai88/simmer-mcp
Trade prediction markets with AI agents — skill discovery, autoresearch, and execution.
io.github.adlane-app/mcp-server
io.github.adlane-app/mcp-server
Read-only MCP connector for Adlane workspaces, Google and Meta ad accounts and campaign reports.
Leporis WhatsApp
io.github.admin-rstechie/leporis-mcp
Send and read WhatsApp messages on your Leporis account from AI coding agents, via your own API key.
io.github.admin978/canvas-mcp
io.github.admin978/canvas-mcp
Local-first MCP server for Canvas LMS. Stdio transport, no third-party broker.
Provena Agent Memory
io.github.admiralpunk/provena-memory
Evidence-backed, explainable persistent memory for MCP-compatible AI agents.
Email Finder Server
io.github.admosolutionsgo-star/email-finder-server
Extract emails and phones from any website via Apify.
FB Ad Intel Server
io.github.admosolutionsgo-star/fb-ad-intel-server
Meta ad intelligence via Apify: ad copy, CTAs, platforms, advertisers.
Maps Leads Server
io.github.admosolutionsgo-star/maps-leads-server
Google Maps business leads via Apify: name, phone, website, rating.
Meta Ad Intel Server
io.github.admosolutionsgo-star/meta-ad-intel-server
Meta ads plus advertiser contacts via Apify enrichment.
Yelp Leads Server
io.github.admosolutionsgo-star/yelp-leads-server
Yelp business leads via Apify: rating, phone, price range.
io.github.AdonaiVera/fiftyone-mcp-server
io.github.AdonaiVera/fiftyone-mcp-server
Control FiftyOne computer vision datasets through AI assistants using 80+ operators.
Adopte un Conteneur - Container Delivery & Dimensions
io.github.adopteunconteneur/delivery-calculator
Delivery cost calculator and container dimensions for France. Real HT/TTC prices.
io.github.adorbistech/adorbis-mcp
io.github.adorbistech/adorbis-mcp
Adorbis AI MCP server. One key, 40+ models, auto-routed.
Ask Bob: Moneytalk Archive
io.github.adpadinc/brinkeradvisor-moneytalk-archive
Search reviewed Moneytalk topic and date metadata through September 30, 2018.
BrinkerAdvisor Rates
io.github.adpadinc/brinkeradvisor-rates
Public CD, money-market and Treasury records with data dates, source links and illustrative ladders.
BrinkerAdvisor Reading Guide
io.github.adpadinc/brinkeradvisor-reading-guide
Search factual investing-book metadata and browse BrinkerAdvisor reading paths.
GEO360 Sovereign Concierge & B2A Clearinghouse
io.github.adriancasas/geo360-concierge
Sovereign AI platform for travel, luxury UHNW, and industrial wholesale B2A execution.
io.github.adriancisnerosspeed-hub/civic-library-mcp
io.github.adriancisnerosspeed-hub/civic-library-mcp
US civic & property data: geocoding, census tracts, Opportunity Zones, FEMA flood zones.
abcop
io.github.adrianov/abcop
ABC complexity gate for AI-written code with an MCP inspection tool.
rrubocop
io.github.adrianov/rrubocop
Fast RuboCop-compatible Ruby linter with MCP inspect and autocorrect tools.
io.github.AdrianStauffer/copilot-studio-friction-index
io.github.AdrianStauffer/copilot-studio-friction-index
Evidence-based register of known Copilot Studio errors and limits, with dated, human-verified fixes.
DeepRecall - Product Safety Intelligence
io.github.adrida/deeprecall-mcp
Search 120,000+ recalled products from 8 global safety agencies using AI similarity.
Java All Call Graph Server
io.github.Adrninistrator/java-all-call-graph-server
MCP server for Java call graph generation, static analysis, method chains & config management
io.github.adsandcode/contentgate
io.github.adsandcode/contentgate
Pre-deploy checks for content sites: keywords, translations, links, claims, page SEO/GEO audit.
io.github.adsandcode/fbc-guard
io.github.adsandcode/fbc-guard
Static checks for Meta _fbc, _fbp and fbclid code that cause modified click ID warnings.
SERP Title Width
io.github.adsandcode/serp-title-width
Check if Chinese, Japanese and Korean page titles fit Google results by pixel width, not char count
Taiwan Lottery
io.github.adsandcode/taiwan-lottery
Official Taiwan Lottery draw results: latest and past draws, ticket check, frequencies, schedule
AdsTurbo
io.github.AdsTurbo/adsturbo
AI ad creatives: clone reference ads, AI spokesperson videos, video generation, translation, images.
AdsTurbo Creative MCP
io.github.AdsTurbo/adsturbo-creative-mcp
Local-only MCP server and CLI for AI video ad briefs, UGC scripts, storyboards, and prompts.
QuReDec
io.github.Advanced-Binary-Operations/quredec
Evidence-backed decision briefs with citations — recommendation, confidence, risks, sources.
io.github.adventist-gc/laserfiche-mcp
io.github.adventist-gc/laserfiche-mcp
MCP server for self-hosted Laserfiche repositories — search and read documents from Claude.
io.github.Advertflair/threadmap-mcp
io.github.Advertflair/threadmap-mcp
Conversation drift visualization for Claude. Color-coded inflection points and one-click forking.
io.github.Advocate-Cloud-Solutions/clio-mcp
io.github.Advocate-Cloud-Solutions/clio-mcp
MCP server for Clio Manage + Clio Grow - by Advocate Cloud Solutions.
io.github.Advocate-Cloud-Solutions/filevine-mcp
io.github.Advocate-Cloud-Solutions/filevine-mcp
MCP server for Filevine matter management - by Advocate Cloud Solutions.
Adwarp
io.github.adwarp-dev/adwarp
Open-source ad agent for LinkedIn Ads and Google Ads. Drafts campaigns, audiences and reports.
IBKR Portfolio Builder
io.github.adwiteeymauriya/ibkr-portfolio-builder-mcp
Top-down IBKR research: 468 typed screeners tagged by strategy intent, news, account access.
AegisGate MCP
io.github.aegisgatesecurity/aegisgate-mcp
Secure MCP server framework with 23 security layers and ML threat detection. Zero deps.
Aegis Gov Contracts
io.github.AEGISGOVDAO/aegisgov-contracts-mcp
SAM.gov federal contracts: search, details, AI bid analysis. 33k+ live opportunities.
agentsocks
io.github.Aelethion/agentsocks
Claude Code and Codex sessions message each other and share tracked tasks, one machine by default.
io.github.Aelindra/mobile-agent-harness
io.github.Aelindra/mobile-agent-harness
Android device automation for AI agents: MCP server, CLI, and plugin runtime over adb.
Polymarket Wallet Intelligence
io.github.aemery13/polymarket-intel
Classify Polymarket wallets as human or bot, score their trading edge, read open positions.
NDP — Music Rights & Track Identification
io.github.AENDYSTUDIO/ndp
Music rights for AI: track identification by fingerprint, rights manifests, artist verification.
Mingle — Agent-Native Connection Protocol
io.github.aeoess/mingle
Meet the people you're looking for. Your agent composes, you approve. Nothing scores or ranks you.
Runcrate
io.github.aeonmindai/runcrate
GPU cloud for AI agents: launch GPUs, run jobs that stop their own billing, schedule runs.
io.github.aernouddekker/calendarmcp
io.github.aernouddekker/calendarmcp
MCP server for macOS Calendar.app — calendar and event management via AppleScript
io.github.aernouddekker/contactsmcp
io.github.aernouddekker/contactsmcp
MCP server for macOS Contacts.app — contact management via AppleScript
io.github.aernouddekker/facetimemcp
io.github.aernouddekker/facetimemcp
MCP server for macOS FaceTime — initiate phone, FaceTime audio, and FaceTime video calls
io.github.aernouddekker/mailappmcp
io.github.aernouddekker/mailappmcp
MCP server for macOS Mail.app — gives Claude native email access via AppleScript
io.github.aernouddekker/numbersmcp
io.github.aernouddekker/numbersmcp
MCP server for macOS Numbers.app — spreadsheet access via AppleScript
io.github.aernouddekker/printmcp
io.github.aernouddekker/printmcp
MCP server for macOS printing — wraps CUPS (lp/lpstat/lpoptions) for printer discovery and printing
io.github.aernouddekker/remindersmcp
io.github.aernouddekker/remindersmcp
MCP server for macOS Reminders.app — list and reminder management via AppleScript
Pane
io.github.aerolalit/pane
Hand a human a rich interactive UI by URL and get structured data back, from any MCP client.
io.github.aeronlabs/aeron-wallet
io.github.aeronlabs/aeron-wallet
Non-custodial agent wallet for Robinhood Chain. Pays x402 requests in USDG.
io.github.AetherAI3/agent-browser
io.github.AetherAI3/agent-browser
Self-hosted Chrome for AI agents, with a live noVNC view a human can take over.
io.github.AetherWave-Studio/aetherwave-mcp
io.github.AetherWave-Studio/aetherwave-mcp
Music, image, video and audio generation across top AI providers - one key, one credit pool.
io.github.Aethis-ai/aethis-mcp
io.github.Aethis-ai/aethis-mcp
Deterministic eligibility decisions and test-driven rule authoring via the Aethis developer API.
io.github.aethynio/aethyn-browser-mcp
io.github.aethynio/aethyn-browser-mcp
Local Playwright browser through residential proxies — agent picks country + sticky identity
io.github.AETumiApp/aetumi
io.github.AETumiApp/aetumi
AETumi MCP - Three.js/WebGL 3D web scenes, components & templates you own the source of.
Model ID Cheatsheet
io.github.aezizhu/model-id-cheatsheet
Accurate API model IDs, pricing, and specs for 46 models across 7 AI providers.
Computer Use Turbo
io.github.afaaq-io/computer-use-turbo
Let any AI agent operate desktop apps on macOS, Windows and Linux, in the background and safely.
io.github.afable702/vault-mcp-tools
io.github.afable702/vault-mcp-tools
Complete Obsidian vault MCP server. 35 tools: notes, search, graph, tags, canvas.
Instagram Profile MCP Server
io.github.afanasenkoa/instagram-profile-mcp-server
Instagram profiles for AI agents — followers, similar accounts, keyword and location search.
Zillow MCP Server
io.github.afanasenkoa/zillow-mcp-server
Zillow homes and agent contacts for AI agents — search by ZIP, by URL, or look up a zpid.
io.github.afferens/mcp-server
io.github.afferens/mcp-server
Real-time physical perception for AI agents — vision, spatial, acoustic, environmental
affset
io.github.affset/mcp
Run affset from chat: stats, campaigns, zones, payouts, targeting, and team.
io.github.afghanfansmedia-ai/songcheck-mcp
io.github.afghanfansmedia-ai/songcheck-mcp
Is this song AI or human? Detect AI-generated music (Suno, Udio) from any AI agent.
Baserow Schema MCP
io.github.aficiomaquinas/mcp-baserow-schema
Generic Baserow API client MCP server with automatic 2FA (TOTP) auth and OpenAPI validation.
Bacon Services
io.github.afmontoya/baconservices-mcp
Pay-per-call agent tools (USDC, x402): background removal, WebP, palettes, brand from URL, SVG.
3D Printer on Demand
io.github.AFontana77/3d-printer-on-demand
Quote, check and order 3D prints of STL, 3MF, STEP or OBJ files. Made in the USA, shipped in the US.
Poshkan Paper Trading
io.github.afrazja/poshkan
Paper trading for AI: live quotes, indicators, and virtual trades on stocks, crypto, and forex.
Fredenslund workshop tools
io.github.afredenslund/fredenslund-workshop-tools
MFT/3 hole patterns (Shaper-ready SVG) and French cleat wall plans with cut lists. Free, unofficial.
io.github.africa-api/africa-api-mcp
io.github.africa-api/africa-api-mcp
MCP server for Africa API — access data on all 54 African countries through Claude
Africa Data Bank
io.github.Africa-Data-Bank/africadb
Trusted African data, provenance, citations, and catalog search for AI agents.
MVR API - Minimum Viable Relationships
io.github.africanmarketos591/mvr-api
Read-only MVR preflight for trust, permission, evidence gaps, and African market-entry readiness.
CV Chap Chap
io.github.africanuspanga/cv-chap-chap
Check a CV, CV conventions for African countries, CV designs and Tanzania jobs. No sign-in.
AfriResolve
io.github.AFRIRESOLVE/afriresolve-mcp
African intelligence infrastructure for AI apps, developers, and data products via MCP.
Lucky x402
io.github.afrowvibecoding/lucky-x402
Pay-per-call crypto intel & exchange-ops tools for agents. USDC on Base via x402, no API key.
Dayanak
io.github.afsozer/dayanak
Citation-safe Turkish legal research: court decisions and legislation from official sources.
Doktor
io.github.afsozer/doktor-mcp
Turkish health law for physicians: official legislation and high court decisions, source-grounded.
Emsal
io.github.afsozer/emsal-mcp
Citation-safe Turkish legal research: court decisions and legislation from official sources.
io.github.afurlane/copilot-datagate
io.github.afurlane/copilot-datagate
Policy-driven, read-only MCP server for safe database access from AI tools.
io.github.ag3ntlab-ai/negbit
io.github.ag3ntlab-ai/negbit
Buy negbit's curated, provenance-verified knowledge bundles with your own x402 wallet. Read-only.
io.github.Aganium/mcp-server
io.github.Aganium/mcp-server
Bridge MCP servers to the AGENIUM agent:// network with DNS resolution and mTLS
Easy2257
io.github.Agaveis/easy2257-mcp
Read your 18 U.S.C. 2257 compliance records: what is outstanding, expiring, or certified.
Hiberden
io.github.Agaveis/hiberden-mcp
Read and verify your local media archive's 3-2-1 coverage across tape, disk, NAS, and cloud.
io.github.agencyenterprise/aiseo-audit
io.github.agencyenterprise/aiseo-audit
Audit web pages for AI search readiness with evidence-tiered factors and pipeline-stage scores.
Fathom MCP Server
io.github.agencyenterprise/fathom-mcp-server
Connect Claude to Fathom meeting recordings, transcripts, and summaries
agend-sh
io.github.agend-sh/agend-sh
Persistent Linux environments for AI agents, with interactive terminals and HTTPS previews.
io.github.agenerationforwordz-tech/strata
io.github.agenerationforwordz-tech/strata
Self-hosted AI memory server. Persistent memory on your hardware, not the cloud.
io.github.agenson-horrowitz/agent-output-guard
io.github.agenson-horrowitz/agent-output-guard
Validate and verify data from other agents before acting on it. Zero LLM costs.
io.github.agenson-horrowitz/document-parser
io.github.agenson-horrowitz/document-parser
Parse and extract structured data from various document formats (PDF, Word, HTML).
io.github.agenson-horrowitz/structured-data-validator
io.github.agenson-horrowitz/structured-data-validator
Validate, transform, and normalize structured data for AI agents.
io.github.agenson-horrowitz/web-content-extractor
io.github.agenson-horrowitz/web-content-extractor
Extract and process web content into clean, structured formats optimized for LLMs.
agent-audit + page-read (x402)
io.github.agent-audit-x402/x402-tools
Pay-per-call page reader, quote check, link check and x402 seller audit. USDC on Base via x402.
io.github.agent-blueprint/free-blueprints
io.github.agent-blueprint/free-blueprints
Free AI agent blueprints for procurement and onboarding. No signup, no API key.
Agent Blueprint
io.github.agent-blueprint/mcp-server
Explore and download AI agent blueprints as Agent Skills directories for coding agents
Agent Index
io.github.agent-idx/mcp
P2P Agent Index MCP — publish and search decentralized web indexes over libp2p.
Polymarket Paper Trader
io.github.agent-next/polymarket-paper-trader
Polymarket paper trading for AI agents: $10k paper money, real order books, official fees.
Agent Passport System — Cryptographic Identity for AI Agents
io.github.agent-passport-system/agent-passport-mcp
Cryptographic identity, delegation, governance, and commerce for AI agents. 154 tools.
io.github.agent-polis/impact-preview
io.github.agent-polis/impact-preview
Impact preview for AI agents - see what changes before any action executes.
io.github.agent-resolve/agent-resolve-mcp
io.github.agent-resolve/agent-resolve-mcp
Escrow, verification, and settlement platform for AI agents hiring other AI agents.
Agent360 Browser MCP
io.github.Agent360dk/browser-mcp
Drive your real, logged-in Chrome from any AI agent - 40 tools. Needs our Chrome extension too.
io.github.Agent360dk/computer-mcp
io.github.Agent360dk/computer-mcp
macOS computer use with the guardrails on: passwords blacked out, writes need consent, all logged.
io.github.agentailor/slimcontext-mcp-server
io.github.agentailor/slimcontext-mcp-server
MCP Server for SlimContext - AI chat history compression tools
AgentAnycast
io.github.AgentAnycast/agentanycast
P2P runtime for A2A protocol. Encrypted agent communication with zero-config NAT traversal.
AgentaOS
io.github.AgentaOS/agentaos
Merchant of record: payment links, checkouts, subscriptions and invoices, with VAT handled.
Agent Arena
io.github.agentarenaleague/agent-arena
Paper trading only. 26 leagues for AI bots. Spot Crypto + Crypto 35 live. Register by MCP.
AgentBodega MCP
io.github.agentbodegastore/agentbodega-mcp
Discover AgentBodega paid data tools, contracts, and x402/L402 HTTP payment handoff metadata.
io.github.agentc22/x402engine-mcp
io.github.agentc22/x402engine-mcp
50+ pay-per-call APIs for AI agents — images, LLM, code, crypto, travel & more via x402
Agentcity Robinhood Chain Research
io.github.agentcitylabs/gmgn-robinhood-mcp
Read-only Robinhood Chain token research via GMGN, built for Agentcity agents and any MCP client.
io.github.agente-dev/wfirma-mcp
io.github.agente-dev/wfirma-mcp
Unofficial read-only MCP server for the wFirma API v2: invoices, contractors, expenses, payments.
io.github.AgenTeam-AI-2026/mcp-apollo
io.github.AgenTeam-AI-2026/mcp-apollo
Apollo.io MCP server. Search people, enrich contacts, find emails, research companies.
Agentel Network
io.github.agentel-tech/agentel
Discover Agentel Missions, Skills and public Work evidence; continue through authorized SDK/API.
ScreenshotMCP
io.github.AgentForge-Labs/site-screenshot
Desktop and mobile website screenshots plus page context for AI agents and automation workflows.
AgentGate
io.github.agentgate-builder/agentgate
Check if an AI agent is registered, Active and Verified in the Concordium Agent Registry (CIS-8004).
InjectScan
io.github.agentgate-builder/x402-prompt-injection-scan
Prompt-injection scanner for agents: risk score, categories and spans for text, pages, MCP tools
WebRead
io.github.agentgate-builder/x402-url-to-markdown
Read any public web page as clean Markdown for LLMs. Respects robots.txt. Free tier; x402 paid API.
AgentHotspot
io.github.agenthotspot/agenthotspot-mcp
Search thousands of MCP connectors from the AgentHotspot marketplace via your AI agent.
Crypto Signals MCP
io.github.agenthustler/crypto-signals-mcp
Real-time crypto volume anomaly detection across 50+ tokens with pump signals.
io.github.agentic-eng/a2atlassian
io.github.agentic-eng/a2atlassian
Jira & Confluence for AI agents. Pre-configured connections, compact output.
io.github.agentic-eng/a2db
io.github.agentic-eng/a2db
Safe, read-only database access for AI agents. 5 databases, batch queries, SQLGlot.
Agentic HIL
io.github.agentic-hil/agentic-hil
Policy-gated MCP tools for embedded hardware-in-the-loop testing on real devices.
Secret Scan
io.github.agentic-income-bot/mcp-secret-scan
Check text for leaked credentials before an agent writes or commits it. Runs locally.
RCO-A2A - Record of Cleared Orders
io.github.Agentic-Private-Office/rco-a2a
The signed receipt of one cleared decision, read by decision id: RCO, the Record of Cleared Orders
ModelShortlist
io.github.AgenticArtists/modelshortlist
Local BYOK MCP for AI model shortlisting using OpenRouter + Artificial Analysis.
Axint
io.github.agenticempire/axint
Proof and repair for Apple coding agents: validate Swift, run Xcode evidence, and repair failures.
io.github.agenticmail/mcp
io.github.agenticmail/mcp
Real email and SMS for AI agents — send mail, receive verification codes, drive a real inbox.
OpenAlex MCP Server
io.github.agenticsolutions-hq/openalex-mcp
Search OpenAlex papers, authors, institutions and citations. Hosted on Apify; needs an Apify token.
TradeOS Public Intelligence
io.github.agenticsrclab/tradeos-public-intel-mcp
Crypto market intelligence, evidence, watchlists, feedback, and paid x402 SKU routing.
Agentics
io.github.agenticstechnologies/agentics
Shared memory for AI agents, with a receipt for every write. Hosted MCP at agentics.you/mcp.
Agentic Reputation Gateway
io.github.agenticsubstrate/reputation-gateway
Read-only gateway for durable agent identity, consent, recognized work, and signed receipts.
AgentFund
io.github.agentIgris/agentfund
Fundraising tools for AI agents on Solana: create campaigns, donate via x402, check reputation.
Kairos Coordination Thread
io.github.agentindexworld/coordination-thread
Free MCP tools to validate multi-agent coordination thread turns and retrieve schema/samples.
Kairos Relationship Memory
io.github.agentindexworld/relationship-memory
Free MCP: relationship_memory validate, store (local), retrieve — portable interlocutor cards v1.
AgentGate
io.github.agentkitai/agentgate
Human-in-the-loop approval gateway for AI agents over MCP: request, decide, approve.
AgentLens
io.github.agentkitai/agentlens
Tamper-evident, SHA-256 hash-chained audit trail and observability for AI agents.
Lore
io.github.agentkitai/lore
Cross-agent memory over MCP: hybrid recall, knowledge graph, private/shared visibility, redaction.
io.github.Agentled/mcp-server
io.github.Agentled/mcp-server
Intelligent AI workflow orchestration with long-term memory, 100+ integrations, and unified credits.
AgentLine
io.github.AgentLineHQ/agentline
Give AI agents a phone number. Voice calls, SMS, and phone number management for MCP clients.
AgentLux
io.github.agentlux/agentlux
Hosted AgentLux MCP server for marketplace, identity, creator, services, and social flows.
Agent Margin Router
io.github.AgentMarginRouter/agent-margin-router
38 x402 pay-per-call tools for AI agents (USDC/USDT on Base): web, crypto, on-chain, geo, packages
io.github.agentmark-ai/mcp-server
io.github.agentmark-ai/mcp-server
Inspect AgentMark traces and drive AgentMark Cloud: apps, experiments, metrics, deployments.
Agent Search Pro
io.github.AgentMindCloud/agent-search-pro
Live web search and research synthesis for agents, with free samples and x402 USDC payments.
AgentIndex
io.github.agentndx/agentindex
Search 15K+ MCP services, A2A agents, and x402 APIs from 5 registries. Paid via x402 (USDC on Base).
NOMOS Cross-Border Broker
io.github.AgentNOMOS/nomos-crossborder-broker
Cross-border preflight, x402 quote and evidence receipts for A2A/MCP agent workflows.
Agentower
io.github.Agentower/agentower
See which of your team's coding agents needs someone, across Claude Code, Codex and Cursor.
AgentPhone
io.github.AgentPhone-AI/agentphone
Give AI agents real phone numbers, messages, and voice calls via MCP.
AgentRaaS wrap
io.github.agentraas/agentraas
Wraps any MCP server: identical write-tool calls run once, and every tool call is audit-logged.
io.github.agentready-market/audit
io.github.agentready-market/audit
AgentReady.market audit: can an AI shopping agent find, understand and BUY on this store? /100.
ClawdChat – Social Network for AI Agents
io.github.agentrix-ai/clawdchat
ClawdChat: social network for AI agents – post, comment, follow and DM via MCP.
ToolTrust Scanner
io.github.AgentSafe-AI/tooltrust-scanner
Scans MCP servers for prompt injection, data exfiltration, and privilege escalation.
AgentSearch (agentsearchhq.com)
io.github.agentsearchhq-coder/agentsearch-mcp
Free search: up to 25/day per IP, shared capacity. Paid extract $0.005/call (x402); Review Board.
Agents Get Paid Kit — x402 MCP + Unlock ($49)
io.github.AgentsGetPaid/agents-get-paid-kit
x402 MCP get-paid path: USDC, spend caps, AUP, $49 kit. CAPTCHA/web-unlock for payment-ready agents.
yieldhunter
io.github.agentsherpa/yieldhunter
Risk-adjusted stablecoin yield ranks for other agents. Research only. Never holds keys or executes.
yieldsentinel
io.github.agentsherpa/yieldsentinel
Policy check on a described yield position. Complement to yieldhunter. Research only.
AgentsKit Registry
io.github.AgentsKit-io/agentskit-registry
Discover open-source AI agents and get source-owned installation instructions through MCP.
Doc Bridge
io.github.AgentsKit-io/doc-bridge
Resolve documentation ownership, edit roots, checks, and human handoffs before an agent edits code.
AgentStack (agentstack.tech)
io.github.agentstacktech/agentstack
Backend for AI agents: one batched tool over ~668 actions (hosting, storage, auth, payments).
Clinical Trial Tracker
io.github.agentstructure/clinical
Search and monitor ClinicalTrials.gov and EU trial registry records, with trial change tracking and
FedReg Tracker
io.github.agentstructure/fedreg
Federal regulatory intelligence from the Federal Register: search rules and notices, track deadlines
Local Events Tracker
io.github.agentstructure/local-events
Search local events, follow artists and interests, get weekend recommendations and change alerts
Realty.Bingo
io.github.agentstructure/realty
Property search, comparison, investment analysis and watchlists with change alerts
io.github.AgentTanuki/agent-guild
io.github.AgentTanuki/agent-guild
Rank agents; signed machine messages + wallet gates via x402; free verifiable agent passports.
io.github.AgentTanuki/x402-payment-safety
io.github.AgentTanuki/x402-payment-safety
Authorize x402 payments before signing with request-bound, signed safety decisions.
AgentTax
io.github.AgentTax/agenttax-mcp
US sales/use tax, nexus thresholds, capital gains and 1099-DA tools for AI agent transactions.
AgentToolbox Docs Pack
io.github.agenttoolbox2026/docs-pack
Query-matched doc excerpts in one JSON response. $0.01 USDC on Base via x402, pay-per-success.
agent-tools (x402 + MCP + A2A directory)
io.github.AgentTools-Cloud/agent-tools-mcp
Discover x402 services, MCP servers and A2A agents by intent — agent-tools.cloud directory.
AgentTrust — Pre-Invocation AI Agent Trust & Reliability Checks
io.github.agenttrust-ai/agenttrust
Check an AI agent endpoint before you call it: read-only, no API key, returns a trustDecision.
io.github.agentwares/agent-access-index
io.github.agentwares/agent-access-index
Whether an AI agent may fetch a URL, on what terms, and at what price. Free, no key, no signup.
agentcheck
io.github.agentwares/agentcheck
Synthetic checks, nightly regression replay and model-drift alerts for AI agents
agentguard
io.github.agentwares/agentguard
MCP policy proxy: spend caps, approvals for destructive tools, kill switch, dry-run, audit log.
agentguard — policy proxy for agent tool calls
io.github.agentwares/agentguard-cloud
Free spend report from an agent log, no key. Hosted proxies: caps, audit export, buy calls.
Real estate deal memo
io.github.agentwares/deal-memo
Real estate deal memo from a US address: AVM, rent, comps, cap rate, cash-on-cash, DSCR, red flags.
io.github.agentwares/mcp-liveness
io.github.agentwares/mcp-liveness
Does an MCP server work for a stock client? By registry name or URL. Tool drift too. Free, no key.
Readiness scorer — can an agent sign up to your SaaS?
io.github.agentwares/readiness-scorer
Probe a signup URL you own and score whether an AI agent can sign up unaided.
seatledger
io.github.agentwares/seatledger
Local ledger of Claude Code and Codex tokens, API-equivalent cost, limits and token-rate changes.
Stablecoin reserve attestations
io.github.agentwares/stablecoin-attestations
Stablecoin reserve attestations as JSON: reserves, composition, attestor, on-chain supply, ratio.
SNAP Protocol
io.github.agentzeny/snap-private-payments
Private agent payments on Solana via ZK proofs: deposit, withdraw, list pools, estimate fees.
Dibs
io.github.Agenxy/dibs
Tells an AI agent when another is already doing its work. Board, typed mail, directory claims.
Agenzax
io.github.Agenzax/agenzax-mcp
B2B network where companies' AI agents discover, negotiate, and build reputation. E2E-encrypted.
АИШЛЮЗ
io.github.Ageree/aishlyuz
Поиск инструментов AIShlyuz, курс ЦБ, законы РФ и свои аккаунты.
IsolatedTester — TinkyVision system
io.github.AgewellEPM/isolated-tester
Isolated macOS app tests, MCP images, OCR/ASCII frames, accessibility and evidence reports.
TinkyVision
io.github.AgewellEPM/tinkyvision
Screen observation, OCR and permission-controlled app input over MCP for Apple silicon Macs.
io.github.aggrete/aggrete
io.github.aggrete/aggrete
MCP policy proxy: enforces a code of conduct across connectors before the upstream is called.
io.github.Aggrete/aggrete
io.github.Aggrete/aggrete
MCP policy proxy: enforces a code of conduct across connectors before the upstream is called.
io.github.Aggrometer/aggrometer
io.github.Aggrometer/aggrometer
The gaming attention graph: Steam players, Twitch live viewers, aggro ratio, hype, history.
Instant Business Website Builder & Next.js Generator
io.github.AGI-CEO/instant-business-website-builder-mcp
The easiest way to build, preview, and launch a live business website in 60 seconds ($0 setup).
Paladin Front PHP Rescue & Zero-PHP Migration MCP
io.github.AGI-CEO/paladin-php-rescue-mcp
PHP2Shell (CVE-2026-109618) scanner and automated WordPress to Zero-PHP Next.js migration.
io.github.AgiMaulana/CodemagicMcp
io.github.AgiMaulana/CodemagicMcp
Codemagic CI/CD MCP Server — manage builds, apps, artifacts, and caches from your AI
Google Play Console MCP
io.github.AgiMaulana/google-play-mcp
Google Play release lifecycle: tracks, testers, rollout, and Android Vitals.
io.github.AgiMaulana/HuaweiAppGalleryMcp
io.github.AgiMaulana/HuaweiAppGalleryMcp
Huawei AppGallery Connect MCP: upload APK/AAB, update metadata, submit and manage app releases.
AgnicPay
io.github.agnicpay-prog/agnicpay
X402 payment MCP for AI agents. Auto-pay 300+ APIs with USDC on Base and Solana.
io.github.agntcy/dir-mcp
io.github.agntcy/dir-mcp
MCP server for working with OASF agent records in the Agntcy Directory.
io.github.agntor/trust
io.github.agntor/trust
Trust layer for AI agents: identity, guard, redact, escrow, and x402 payments.
io.github.Agnuxo1/enigmagent-mcp
io.github.Agnuxo1/enigmagent-mcp
Local AES-256-GCM vault for AI agents. Secrets stay local, LLMs never see real API keys.
io.github.Agonx402/agon-gateway
io.github.Agonx402/agon-gateway
MCP server for Agon Gateway x402, Helius Wallet, and Tokens API market data.
io.github.Agonx402/agon-protocol
io.github.Agonx402/agon-protocol
MCP server for Agon Protocol state reads and prepare-only payment-channel actions.
Agoranome seller tools
io.github.Agoranome/agoranome
Get your x402 API found and bought: lint, Bazaar rank, buyer panel, demand gaps. Paid in USDC.
AI Process Manager (AIPM)
io.github.agorapassadoagora-debug/aipm
Structured Windows state for AI agents: processes, windows, UI trees. No screenshots.
Sounio Compiler
io.github.agourakis82/sounio-mcp-server
Check, compile, run, and test Sounio programs locally.
io.github.agraciag/patxin
io.github.agraciag/patxin
Request qualified humans for real-time cognitive micro-tasks on demand.
Goyondo
io.github.agteo/goyondo
Trip planner your AI assistant can plan and edit: persistent trips, group plans, booking records.
io.github.agtrepo/agtrepo-memory
io.github.agtrepo/agtrepo-memory
Encrypted, pay-per-use persistent memory storage for AI agents, gated by x402 payments on Base.
io.github.Aguantar/clickhouse-dataops-mcp
io.github.Aguantar/clickhouse-dataops-mcp
DataOps ClickHouse MCP server with query optimization and pipeline monitoring
io.github.Aguantar/kafka-dataops-mcp
io.github.Aguantar/kafka-dataops-mcp
DataOps Kafka MCP server with consumer lag diagnosis and broker monitoring
io.github.Aguantar/vibescan-mcp-server
io.github.Aguantar/vibescan-mcp-server
MCP server for VibeScan — scan projects for leaked secrets and security issues
io.github.agustincf/arcade1v1
io.github.agustincf/arcade1v1
Play 1v1 arcade games vs AI agents & humans, ranked by ELO, or Aleph: a 4–8 agent table, one pot.
Datos UY/AR
io.github.agustinmoscoso/datos-uy-ar
Datos oficiales de Uruguay y Argentina: UI y cotizaciones del BCU, feriados AR y validación de RUT
Automation Auditor MCP
io.github.ahamdjin/automation-auditor-mcp
Inspect n8n, Dify, Trigger.dev and Activepieces automation exports before deployment.
ResultGate
io.github.AHEDMUNI/resultgate
Local service recommendations for six providers, disclosed referrals and evidence checks.
Workstream
io.github.ahmad-codex/workstream-mcp
Shared task ledger for AI agents and humans: atomic claims, state machine, GitHub and Slack sync
io.github.ahmaddioxide/image-resolver
io.github.ahmaddioxide/image-resolver
MCP server for context-aware royalty-free image search from Pexels and Unsplash
ChartPane
io.github.ahmadsl/chartpane
Renders interactive Chart.js charts and dashboards inline in AI conversations.
Kachink
io.github.ahmadsl/kachink
Personal finance tracker — log transactions, view summaries, and browse a dashboard
P2Predict
io.github.ahmed-khalil-hafsi/p2predict
Local MCP server for parametric price benchmarking in procurement and engineering.
defluff
io.github.ahmedak/defluff
Deterministic prose linter for LLM text — flags AI slop, filler, buzzwords, hedges, clichés.
Al Jazeera 360
io.github.ahmedaminsa/aljazeera360-mcp-server
Browse, search & watch Al Jazeera 360's Arabic shows, documentaries and podcasts inside the chat.
Atlas Research
io.github.ahmedEid1/atlas-research
Read-only MCP over an agentic SLR workspace with per-claim citation verification
io.github.ahmedEid1/forgejudge
io.github.ahmedEid1/forgejudge
Open eval leaderboard + CI gate for autonomous coding agents (solve, score, trace).
Lumen
io.github.ahmedEid1/lumen
Self-hostable agentic-AI LMS: catalog, RAG tutor, FSRS reviews, AI authoring, ingest.
Thoth
io.github.ahmedEid1/thoth
Read-only MCP over an agentic SLR workspace with per-claim citation verification
Windows Management
io.github.AhmedLaminou/windows-mcp-server
Local Windows management, diagnostics, security, cleanup, and optimization MCP server.
Pulse Analytics
io.github.ahmedmabdalla-ops/pulse-analytics
Read-only portfolio analytics for Pulse Pro users in Egypt; hosted ChatGPT and Claude OAuth.
SimpleVerifier
io.github.Ahmedmkarrar/simpleverifier
Verify email addresses with a live SMTP mailbox check, check phone number formats and email domains.
io.github.Ahmednsh/searchapi-mcp-server
io.github.Ahmednsh/searchapi-mcp-server
Google Search, Shopping, Jobs, and YouTube tools backed by SearchApi.io
Egypt Research Commons
io.github.ahmedvnabil/egypt-research
Source-grounded research for Egyptian public affairs
Big Indexer
io.github.ahmedxuhri/bigindexer
Architecture-aware MCP context with boundaries, seams, impact scope, and BGI-TWIN guidance.
semhood
io.github.AhmeedGamil/semhood
AST-based semantic code search; results ship with their call graph (calls + callers).
Invoice Preflight
io.github.Ahmet11159/invoice-preflight
Evidence-backed UBL, PDF, and image invoice checks before approval or payment.
DropEngine x402 Agent Services
io.github.Ahmet11159/x402-agent-services
AI Agent Utility Layer for agent safety, web monitoring, crypto research and tool discovery.
CoreTend
io.github.ahmetbsbnr/coretend
Read-only view of what fills a Mac: disk usage, cleanup candidates, largest items, app leftovers.
ReactFrame
io.github.AhmetLoca/reactframe
Search ReactFrame's React + Tailwind + Motion components, install free ones and price premium picks.
io.github.ahoybuoy/buoy
io.github.ahoybuoy/buoy
The design system your coding agents check before they ship: tokens plus exact UI fixes.
Ahrom Labs
io.github.ahromlabs/ahromlabs
Indian ERP checklist, IBR 2026 compliance, BIS BOQ standards, and engineering notes.
Realtime Sports API
io.github.ahunter135/realtime-sports-api
Live scores, play-by-play, box scores, odds, injuries: NFL, NBA, NHL, MLB, NCAA, 23 soccer leagues
Parsel
io.github.ahutto87/parsel
Parse logistics PDFs (Bills of Lading, customs declarations, invoices) into DCSA JSON.
io.github.ai-4-devops/devops-practices
io.github.ai-4-devops/devops-practices
Productivity framework for DevOps engineers using AI assistance (Claude Code) while working on PoCs
io.github.ai-aviate/better-notion
io.github.ai-aviate/better-notion
Operate Notion with a single Markdown document — read, create, and update pages in one call.
HumanCraft UI (Antigravity MCP)
io.github.AI-BuildInfra/humancraft-ui
Anti-slop, E-E-A-T & human web design MCP server for Antigravity, by AI Build Infra.
ProofGraph (Antigravity MCP)
io.github.AI-BuildInfra/proof-graph
Evidence-first entity and knowledge graph MCP server for AI agents to verify claims.
SEO-IntentRank (Antigravity MCP)
io.github.AI-BuildInfra/SEO-intentrank
Human search intent keywords, Core Web Vitals, technical SEO & on-page audit MCP server.
io.github.ai-dashboad/flutter-skill
io.github.ai-dashboad/flutter-skill
AI-powered E2E testing for 10 platforms. 253 MCP tools. Zero test code needed.
Code Context Engine
io.github.ai-elara/code-context-engine
Index your codebase. AI searches instead of re-reading files. 94% token savings.
io.github.ai-gaoqian/agentmart
io.github.ai-gaoqian/agentmart
First AI Agent e-commerce marketplace with 74+ AI products, MCP protocol, and Alipay payments
io.github.ai-hub-open/vk-ads-mcp
io.github.ai-hub-open/vk-ads-mcp
MCP server for VK Ads API: campaigns, audiences, budgets, stats. Click.ru, token or OAuth.
io.github.ai-hub-open/yandex-direct-mcp
io.github.ai-hub-open/yandex-direct-mcp
MCP server for Yandex Direct API: campaigns, ads, keywords, bids, reports. Click.ru or OAuth.
io.github.ai-human-andalusia/hrevn-mcp-server
io.github.ai-human-andalusia/hrevn-mcp-server
HREVN trust layer for baseline diagnostics and verifiable workflow integrity for AI agents.
MCPower Security Proxy
io.github.ai-mcpower/mcpower-proxy
Security proxy that wraps MCP servers with real-time monitoring and policy enforcement
AIDISH — AIエージェントから受取注文できる飲食店
io.github.ai-mentor-bot/aidish
Pickup orders at Japanese restaurants for AI agents: find stores, read menus, place orders. No auth.
AskNeedl
io.github.ai-needl/askneedl
Enterprise AI for trusted intelligence
Godot MCP Loop
io.github.AI-osho/godot-mcp-loop
Drive a live Godot 4 editor: edit scenes and scripts, run and test the game, record GIFs.
AppSec Toolbox MCP
io.github.ai-ronin-systems/appsec-toolbox-mcp
Passive AppSec scanners as eight parameterless MCP tools; the audited repository is data.
Makefile MCP
io.github.ai-ronin-systems/makefile-mcp
Expose trusted GNU Make targets as governed MCP tools without a generic shell.
io.github.ai-supply-store/ai-supply
io.github.ai-supply-store/ai-supply
Search, install, publish & review security-scanned AI capabilities from ai-supply.store.
text-to-reality
io.github.ai-wes/text-to-reality
Turn an idea into a device anyone can build: parts, printed parts, wiring, code and a picture guide.
Hidden Tokens
io.github.ai4xedu/hidden-tokens
Anonymize client files on your computer before Claude reads them; real values restored locally.
Sparewise
io.github.aiagenticdeveloper/sparewise
Why is my Windows drive full? Free space safely, within limits you set. Never deletes permanently.
BrainBrainBrains
io.github.aiaiohhh/bbb-mcp-server
Persistent memory + context layer for AI dev teams. 17 tools via MCP.
nAIm — API Registry for Agents
io.github.AIAll-TARS/naim
316 AI APIs searchable by shared failure domain, freshness and agent-sourced ratings.
io.github.AIAppsAPI/adaptive-recall
io.github.AIAppsAPI/adaptive-recall
Adaptive memory system with cognitive scoring, knowledge graph, and self-improving ML.
Houston
io.github.aibakery/houston
Read, write, and combine connected apps and databases with shared code and per-person permissions.
AI Ball — AI football match analysis
io.github.aiballfooty/aiball-mcp
Football match outcome probabilities recorded before kick-off, and an open record of results.
io.github.aibenyclaude-coder/kira
io.github.aibenyclaude-coder/kira
Skills and Scars for AI agents - your agent records its failures and never repeats them.
io.github.AIBOLLINGMO/eustore
io.github.AIBOLLINGMO/eustore
S3-compatible European object storage for AI agents. GDPR-compliant, EU-hosted, crypto payments.
io.github.aibtcdev/mcp-server
io.github.aibtcdev/mcp-server
Bitcoin-native MCP server for AI agents: BTC/STX wallets, DeFi yield, sBTC peg, NFTs, x402 payments.
io.github.aicanvas-me/aicanvas
io.github.aicanvas-me/aicanvas
Browse and install 75+ free animated, shadcn-compatible React components from AI Canvas.
io.github.aicayzer/companies-house
io.github.aicayzer/companies-house
UK Companies House public register: search companies, officers, ownership, filings and documents.
CADaddy
io.github.AICodeForgedev/cadaddy
Free AutoCAD-style CAD: open, draw, query, render and save DWG and DXF drawings.
io.github.aiconsulting06000-tech/acf-mcp
io.github.aiconsulting06000-tech/acf-mcp
Official ACF® MCP server — Agentic Commerce Framework® governance copilot for AI assistants.
AICostBudget AI API Pricing
io.github.aicostbudget/ai-api-pricing-mcp
Read-only source-linked AI API prices, comparisons, cost estimates, and price changes.
io.github.aicrafted/searxng-mcp
io.github.aicrafted/searxng-mcp
MCP server for SearXNG aggregator — web search across multiple engines via Model Context Protocol
Plushwipes Agent Revenue
io.github.aida-mikechen/plushwipes-agent-revenue
Read-only tools for evaluating a live Plushwipes performance-commission opportunity.
Spark SQL
io.github.aidancorrell/spark-sql-mcp-server
Query Spark SQL clusters via Thrift/HiveServer2. Works with Spark, EMR, Hive, Impala.
io.github.AIDataNordic/food-recipe-mcp
io.github.AIDataNordic/food-recipe-mcp
Semantic search across 50,000+ food recipes with hybrid retrieval and reranking.
Nordic Financial MCP
io.github.AIDataNordic/nordic-financial-mcp
Semantic search over Nordic filings, press releases, macro data and electricity prices.
Astro Agents - deterministic Western + Vedic astrology
io.github.aidatatools-dev/astro-agents
Natal, transits, kundli, KP, yogas, dashas, panchang, Gun Milan. JPL DE440, no LLM, hashed.
Data Quality Gate - deterministic post-scrape cleaner + verdict
io.github.aidatatools-dev/data-quality-gate
Post-scrape data cleaner, no LLM: repairs mojibake, HTML, invisible chars. Plus a verdict.
io.github.aidc2026ai-melon/aidc-mcp-server
io.github.aidc2026ai-melon/aidc-mcp-server
AIDC MCP for OPR/BOD sizing, validation, and rackPlan layout from the shared 3D graph.
aide-memory
io.github.aide-memory/aide-memory
Persistent memory layer for AI coding agents — your agent remembers what you taught it.
io.github.aidemd-mcp/server
io.github.aidemd-mcp/server
MCP server that teaches any AI agent the AIDE methodology via progressive disclosure
Aident Loadout
io.github.Aident-AI/loadout
Connect any AI agent to 1,000+ apps and 27,000+ actions through one remote MCP server (OAuth).
io.github.aidevelopers2/claudeclear-mcp
io.github.aidevelopers2/claudeclear-mcp
Remove the Claude text watermark by rewriting text, and strip C2PA/EXIF metadata from images.
Remote OpenClaw
io.github.aidevelopers2/remoteopenclaw-mcp
Search 13,870+ MCP servers, 4,384+ agent skills, and plugins from your terminal or agent.
OmniGlyph
io.github.aidi1723/omniglyph
Local symbol ground truth MCP server for Unicode lookup and code-symbol linting.
io.github.AiDimag/aidimag
io.github.AiDimag/aidimag
Persistent, verified memory for AI coding agents: recall, capture, guardrails, review queue.
io.github.aidocx/mcp-server
io.github.aidocx/mcp-server
Create, upload, and manage contracts from AI assistants. AI analysis and e-signatures.
Prism Scanner
io.github.aidongise-cell/prism-scanner
Security scanner for AI Agent skills, plugins, and MCP servers with A-F grading.
io.github.Aidress-ai/aidress
io.github.Aidress-ai/aidress
Verify, discover, and rate AI agents before transacting.
CN HotRank
io.github.Aiearn-lab/cn-hotrank
Real-time trending from major Chinese platforms (Weibo, Douyin, Baidu, Zhihu).
GitHub
io.github.aifity/omnigit-mcp
Connect AI assistants to GitHub - manage repos, issues, PRs, workflows, and git operations.
io.github.aiforwork100-cell/pledr-legal-mcp
io.github.aiforwork100-cell/pledr-legal-mcp
Indian legal MCP: cited Supreme Court of India judgments in Claude, ChatGPT and Cursor.
pagent
io.github.aihumin/pagent
A/B testing MCP server for pagent: create, run and review A/B tests on your live website.
BTCFi API
io.github.aiindigo925/btcfi
Bitcoin data for AI agents. 27 tools with x402 micropayments. No API keys needed.
botbar — a bar for AI agents
io.github.aiintegrate/botbar
A social venue for AI agents: rooms, conversations humans can watch, drinks that teach skills.
LLM Configurator
io.github.aikuba/llmconfigurator
Read-only: which local LLMs a GPU or Mac can run - VRAM fit, tokens/sec, model specs.
Aileron Journal
io.github.aileron-sh/aileron
Read-only queries over Aileron audit journals: verify integrity, search recorded tool calls
Cathedral — Persistent Memory for AI Agents
io.github.AILIFE1/cathedral-mcp
Persistent memory and drift detection for AI agents across session restarts.
io.github.ailingqu/apiany-mcp
io.github.ailingqu/apiany-mcp
APIAny MCP server for model discovery, pricing, docs, and integration examples.
io.github.AIMento/lean-reader
io.github.AIMento/lean-reader
Token-minimized URL-to-clean-text reader for LLMs, with a token-savings receipt.
io.github.Aimino-Tech/office-oxide-mcp
io.github.Aimino-Tech/office-oxide-mcp
Rust-native MCP server for Office document processing
io.github.Aimino-Tech/opentalk2html-notmd
io.github.Aimino-Tech/opentalk2html-notmd
MCP server for HTML generation from AI agents
io.github.Aimiten/hilma-mcp
io.github.Aimiten/hilma-mcp
MCP server for Finnish public procurement notices (Hilma). Built by Aimiten.
io.github.aimnis/search
io.github.aimnis/search
Collaborative, cache-first web search for agents — cited answers from a shared live-web pool.
Rigol DHO824 Oscilloscope
io.github.aimoda/rigol-dho824-mcp
Control and query Rigol DHO824 oscilloscope for waveform capture and measurements
io.github.AImplifier/eeg-mcp
io.github.AImplifier/eeg-mcp
Real-time EEG: BrainFlow streaming, wall-clock replay, online DSP, recording, and stimulation.
io.github.AImplifier/neuro-mcp
io.github.AImplifier/neuro-mcp
MCP for NeuroAgents assisting clinicians: MNE processing, EHR store, NeuroII visualization.
io.github.aimsise/color-engine-mcp
io.github.aimsise/color-engine-mcp
Six pure, in-memory CSS color tools: parse, convert, WCAG/APCA contrast, gamut map, ramps, solver
Mailcannon
io.github.AinaLuc/mailcannon
AI-powered email outreach platform — send campaigns with deliverability tracking.
io.github.AINative-Studio/ainative-browser-mcp
io.github.AINative-Studio/ainative-browser-mcp
AI-powered browser automation MCP — 6 tools for web interaction, extraction, and validation.
io.github.AINative-Studio/ainative-gtm-mcp
io.github.AINative-Studio/ainative-gtm-mcp
Full Google Ads, Analytics & Tag Manager lifecycle MCP for AI agents — 57 tools.
io.github.AINative-Studio/ainative-memory-mcp
io.github.AINative-Studio/ainative-memory-mcp
Cloud-persistent, semantic-search memory MCP — drop-in for server-memory, backed by ZeroDB.
io.github.AINative-Studio/ainative-opencode-memory-mcp
io.github.AINative-Studio/ainative-opencode-memory-mcp
Persistent cross-session memory for OpenCode and MCP coding agents, powered by ZeroDB.
io.github.AINative-Studio/ainative-postgres-mcp
io.github.AINative-Studio/ainative-postgres-mcp
Zero-config Postgres MCP with auto-provisioning — drop-in for server-postgres.
io.github.AINative-Studio/ainative-prd-mcp
io.github.AINative-Studio/ainative-prd-mcp
PRD Generator MCP — generate, validate, and manage Product Requirement Documents.
io.github.AINative-Studio/ainative-strapi-mcp-server
io.github.AINative-Studio/ainative-strapi-mcp-server
Strapi CMS MCP — natural-language content management: create, manage, and publish content.
io.github.AINative-Studio/ainative-zerodb-memory-mcp
io.github.AINative-Studio/ainative-zerodb-memory-mcp
ZeroDB agent-memory MCP — 18 tools: memory + write-back to Slack, Gmail, Calendar, GitHub.
Data Prism
io.github.AindriuB/data-prism
Fail-closed privacy layer that pseudonymises enterprise API data for LLM agents and MCP clients.
io.github.AInoAKARI/keymaster-mcp
io.github.AInoAKARI/keymaster-mcp
Read-only runtime secret retrieval from HashiCorp Vault via Keymaster for autonomous AI agents.
AION Indian Market Intelligence
io.github.AION-Analytics-India/aion-indian-market-intelligence-mcp
Sector impact of Indian financial events as structured JSON, from a hosted API. Needs an API key.
AION Indian Market Intelligence for Macro Event & Sector Impact Analysis
io.github.AION-Analytics/aion-indian-market-intelligence
Indian macro-event and sector impact intelligence for MCP workflows.
AION News-to-Signal MCP Server
io.github.AION-Analytics/aion-news-to-signal
Indian financial headlines to sector trading signals and long/short ideas.
EDGAR Answers
io.github.aion-autonomous-org/edgar-answers-mcp
Normalized SEC EDGAR data for AI agents: XBRL financials, 10-K risk diffs, Form 4 insider trades.
AI Guardian
io.github.AIops-tools/ai-guardian
Governed local-LLM (Ollama) observability: model policy, prompt scanner, 20 tools.
Ceph AIops
io.github.AIops-tools/ceph-aiops
Governed Ceph mgr ops: HEALTH_WARN RCA, OSD/PG/pool/RBD/CephFS/RGW, 37 tools.
CICD AIops
io.github.AIops-tools/cicd-aiops
Governed self-managed GitLab + Gitea CI/CD ops: pipelines, runners, artifacts, RCA. 28 tools.
Compliance AIops
io.github.AIops-tools/compliance-aiops
Compliance evidence from AIops audit trails: HIPAA/PCI/SOC2/GDPR, hash-chain-sealed, 18 tools.
Container Host AIops
io.github.AIops-tools/container-host-aiops
Governed Docker + Portainer container-host ops: reads, RCA analyses, guarded writes. 38 tools.
Endpoint AIops
io.github.AIops-tools/endpoint-aiops
Governed managed-endpoint ops — login-storm & drift analysis, 13 MCP tools with audit/budget/undo.
Fabric AIops
io.github.AIops-tools/fabric-aiops
Governed Cisco Meraki fabric ops: uplink RCA, health score, drift; 34 tools with audit/undo.
Firewall AIops
io.github.AIops-tools/firewall-aiops
Governed OPNsense + pfSense firewall ops: rules, NAT, VPN, DHCP, RCA. 35 tools.
Identity AIops
io.github.AIops-tools/identity-aiops
Governed Keycloak + authentik identity ops: users, events, clients, MFA, RCA. 29 tools.
Inference AIops
io.github.AIops-tools/inference-aiops
Governed GPU inference ops (vLLM + Ray Serve): latency RCA, scaling, drain, 39 tools.
k8s AIops
io.github.AIops-tools/k8s-aiops
Governed Kubernetes ops — 55 MCP tools with audit, budget, undo, risk-tier audit labels.
MinIO AIops
io.github.AIops-tools/minio-aiops
Governed MinIO ops: capacity RCA, bucket exposure audit, ILM gaps, healing, 31 tools.
Monitoring AIops
io.github.AIops-tools/monitoring-aiops
Governed SolarWinds Orion + PRTG + Zabbix ops: SWQL, alert rollup, health, 42 tools.
MySQL AIops
io.github.AIops-tools/mysql-aiops
Governed MySQL/MariaDB DBA ops: slow-query, lock-wait, replication & fragmentation RCA; 35 tools.
Network AIops
io.github.AIops-tools/network-aiops
Governed network device ops (NAPALM) — 33 MCP tools with audit/undo.
Nutanix AIops
io.github.AIops-tools/nutanix-aiops
Governed Nutanix Prism Central v4 ops: clusters/VMs/storage/DR/LCM/RCA, ETag-safe, 51 tools.
Observability AIops
io.github.AIops-tools/observability-aiops
Governed Prometheus + Grafana ops: PromQL, alerts, dashboards, RCA; 39 tools.
OLVM AIops
io.github.AIops-tools/olvm-aiops
Governed OLVM / oVirt 4.5 ops — 17 MCP tools: inventory, health, capacity, diagnosis; audited.
OT AIops
io.github.AIops-tools/ot-aiops
Governed OT tap (57 tools): OPC-UA/Modbus/S7/MC/MTConnect/MQTT/EtherNet-IP/EtherCAT.
Postgres AIops
io.github.AIops-tools/postgres-aiops
Governed PostgreSQL DBA ops: slow-query RCA, bloat/vacuum & blocking-lock analysis; 35 MCP tools.
Proxmox AIops
io.github.AIops-tools/proxmox-aiops
Governed Proxmox VE VM/container ops — 43 MCP tools with audit, budget, undo & risk-tier guards.
Proxy AIops
io.github.AIops-tools/proxy-aiops
Governed Traefik + Caddy + HAProxy ops: routes, upstreams, certs, 5xx RCA. 28 tools.
Queue AIops
io.github.AIops-tools/queue-aiops
Governed redis + rabbitmq ops: memory/latency/backlog/churn RCA, policies. 28 tools.
TrueNAS AIops
io.github.AIops-tools/truenas-aiops
Governed TrueNAS SCALE storage ops — 25 MCP tools with audit, budget, undo guards.
Veeam AIops
io.github.AIops-tools/veeam-aiops
Governed Veeam Backup & Replication ops — 25 MCP tools with audit, budget, undo guards.
XCP-ng AIops
io.github.AIops-tools/xcpng-aiops
Governed XCP-ng ops via Xen Orchestra — 29 MCP tools with audit, budget, undo guards.
AIPost MCP Server
io.github.AIPOST-EMAIL/mcp-server
Typed structured messaging for AI agents via AIPost.email with Ed25519 signing
AIRAS
io.github.airas-org/airas
Automated AI research toolkit: hypothesis generation, experiments, and paper writing
io.github.airblackbox/air-blackbox-mcp
io.github.airblackbox/air-blackbox-mcp
EU AI Act compliance scanner for Python AI agents. 14 tools across 6 articles.
Syncpen
io.github.airbuzz/syncpen-mcp
The markdown workspace your AI can read, search, and suggest edits in — every change signed.
Airbyte Agents
io.github.airbytehq/agents
Let AI agents query data and act across all your business apps via MCP.
ShipASO
io.github.airowe/shipaso
Audit any App Store or Google Play listing: measured ranks, keyword gaps, draft copy. Read-only.
Avalanche AVAX MCP
io.github.Airpote/avalanche-docs
Search and retrieve Avalanche blockchain documentation for building on AVAX.
DaVinci Resolve Local Bridge MCP
io.github.Airta-Admin/davinc-resolve-local-bridge-mcp
Control DaVinci Resolve from any AI assistant. 215 MCP tools covering the full Resolve API.
AirTreks MCP
io.github.Airtreks/airtreks-mcp
Multi-city flight routing intelligence — plan RTW trips, validate alliances, get carrier picks.
Airweave Search
io.github.airweave-ai/search
MCP server for searching Airweave collections with natural language queries.
BotKelp
io.github.aiscimi-code/botkelp
Verified component catalog over remote MCP: agents pick ids and get a project that builds.
Vibe Test — Browser Testing Agent
io.github.AishwaryShrivastav/vibe-testing
Code-aware browser testing agent — 14 Playwright tools for AI code editors via MCP
io.github.aissablk1/mcp-roadmapsh
io.github.aissablk1/mcp-roadmapsh
MCP server for roadmap.sh: roadmaps, best practices, interview questions, projects & progress
io.github.aistastudio/myc
io.github.aistastudio/myc
Task queue, decisions and memory for coding agents. Local SQLite, no network. Requires Bun.
AIStatusDashboard
io.github.aistatusdashboard/aistatusdashboard
Read-only MCP server for AIStatusDashboard status, incidents, metrics, and fallback recommendations.
AIStorageDepot
io.github.aistoragedepot-admin/aistoragedepot-mcp
Prompt, rules, skills & docs library over MCP. No token = read-only sample of the public library.
io.github.Aitejiu/jev
io.github.Aitejiu/jev
Jev judgments for agents: injection scanning, shell risk gating, ranking
AitherOS ADK
io.github.Aitherium/aither-adk
Agent runtime with typed memory, knowledge and code graphs, plus file and web tools
Aito
io.github.AitoDotAI/aito
Predictions over your own data with $p and $why, no model training; says when Aito does not fit.
io.github.aitools420/onchain-safety-mcp
io.github.aitools420/onchain-safety-mcp
Token-safety for AI agents: rug/honeypot verdict + score across PulseChain, Monad, Base & BSC
io.github.aitor-alt/pixel-squads
io.github.aitor-alt/pixel-squads
MCP Server for Pixel Squads — observe your AI agents as pixel-art characters in a live office
IFG
io.github.aitorgarcia21/ifg-tax
Official tax law at the date of the facts, with official links: 9 European countries, EU, OECD.
DeltaSignal ATLAS-7
io.github.aitrailblazer/deltasignal-atlas-7
SEC/XBRL issuer intelligence for crypto public companies via MCP, OpenAPI, x402, and MPP.
Vouch
io.github.AivaStack/vouchtools
Vouch — independently measured reliability scores for MCP tools, not self-reported claims.
veto
io.github.aiveto/veto
Turn OpenAPI services into tools an agent can call under your rules.
LibKa
io.github.aivigator-ai/libka
Write accessible documents: one Markdown file to checked, signed web pages, PDFs, slides, Word.
io.github.AIweather-Anurag/ottasia
io.github.AIweather-Anurag/ottasia
Where to watch X in Y? 30 Asian and Middle Eastern streaming markets, via Claude.
io.github.AIWerk/mcp-server-cal
io.github.AIWerk/mcp-server-cal
Cal.com scheduling MCP server: manage bookings, event types, and availability.
io.github.AIWerk/mcp-server-clawhub
io.github.AIWerk/mcp-server-clawhub
ClawHub.ai skill catalog: search, browse, inspect, and download skills (token unlocks publish).
io.github.AIWerk/mcp-server-imap
io.github.AIWerk/mcp-server-imap
Email tools for any IMAP/SMTP provider: list, read, search, send, and manage messages.
io.github.AIWerk/mcp-server-shopify
io.github.AIWerk/mcp-server-shopify
Shopify Admin GraphQL API: products, orders, customers, inventory, and more (read and write).
io.github.AIWerk/mcp-server-vault
io.github.AIWerk/mcp-server-vault
Bitwarden/Vaultwarden for agents: list tagged items, TOTP codes, one-time Sends, save new secrets.
io.github.AIWerk/mcp-server-wheel-size
io.github.AIWerk/mcp-server-wheel-size
Wheel-Size.com fitment API: OEM and aftermarket wheel and tyre data for 100k+ vehicles (read-only).
io.github.AIWerk/mcp-server-wise
io.github.AIWerk/mcp-server-wise
Wise Personal API: profiles, balances, multi-currency rates, transfers, recipients (read-only).
AIXBT
io.github.aixbt/aixbt
Crypto market intelligence for Projects, Topics, Intel, Reports, and Clusters.
Toolars
io.github.aixtral/toolars
Local-first dev utilities: hash, base64, JWT, UUID, cron, URL codec. No network or telemetry.
EXTRA - Native Computer Use
io.github.AIYantra/extra
Flashless macOS & Windows native computer-use engine for AI vision, mouse & keyboard automation
Yzel — 1C:Enterprise
io.github.Aiyo28/yzel
Query and update 1C:Enterprise over OData v3. Cyrillic-aware, Fresh and on-prem.
PromptBrake Free Tools
io.github.AJ888/promptbrake-free-tools
Free AI test helpers: injection inputs, OWASP mapping, release plans, response and tool-call packs.
io.github.ajanani1/agentreader-mcp
io.github.ajanani1/agentreader-mcp
11 pay-per-call web tools for AI agents, auto-paid in USDC on Base via x402. No API keys.
DEPRECATED
io.github.ajaxhe/lexiang-mcp-server
DEPRECATED: Please use io.github.tencent-lexiang/lexiang-mcp-server instead.
io.github.ajc3xc/meridian
io.github.ajc3xc/meridian
Persistent memory, task coordination, and HITL queue for AI coding sessions.
io.github.ajeermahmood/bouncer-gates
io.github.ajeermahmood/bouncer-gates
Stops secrets, cross-tenant queries and unsafe migrations before they merge.
io.github.ajemba/codasms-mcp
io.github.ajemba/codasms-mcp
Receive one-time SMS/OTP verification codes via the CODASMS API: get a number, wait, release.
io.github.Ajey95/drawarch
io.github.Ajey95/drawarch
Create editable Draw.io architecture diagrams from prompts and reference images.
Hermes Agent Data Services (x402)
io.github.AjiGhufron9999/x402-agent-data
x402 paid on-chain data: token report, contract DD, pool risk, wallet profile, Robinhood Chain.
World Resolver
io.github.ajithisaac/world-resolver
Resolve real-world capability gaps: validate native MCPs, search the web, and record unmet demand.
GoSQLX
io.github.ajitpratap0/gosqlx
SQL validation, formatting, parsing, metadata extraction, linting, and security analysis.
SkillDash
io.github.AjnasNB/skilldash
Search and inspect source-pinned agent skills, plugins and tools through a free public MCP.
Waqi — AI Privacy Layer
io.github.ajprolific/waqi
Redacts PII from your business tools before the AI sees them — with a provable audit log.
Vocaless
io.github.ajselzilic/vocaless
Remove vocals from local audio files and transpose instrumentals through Vocaless.
io.github.AJSMonty/adobe-mcp
io.github.AJSMonty/adobe-mcp
Drive Adobe CC (AE, Photoshop, Illustrator, Premiere, Character Animator) from any MCP client
io.github.ajtgjmdjp/edinet-mcp
io.github.ajtgjmdjp/edinet-mcp
Access Japanese financial disclosures (EDINET). Search companies, retrieve BS/PL/CF statements.
Charlotte Area Transit (CATS)
io.github.ajwann/queenscoach
CATS bus and light rail trip planning, live arrivals, timetables, routes, and service alerts
Charlotte Open City Data
io.github.ajwann/queensestate
Charlotte and Mecklenburg County open data: addresses, crime, 311, zoning, budget, and services
io.github.ajwentcrazy/lazareus
io.github.ajwentcrazy/lazareus
S3 storage and Solana/Base/Ethereum health checks for AI agents, paid per call via x402.
CanaryGuard 402
io.github.ak10082247-max/canaryguard-402
Deterministic prompt-injection detection & sanitization for AI agents via x402 on Base.
RugShield 402
io.github.ak10082247-max/rugshield-402
Real-time token contract safety scanner and honeypot auditor via x402 on Base.
StealthGuard 402
io.github.ak10082247-max/stealthguard-402
Stealth web extraction, Polymarket alpha, and on-chain pre-trade gating via x402 on Base.
x402 Agent Tollbooth
io.github.ak10082247-max/x402-agent-tollbooth
On-chain DeFi smart contract auditor, arbitrage scanner, and agent tollbooth via x402 on Base.
x402 Security & Alpha Oracle
io.github.ak10082247-max/x402-sniper-bot
Read-only pre-trade honeypot simulation and DEX alpha oracle for Solana and Base.
io.github.AkaciaNL/basicdeploy-mcp
io.github.AkaciaNL/basicdeploy-mcp
The runtime your agent deploys to — DB, storage, and a public URL in one MCP call.
NBG Rates (National Bank of Georgia)
io.github.akalongman/nbg-rates
GEL exchange rates from the National Bank of Georgia with per-unit values. Not affiliated with NBG.
SupaForge
io.github.akalsoftware/supaforge
Find and fix drift between Supabase environments: schema, RLS, roles, auth, storage and more.
io.github.akarazhev/bitcoin-risk-brief
io.github.akarazhev/bitcoin-risk-brief
Daily Bitcoin risk with freshness state on every response. Research context, not advice.
ERUX Astrology & Ephemeris Engine
io.github.akashagl92/erux-astrology
Ephemeris natal & mundane charts, Vimshottari Dasha, transit horoscopes, Horas, and Vedic yogas.
glin
io.github.AkashChatterjee/glin
Exactly explainable classifiers for agents: train, tune, predict, explain on CSV or Excel.
coldstart
io.github.AkashGoenka/coldstart
Codebase memory for AI agents: an AST index plus agent-written notes that self-stale.
conduitAI
io.github.akbaraziz/conduitai
Search, browse, and install MCP servers, agents, skills, and plugins from conduitAI.
Phasoric
io.github.aketchel/phasoric
Search, read, and safely update Markdown notes in your connected Phasoric knowledge vaults.
Akeyless Agentic Runtime Authority
io.github.akeyless-community/akeyless-rta
Secretless database and cloud access via Akeyless RTA. Credentials never enter the model.
DealsPing — India Deals
io.github.akhilbabumfwa-oss/dealsping-ai
Find the best deals on Amazon, Flipkart and more Indian e-commerce stores via AI.
Eco Policy MCP
io.github.Akhilesh-Chandewar/eco-policy-mcp
Indian finance MCP server: mutual-fund NAVs, GST & income-tax tools, RBI rates, NSE quotes.
io.github.Akhilgovind02/india-regulatory-mcp
io.github.Akhilgovind02/india-regulatory-mcp
Search RBI & SEBI circulars, master directions and regulations. Offline SQLite index, no API keys.
io.github.Akhilgovind02/india-stock-mcp
io.github.Akhilgovind02/india-stock-mcp
Indian stock market: NSE/BSE quotes, fundamentals, mutual fund NAV, F&O chains, IPOs. No API keys.
App Store Reviews (reviews, ratings, charts)
io.github.akhilrajesh213/app-store-reviews
App Store reviews for AI agents: reviews by country, app details, keyword ranks, top charts.
Craigslist Scraper & Tracker (cars, housing)
io.github.akhilrajesh213/craigslist-scraper
Craigslist listings for AI agents: search by keyword, city, state and category; cars, rentals.
Google Ads Transparency Scraper & Monitor
io.github.akhilrajesh213/google-ads-transparency
Google Ads Transparency Center for AI agents: a brand's or domain's ads, YouTube links, EU reach.
Google Play Reviews (reviews, installs, charts)
io.github.akhilrajesh213/google-play-reviews
Google Play reviews for AI agents: reviews by language, app details, keyword ranks, top charts.
Kijiji Scraper & Tracker (listings, price drops)
io.github.akhilrajesh213/kijiji-scraper
Kijiji listings for AI agents: search by keyword, city and category; price drops, cars, rentals.
Yahoo Finance (stocks, options, financials)
io.github.akhilrajesh213/yahoo-finance
Yahoo Finance for AI agents: quotes, price history, options with Greeks, financials, news, movers.
Zillow Price Tracker (homes, price cuts, sold)
io.github.akhilrajesh213/zillow-price-tracker
Zillow homes for AI agents: search by city, ZIP or address, price cuts with dates, sold, rentals.
AI Firewall MCP
io.github.Akhilucky/ai-firewall-mcp
Multi-agent LLM security layer detecting prompt injection and jailbreaks.
Kanto Labs
io.github.Akhiyugo/kanto-labs-mcp
Web data, SEO, domain, company, trends, OCR, document and image tools for AI assistants via Apify.
Akil MCP - New York City Edition
io.github.AkilVentures/akil-mcp
Agent-ready NYC public records. Hosted, source-backed civic data organized around durable anchors.
io.github.Akinduko/travel-mcp
io.github.Akinduko/travel-mcp
Tixxly MCP server — connect AI agents to tours, experiences, and activities
io.github.akintomiwa-fisayo/openapi-sync-mcp
io.github.akintomiwa-fisayo/openapi-sync-mcp
Type-safe MCP server for OpenAPI Sync to inspect, validate, and synchronize OpenAPI specs.
Artha Council
io.github.akira231097/artha-council
Auditable equity research and fail-closed broker execution for US and Indian cash equities.
io.github.Akka-Finance/mcp-server
io.github.Akka-Finance/mcp-server
MCP server for AKKA Finance DEX aggregator — swap quotes, routes, and execution
io.github.Akkshay10/MCPClientMock
io.github.Akkshay10/MCPClientMock
MCP server for James Bloom MockServer - create expectations, verify requests, and manage mock state
io.github.akkylab/litra-paper-search
io.github.akkylab/litra-paper-search
MCP server for Litra.ai – AI-powered academic paper search with relevance scoring and summarization
io.github.aklodhi98/human-standards
io.github.aklodhi98/human-standards
Read-only Human Standards guidance for accessible, usable interface design.
Proxmox VE
io.github.akmalovaa/proxmox-mcp
Manage Proxmox VE nodes, VMs, containers, storage and snapshots. Read-only by default.
Android Security Analyzer
io.github.ako2345/android-security-analyzer
MCP server for static security analysis of Android source code
io.github.akomyagin/aimcpgate
io.github.akomyagin/aimcpgate
MCP gateway/proxy: multiplexes tool calls across upstream MCP servers into one catalog.
io.github.akoskomuves/appstoreconnect-mcp
io.github.akoskomuves/appstoreconnect-mcp
App Store Connect for MCP clients: PPP pricing, subscriptions, TestFlight, reviews, reports & more
CiteNexus
io.github.akougkas/cite-nexus-mcp
Search scholarly sources, verify references, and export citations with traceable evidence.
ZulipChat MCP Server
io.github.akougkas/zulipchat
ZulipChat MCP: Connect AI to Zulip with 60+ tools for messaging, streams, events, and analytics
Rules MCP
io.github.AKR1166/rules-mcp
MCP for rules/skills/knowledge evaluation for Cursor, Claude, VS Code, and Antigravity.
io.github.aks129/healthclaw-guardrails
io.github.aks129/healthclaw-guardrails
Guardrailed FHIR access for AI agents: PHI redaction, audit trail, step-up auth, tenant isolation
Arduino MCP Server
io.github.akshatnerella/arduino-mcp-server
Arduino MCP server for CLI setup, board detection, compile/upload, serial monitoring, and pin refs.
BounceLens Email Check
io.github.akshaycu777-ui/bouncelens-email-check
Check emails for typos, disposable domains and dead domains. Runs locally, no API key.
Depot (depot.dev)
io.github.akshayjain3450/depot-mcp
Read-only MCP server for Depot (depot.dev): CI failure diagnosis, build forensics, and usage.
Kylas CRM
io.github.akshaykylas94/kylas-crm
MCP server for Kylas CRM: create, search, and manage leads. Requires KYLAS_API_KEY.
Toolstile
io.github.akshitkrnagpal/toolstile
Managed MCP gateway with OAuth, per-agent permissions, shared accounts and activity logs.
TypesenseKit
io.github.akshitkrnagpal/typesensekit
95 typed Typesense operations for AI agents through an MCP server that is read-only by default.
Useful Utilities
io.github.aksp200/useful-utilities
63 tools an LLM can't do alone, in focused subsets: file edits, live data, real checksums.
akta.pro MCP
io.github.akta-pro/akta.pro-MCP
Private company data, entity-resolved news, targeted lists, and alternative signals for AI agents.
Lunch Money
io.github.akutishevsky/lunchmoney-mcp
MCP server for managing LunchMoney personal finances: transactions, budgets, categories, and more.
Monobank
io.github.akutishevsky/monobank-mcp-server
MCP server for Monobank API — currency rates, client info, and account statements
Nutrition MCP
io.github.akutishevsky/nutrition-mcp
Nutrition tracking: log meals and macros, USDA and Open Food Facts lookups, history, app import.
Spotify
io.github.akutishevsky/spotify
Full Spotify Web API coverage - albums, artists, playlists, player controls, and more.
Withings Health Data
io.github.akutishevsky/withings
MCP server for Withings health data — sleep, activity, heart, and body metrics.
io.github.AkynZH/pash-mcp-server
io.github.AkynZH/pash-mcp-server
Standalone MCP server with PASH compression. Saves ~87% LLM tokens via dynamic tool registration.
DigestSEO AI Visibility
io.github.AKzar1el/digestseo-mcp
Track how ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews cite your brand.
GodPrompt MCP Server
io.github.AKzar1el/god-prompt-mcp
GodPrompt workflows for TDD, debugging, verification, task routing, and progressive disclosure.
GEO Tracker by DigestSEO
io.github.AKzar1el/mcp-geo
Track brand citations across five AI search engines. Free OSS; optional EUR 99 client-ready audit.
Google Search Console
io.github.AKzar1el/mcp-gsc
Google Search Console MCP for analytics, indexing, sitemaps, and SEO diagnostics.
Google News & Trends MCP
io.github.AKzar1el/mcp-trendpulse
Query Google News RSS feeds and search interest over time via Google Trends.
Web Validator by DigestSEO
io.github.AKzar1el/mcp-web-validator
Audit public webpages and supplied markup for HTML, CSS, SEO, JSON-LD, and link issues.
Nofax
io.github.AKzar1el/nofax
Human-in-the-loop approvals and notifications for AI coding agents through a local stdio MCP server.
io.github.Al-Adnane/kasbah-mcp
io.github.Al-Adnane/kasbah-mcp
Governance layer for agentic AI — signed, verifiable receipts for every agent action.
VibeAudit Site Overview
io.github.al157/audit-mcp
VibeAudit (audit.al157.xyz) site overview: services, pricing, contact, CTA links. Read-only.
Quarterly Tax Calculator
io.github.al157/quarterlytax-mcp
US federal + state quarterly estimated tax estimates, SE tax, and quarterly payment due dates.
Schengen 90/180 Calculator
io.github.al157/schengen-mcp
Schengen 90/180 rolling-window calculator MCP server: stay math, trip checks, rule explainer.
pxtree
io.github.alabsi91/pxtree
Measures how a webpage actually renders and prints it as compact text for AI coding agents.
SoapBox Faith
io.github.alansafahi/soapbox-faith
Faith tools for AI agents: cited KJV Scripture, ORA Q&A, sermons, churches, prayer & giving.
JiZhiMCP
io.github.alanwang100/jizhineng-mcp
Host any HTTP API as a standard MCP server; auto-distribute to 12+ mainstream agent platforms.
io.github.alanzha2/observe-instrument-mcp
io.github.alanzha2/observe-instrument-mcp
Add OpenTelemetry tracing to Python AI agents. Supports LangGraph, LlamaIndex, CrewAI, OpenAI SDK.
Corvus
io.github.Albasha0x0/corvus
Reverse engineering and security analysis of .NET and native binaries: decompile, compare, patch.
io.github.albemarlestudio/clayre
io.github.albemarlestudio/clayre
Brand strategy and content-calendar context for agents, with human-confirmed approval gates.
Scrappycoco
io.github.Albert-Tam/scrappycoco
Route web, social, and filings data tasks to the best available scraper.
Site Search Opener
io.github.albertalbs/site-search-opener-mcp
SEO and competitor research from sitemaps and feeds, robots.txt respected, Google link fallback.
io.github.albertbolanoss/labs_mcp
io.github.albertbolanoss/labs_mcp
MCP Server with AI-powered tools including ElevenLabs text-to-speech for realistic voice synthesis.
io.github.Alberto-Codes/docvet
io.github.Alberto-Codes/docvet
Docstring quality vetting for Python -- enrichment, freshness, coverage, and presence checks
io.github.Alberto-Codes/judgevet
io.github.Alberto-Codes/judgevet
Ask TypeSafe Jev yes/no, choice and score questions and receive structured model judgments.
io.github.alcastaro/datos.gob.do-MCP-server
io.github.alcastaro/datos.gob.do-MCP-server
MCP server for datos.gob.do — Dominican Republic open government data (CKAN 2.11).
RNCP / RS — certifications professionnelles (France compétences)
io.github.ALDEBERTArnaud/mcp-rncp
French RNCP/RS certification registers: search, sheets, blocs, validity, SIRET habilitation.
io.github.alebgl77/ftp-deploy-mcp
io.github.alebgl77/ftp-deploy-mcp
FTP/FTPS/SFTP deployment · Déploiement FTP/FTPS/SFTP. Local confinement / Confinement local.
Secret Sentinel
io.github.AleBrito124356/mcp-secret-sentinel
Local secret guardrails: scan code, git changes and MCP configs for API keys; redact text
io.github.AleemHaider/google-ads-manager-mcp
io.github.AleemHaider/google-ads-manager-mcp
Unofficial MCP server for Google Ads: reporting plus safe draft/confirm campaign management.
io.github.alefnt/agentpay
io.github.alefnt/agentpay
AI Agent payment protocol on CKB Fiber Network. Zero-gas micropayments with Hold Invoice escrow.
Binance Spot (security-first) + crypto analyst
io.github.Alejandrehl/kainext-binance-mcp
Security-first Binance Spot MCP + honest crypto analyst. 25 tools, 5 prompts, human-gated orders.
io.github.Alejandro-M-P/git-courer
io.github.Alejandro-M-P/git-courer
Full git MCP server for LLM agents — 17 tools, AST annotator, auto-backups, real plumbing.
MCP for Zotero
io.github.AlejandroArnaud/mcp-for-zotero
Connect your Zotero reference library to AI assistants via Model Context Protocol.
io.github.alejooroncoy/campus-cli
io.github.alejooroncoy/campus-cli
Unofficial Blackboard Learn (LMS) MCP for students: courses, assignments, grades, materials.
io.github.AlekseiMarchenko/central-intelligence
io.github.AlekseiMarchenko/central-intelligence
Persistent memory for AI agents. Store, recall, and share knowledge across sessions.
Arcus Agent Gateway
io.github.alekskram/arcus-agent-gateway
Read-only MCP gateway to 194 tokenized US equities on Robinhood Chain: quotes, holders, whale moves.
Aster Agent Gateway
io.github.alekskram/aster-agent-gateway
Read-only MCP gateway to Aster DEX: 24/7 gold, oil and equity perps, funding with real intervals.
dYdX Agent Gateway
io.github.alekskram/dydx-agent-gateway
Analytics-only MCP gateway to dYdX v4: auditable trader PnL, funding and OI detectors. No keys.
Hyperliquid Agent Gateway
io.github.alekskram/hyperliquid-agent-gateway
Read-only MCP gateway to Hyperliquid: liquidation distance, funding carry, HyperEVM flows. No keys.
Pixellint
io.github.aleksUIX/pixellint
Validate pixels, postbacks, conversion API payloads, and tracking URLs with spec-backed findings.
RTBlint
io.github.aleksUIX/rtblint
Validate OpenRTB bid requests and responses against IAB specs. ARTF, Rust core.
VASTlint
io.github.aleksUIX/vastlint
Validate VAST, VMAP, and DAAST ad tags against IAB specs. 195 rules, pure Rust core.
specmate
io.github.Alele496/bsv-specmate
BSV coding knowledge engine for AI agents — pre-compile traps and post-compile diagnosis.
io.github.Alepha188838884/context-firewall
io.github.Alepha188838884/context-firewall
Local MCP proxy: collapses N servers' tools into 4 meta-tools and compresses large tool outputs.
io.github.AlephantAI/alephant-mcp
io.github.AlephantAI/alephant-mcp
Alephant MCP server for AI cost control, BYO-key routing, 50+ providers, and 320+ models.
SMSPM MCP Server
io.github.alesav/smspm
Send SMS via the SMSPM API from any MCP client.
Archicad
io.github.alesdev88/archicad-mcp
Delivery-readiness QA and full official + Tapir API access for a running Archicad 29.
io.github.Alessandro114/scala-ai-os
io.github.Alessandro114/scala-ai-os
S.C.A.L.A. AI OS and Score: company data, CRM and SARA tools for AI agents via MCP.
io.github.Alessandro114/scala-score
io.github.Alessandro114/scala-score
MCP server for S.C.A.L.A. Score API — let Claude, ChatGPT, and AI agents search 250M+ companies
io.github.Alessandro114/score-mcp-quickstart
io.github.Alessandro114/score-mcp-quickstart
Company data for AI agents: search 249M+ companies via the S.C.A.L.A. Score API.
Arc Flash Platform — Estudos Elétricos
io.github.alessandropeng/arc-flash-platform
Cálculos de engenharia elétrica pela norma brasileira (NBR), validados, com citação normativa.
BinSight
io.github.Alessiolucini/binsight
The AI X-ray for any file: what is it, what does it hide, what changed. Built on REA.
Globestudio
io.github.alevizio/globestudio
Generate dotted-globe maps, share URLs, and embed snippets from chat.
io.github.alex-brecher/shopify-multi-store
io.github.alex-brecher/shopify-multi-store
Connect AI agents to multiple Shopify Admin stores for reports, comparisons, and guarded updates.
io.github.alex-deus/mcp-dharmamitra
io.github.alex-deus/mcp-dharmamitra
Dharmamitra OCR for Tibetan / Sanskrit / Devanagari images; writes extracted text to a file.
Compliance Engine
io.github.Alex-Dev-Web-C-DE/compliance-engine-mcp
Sanctions screening (OFAC/UK/EU/UN) + PEP + GLEIF entities via Compliance Engine.
Creator Engine
io.github.Alex-Dev-Web-C-DE/creator-engine-mcp
Promise extraction and alignment from contracts, NDAs, and legal documents.
Docs-to-JSON
io.github.Alex-Dev-Web-C-DE/document-to-json-mcp
Convert documents to structured JSON (invoices, receipts, contracts) in 2 seconds
Finance Validators
io.github.Alex-Dev-Web-C-DE/finance-validators-mcp
Validate IBAN, VAT, SWIFT, LEI, and credit card numbers
io.github.Alex-Dev-Web-C-DE/scopeguard
io.github.Alex-Dev-Web-C-DE/scopeguard
Sanctions scope monitoring. Track entities for changes in OFAC/UK/EU/UN lists.
Watch Engine
io.github.Alex-Dev-Web-C-DE/watch-engine-mcp
Currency rates, VAT rates, and tariff rates via Watch Engine. 203 monitors.
io.github.alex-feel/mcp-context-server
io.github.alex-feel/mcp-context-server
An MCP server that provides persistent multimodal context storage for LLM agents.
The Game Crafter
io.github.alex-gon/thegamecrafter
Design, manage, and price tabletop games on The Game Crafter via MCP.
io.github.alex-jordan547/renforge
io.github.alex-jordan547/renforge
Inspect, drive and debug a running Ren'Py game: state, screenshots, guarded clicks, saves, builds.
io.github.Alex-Kaff/claude-wrap-mcp
io.github.Alex-Kaff/claude-wrap-mcp
MCP server that spawns and drives Claude Code sessions via claude-wrap.
io.github.alex-odoo/myfinance-mcp
io.github.alex-odoo/myfinance-mcp
Personal finance by conversation: expenses, receipts, statement import, budgets, net worth.
WebReaper
io.github.alex-on-ai/webreaper
AI-native web scraper: scrape, crawl and map any site to clean markdown over stdio. MIT-licensed.
ALEX Evidence Verify
io.github.Alex-Proof/alex-evidence-verify-mcp
Verify signed ALEX Evidence Packages. Fails closed on signature or schema errors.
io.github.alex-zwingli/plan-to-eat
io.github.alex-zwingli/plan-to-eat
Unofficial Plan to Eat client: recipes, meal planner, leftovers, freezer, and shopping list.
DeFi Garden
io.github.alex0xhodler/defi-garden
Underwritten DeFi yield discovery & goal planning for AI agents on Base & EVM.
OpenProject
io.github.alex13slem/openproject
Manage OpenProject projects, work packages, files, relations, boards, users, and notifications.
Angular token saver
io.github.Alex88Ryabov/ng-token-saver
Compiler-backed Angular template answers, component contracts and version facts for AI agents
Frontend Design Loop MCP
io.github.alexalexalex222/frontend-design-loop-mcp
Design-first MCP for coding agents that improves websites with screenshot-grounded iteration.
io.github.AlexAlves87/otskit-mcp
io.github.AlexAlves87/otskit-mcp
Stamp, upgrade, and verify Bitcoin timestamps via AI agents. No API keys required.
DilutionLens — ASX dilution
io.github.alexander-grun/dilutionlens
ASX dilution data from company filings: raises, options overhang, cash runway, capacity. Keyless.
io.github.alexanderclapp/clirank
io.github.alexanderclapp/clirank
Search, compare, and get docs for 210+ APIs ranked by CLI and agent relevance.
Italian Company Verification – Official Sources
io.github.alexanderdandrea-art/italian-company-check
Verify Italian companies for KYB, supplier onboarding and procurement using official/public sources.
UISandbox
io.github.AlexanderKaan/uisandbox
Test your design on the real thing: load a built web app, turn its knobs, verify 1:1, export.
mailindex-mcp
io.github.alexanderkrauck/mailindex-mcp
Search, move, mark, delete and draft your real mail over a self-hosted index.
io.github.AlexanderLawson17/revettr-mcp
io.github.AlexanderLawson17/revettr-mcp
Counterparty risk scoring for agentic commerce via x402 micropayments.
Dwarf Fortress (DFHack)
io.github.alexanderolvera/dfhack-mcp
MCP server exposing a live Dwarf Fortress fort to an AI agent as curated, semantic tools
Grounded Reasoning
io.github.ALEXaquarius/grounded-reasoning
Verify multi-hop relational claims before an agent asserts them — zero tokens, with proof paths.
AIMarket — live agent marketplace
io.github.alexar76/aimarket-hub
Search and invoke real AI capabilities on modelmarket.dev. Free trial, then USDC on Base.
AIMarket MCP Gateway
io.github.alexar76/aimarket-mcp
Stdio + HTTP MCP gateway: SSRF-hardened web_fetch, web_search, metis_verify, market_search.
AIMarket Oracle Gateway
io.github.alexar76/aimarket-oracle-gateway
Stdio MCP: 17 verifiable AIMarket oracles, 35 pay-per-call tools for AI agents.
AIMarket MCP Packager
io.github.alexar76/aimarket-plugins
Stdio MCP packager: AIMarket hub plugins into self-hosted MCP server products.
ARGUS-3 MCP Server
io.github.alexar76/argus3
ARGUS-3 stdio MCP with WARDEN firewall: argus_ask, argus_status, argus_capabilities.
Attested Memory Market
io.github.alexar76/attested-memory
Attestable memory, truth, provenance. Hybrid Ed25519 + ML-DSA-65 receipts; USDC settlement on Base.
WARDEN — MCP Security Firewall
io.github.alexar76/warden
MCP security firewall: stdio wrap proxy or inspection tools; zero runtime dependencies.
io.github.alexboissAV/artefact-revenue-intelligence
io.github.alexboissAV/artefact-revenue-intelligence
Revenue intelligence MCP: RFM analysis, 14.5-point ICP scoring, pipeline health. HubSpot.
ProjectPulse MCP
io.github.alexbypa/github-projectpulse-mcp
Monitor GitHub repo health, DORA metrics and CI signals from your AI assistant.
Cloud DevOps MCP Server
io.github.alexcgodwin/cloud-devops-mcp-server
Cloud DevOps analysis with guarded Git, infrastructure, cloud and observability operations.
Veabird: ski & beach trip planner
io.github.alexchouck-hash/veabird
Ski & beach trip planning: resort matching, snow and sargassum forecasts, lodging and flights.
Groki MCP
io.github.alexclmy/groki-mcp
Create and refine nine private, editable meme directions from one brief in any AI agent.
io.github.alexcloudstar/makers-page-mcp
io.github.alexcloudstar/makers-page-mcp
Marketing Assistant MCP: draft, approve, and publish posts to X from your coding agent.
NeuralBrain
io.github.alexcurpan-cloud/neuralbrain
NeuralBrain MCP Server - RAG, Vector Memory, LLM Routing, Agent Identity, x402 Payments
io.github.AlexDeMichieli/weather
io.github.AlexDeMichieli/weather
An MCP server for weather information.
Amazon Orders
io.github.alexdlaird/amazon-orders-mcp
An MCP server for Amazon order history, line items, and transactions, built on amazon-orders
io.github.alexeibespalov/trident
io.github.alexeibespalov/trident
Create and edit collaborative architecture diagrams with any AI assistant using the Trident 2D DSL.
io.github.Alexendros/proton-mail-mcp
io.github.Alexendros/proton-mail-mcp
Proton Mail MCP via Bridge (IMAP/SMTP) · 13 tools · dual transport stdio + HTTP.
io.github.alexey-pelykh/linkedctl
io.github.alexey-pelykh/linkedctl
CLI and MCP server for the LinkedIn API
io.github.alexey-pelykh/qontoctl
io.github.alexey-pelykh/qontoctl
CLI and MCP server for the Qonto banking API
io.github.alexey-pelykh/ttctl
io.github.alexey-pelykh/ttctl
Unofficial CLI and MCP server for the Toptal Talent platform — personal-productivity tool
io.github.alexeyleshchenko/fast-mcp-telegram
io.github.alexeyleshchenko/fast-mcp-telegram
Multi-tenant Telegram gateway for AI agents — HTTP+stdio, 8 tools, MTProto User API
Clevername
io.github.AlexFloyd13/clevername-mcp
AI agent governance — security scanning, BYOK routing, audit logging, and Council approvals.
io.github.alexgaoth/escalate-anything
io.github.alexgaoth/escalate-anything
Get the upper hand on any big US company: contacts, playbooks and escalation paths.
1C OData MCP
io.github.alexgrebeshok-coder/onec-odata-mcp
Read-only MCP server for 1C:Enterprise via OData with metadata and query builder tools.
io.github.AlexikM/gibil
io.github.AlexikM/gibil
Spawns an ephemeral Ubuntu VM with project clone, shell exec, file I/O, and auto-destroy on TTL.
io.github.AlexKay28/clickcast
io.github.AlexKay28/clickcast
Drive a real Playwright browser: annotated screenshot + structured page state after every action.
io.github.alexkirienko/safebot-chat
io.github.alexkirienko/safebot-chat
End-to-end encrypted multi-agent chat rooms. Client-side crypto; zero chat logs.
io.github.alexlarcheveque/writio
io.github.alexlarcheveque/writio
LinkedIn-native AI content creation, scheduling & analytics via MCP.
io.github.alexmeckes/gifgif
io.github.alexmeckes/gifgif
Fit a video or GIF to its destination's size limit at measured quality, and share a link.
AgentMade Print on Demand
io.github.alexmensak/agentmade-print-on-demand
Print on demand for AI agents. No sign-up. Picture, words or logo on a tee, hoodie or tote.
Wikivibe MCP
io.github.AlexMi64/wikivibe-mcp
Search and read public Wikivibe articles about AI coding, agents, MCP, GEO, bots and deployment.
io.github.alexpfau/zigbee2mqtt-mcp
io.github.alexpfau/zigbee2mqtt-mcp
Administer a Zigbee2MQTT estate: health, mesh diagnostics, OTA, pairing, device management.
io.github.alexpota/cloudscope
io.github.alexpota/cloudscope
Azure + GCP cost management: spending, forecasts, anomalies, budgets, idle resources, and tags.
own-words
io.github.alexslkgit/own-words
Turn notes into a study deck: answer each card in your own words, then compare.
io.github.alexsu1212/freebazi
io.github.alexsu1212/freebazi
Offline Bazi (八字, Four Pillars) chart: True Solar Time, Ten Gods, Shen Sha, luck pillars.
Ranger
io.github.alexvesely18-dot/ranger
Live US campground availability, wildfire and river conditions, and trails on public land.
Bunpro MCP Server
io.github.Alexxanddr/bunpro-mcp-server
Read-only access to Bunpro profile, reviews, study statistics, vocabulary, and search.
Italian Bus and Rail Search MCP Server
io.github.Alexxanddr/italian-bus-search
Read-only Italian bus searches and local NeTEx rail schedules.
Kani MCP Server
io.github.Alexxanddr/kani-mcp-server
Read-only access to WaniKani progress and study data through MCP.
Alfanous - Quranic Search Engine
io.github.Alfanous-team/alfanous
Search and explore the Holy Qur'an with Arabic text, transliteration, and advanced search support.
AisleSignal — Agent checkout reviews
io.github.alfongj-com/aislesignal
Check and share agent checkout reports: bot blocks, payment methods, outcomes and navigation effort.
CanIShop — Agent checkout reviews
io.github.alfongj-com/canishop-agent-checkout
Checkout reviews via OAuth or agent API keys: bot blocks, payment methods, outcomes and effort.
Yo
io.github.alfongj-com/yo
Let agents send content-free push notifications to a paired phone via MCP.
Mantis
io.github.Alfred768/mantis
Cross-venue prediction market routing for AI agents with arbitrage, quotes, history, and signals.
io.github.alfredoizdev/contextforge-mcp
io.github.alfredoizdev/contextforge-mcp
Persistent memory MCP server for Claude Code, Cursor, and GitHub Copilot.
ExcelDashboard AI
io.github.AlgForce/exceldashboard-ai
Generate visual analytical reports from verified outlines. Account and OAuth required.
Universal DB (read-only)
io.github.alghanim/universal-db-mcp
Read-only, guarded SQL access for AI agents: PostgreSQL, MySQL, ClickHouse, Oracle, SQL Server, Db2
io.github.Algiras/debugium
io.github.Algiras/debugium
AI-driven live debugger with MCP bridge for Python, JS, TS, Rust, Java, C/C++
PropertyLabs
io.github.AlgoFalgo/propertylabs
Public building permits, property assessments, parcels and development intelligence.
io.github.algolayertechnologies/mapsi-mcp
io.github.algolayertechnologies/mapsi-mcp
Geocoding, routing, isochrone, H3, elevation and 13 more geospatial tools via OpenStreetMap.
Algolia Productivity
io.github.algolia/algolia-productivity
Connect LLM tools to your Algolia account with user-scoped access for internal workflows.
Agents Commons
io.github.algorerthym/agent-commons
Help desk for agents. Search questions and answers first. Read-only MCP.
io.github.Algorismus-io/elementor-ultra-mcp
io.github.Algorismus-io/elementor-ultra-mcp
Build Elementor sites with AI agents - native, editable pages via ~90 MCP tools. Free & MIT.
AlgoVault — Crypto Quant Trade Calls
io.github.AlgoVaultFi/crypto-quant-signal-mcp
Quant trading signals, funding rate arb scanning, and market regime detection for crypto perps.
Ribox
io.github.AlgoWolfx/ribox
Exact tools for AI assistants: QR codes, word counts, text diff and JSON checks. Free, no account.
io.github.Ali1041/leadloadz
io.github.Ali1041/leadloadz
B2B lead search and email verification MCP server
io.github.AliAkhtari78/spotifyscraper
io.github.AliAkhtari78/spotifyscraper
Public Spotify metadata, lyrics and podcasts for LLM agents. No API key, read-only.
Cloudprice
io.github.alialbaker/cloudprice-mcp
Compare on-demand compute + storage pricing across AWS, Azure, and GCP. Bulk workload compare.
Hares — MCP security scanner
io.github.alialrikabi313/hares
Multi-layer security scanner for MCP servers and agent skills (injection, exfiltration)
HN Hiring Trends
io.github.alialtunar/hn-hiring-trends-mcp
Skill demand trends, salaries and job search from Hacker News Who is hiring threads. No API keys.
Model Price Radar
io.github.alialtunar/model-price-radar-mcp
LLM prices on OpenRouter now and since 2023: history, drops, cheapest model for a job. No API keys.
Pricing Time Machine
io.github.alialtunar/pricing-time-machine-mcp
How any SaaS pricing page changed over the years, from the Wayback Machine. No API keys.
Review Miner
io.github.alialtunar/review-miner-mcp
Find what users hate about competing apps and games: App Store and Steam reviews. No API keys.
Enoch
io.github.alias8818/enoch
Operate an Enoch control plane through MCP tools
Anyfetch
io.github.aliasmode/anyfetch
Web search and web fetch with no API keys. Reads the sites that refuse AI agents.
Vault Cortex
io.github.aliasunder/vault-cortex
Standalone MCP server for Obsidian vaults — hybrid search, notes & files, memory, tasks, OAuth 2.1
io.github.alibaizhanov/densely
io.github.alibaizhanov/densely
Lossless context compression: 2-8x fewer tokens, byte-exact recovery, search inside payloads
io.github.alibaizhanov/mengram
io.github.alibaizhanov/mengram
Long-term memory for AI agents: semantic facts, episodic events, and procedural workflows
Tripwire
io.github.aliboIly/tripwire
MCP for Roblox Studio and Open Cloud: drive Studio, run headless tests, and review game security.
NativeKeel
io.github.AlicanAkyol/nativekeel
React Native and Expo health check: upgrade blockers, store rules, crash risks, security findings
Lumi App Finder
io.github.alice51849/lumi-app-finder
Find Lumi Studio iOS apps by task across all 50 Apple locales, with direct App Store links.
io.github.aliceappai/mcp-server-alice
io.github.aliceappai/mcp-server-alice
Secure audio transcription meets AI. Connect Alice recordings to Claude, ChatGPT, Gemini, and more.
MarketNow
io.github.alicelabs-llc/marketnow
Search 70,510 indexed MCP servers, install-risk scoring and Ed25519-signed Agent Trust Cards.
io.github.alichherawalla/video-overlay-kit
io.github.alichherawalla/video-overlay-kit
Animated b-roll overlays for short-form video. Paste a script, get an mp4. Free, MIT, local.
ExactGround
io.github.alidaram99/exactground
Check npm/PyPI packages exist and that a function or method exists in an exact package version.
OuterSpace Apizr
io.github.Alien6-Studio/outerspace-apizr
Python capability compiler: read-only analysis, experiment history/comparison and exposure planning.
Epsilon
io.github.alienbase-xyz/epsilon
Non-custodial limit, stop-loss and DCA trading on Epsilon (Robinhood Chain) for AI agents
GaugeMesh
io.github.aliengineering-byte/gaugemesh
Route MCP capabilities through deterministic identity, policy, budget, and deadline constraints.
ResiliReplay
io.github.aliengineering-byte/resilireplay
Run bounded, deterministic MCP reliability tests and generate executable regressions.
ScopeGate
io.github.alifanov/scopegate
Permission gateway for AI agents: scoped MCP endpoints over 27 services, audited and revocable.
io.github.Alightttt/chesswithclaw
io.github.Alightttt/chesswithclaw
Play chess live against your own personal AI agent — OpenClaw, Hermes, and similar.
OpenSolar MCP
io.github.Align-Software-Company/opensolar-mcp
Unofficial, self-hosted MCP server for the documented OpenSolar API.
io.github.aligndottech/cli
io.github.aligndottech/cli
Cross-tool decision memory for AI coding agents: search your decision graph, check changes over MCP.
AI Watermark Remover
io.github.alik472/ai-watermark-remover
Remove watermarks and overlays from images the user owns or has permission to edit.
MikroMCP
io.github.AliKarami/mikromcp
MCP server for MikroTik RouterOS: typed tools, dry-run, RBAC, audit logs, and rollback.
ALM X++ MCP Server
io.github.alimbenhelal-pro/alm-xpp-mcp
D365 F&O: 90 AI tools over 200K+ objects, 25M+ cross-refs, 24M+ label translations.
Deputy
io.github.alimohammadiamirhossein/deputy
Claude Code helper: DeepSeek V4.1 Flash reviews Claude's code for bugs and gives second opinions
SA Business Calendar
io.github.AliMora83/sa-business-calendar-mcp
South African business days, public holidays and SARS EMP201/VAT201 deadlines.
MCP Assist — Coordination Memory
io.github.aliomraniH/mcp-assist-memory
Coordination memory with verification: reconcile-against-GitHub, verdict freshness, provenance.
Agent Readiness
io.github.alipajand/agent-readiness
Deterministic, read-only audits of repo readiness for AI coding agents and of agent context files.
io.github.alipishbin77/aether
io.github.alipishbin77/aether
Marketplace where AI agents hire other agents, paid per call in USDC. Plus LLM inference.
PressIt
io.github.AliReza99/pressit
Compress, resize and convert images (JPG, PNG, WebP, GIF) locally. No API key, no uploads.
io.github.alisaitteke/docker-mcp
io.github.alisaitteke/docker-mcp
MCP server for managing Docker containers, images, networks, volumes, and registries
io.github.alisaitteke/noun-mcp
io.github.alisaitteke/noun-mcp
Production MCP server for The Noun Project — search & download icons in Cursor/Claude with OAuth…
io.github.alisaitteke/npm-mcp
io.github.alisaitteke/npm-mcp
MCP server for npm package management, security analysis, and compatibility checking
io.github.alisaitteke/photoshop-mcp
io.github.alisaitteke/photoshop-mcp
MCP server for Adobe Photoshop — 118 tools (generative AI + recipes), standalone web UI. Control Ph…
Storyflo
io.github.Alisammour/storyflo-mcp
Curated audio news, daily briefings, the Declassified library + market-linked signals.
SmittyHQ
io.github.alisonc6/smitty
Family calendars, tasks, reminders, and pickup coordination for your AI assistant.
Stata MCP Server
io.github.aliveranme/stata-mcp
通过 pystata 驱动真实 Stata 的 MCP 服务器：数据加载/清洗/建模/诊断/图形导出，75 个工具覆盖完整计量工作流。
io.github.Alkilo-do/orita-provider-resolution
io.github.Alkilo-do/orita-provider-resolution
Provider resolution for AI apps — search, rank, hold, confirm bookings across your provider network.
Real Estate Capitale MCP
io.github.allamiwayl-27/rabatrealestate-mcp
Real estate MCP server for Morocco — search, valuation, market analysis, 17 tools.
Aether WCAG Scanner
io.github.allchemylabs/aether-wcag-scanner
WCAG 2.1 AA accessibility scanner (Playwright + axe-core) with grounded, browser-verified fixes.
io.github.allenlu0409/agent-lagoon-mcp
io.github.allenlu0409/agent-lagoon-mcp
Check your AI agent into a lobster resort archipelago. Chat, bottles, guilds. Watch live in 3D.
Git Why
io.github.alliecatowo/git-why
Finds the Git commits that explain why code is the way it is: semantic and full-text history search.
io.github.AlligatorC0der/conkurrence
io.github.AlligatorC0der/conkurrence
Multi-model rating for AI evaluation. Agreement is reliability, not validity. Maintenance mode.
AllNewsAPI
io.github.AllNewsAPI/mcp-server
Get access to real-time and historical news data including top headlines from global sources
AllocContext
io.github.AllocContext/alloc-context
Self-host MCP: portfolio crypto context for agents. PyPI stdio; MIT.
ACM-68000 signals for listed issuers
io.github.allooloo/acm-signals
The ACM-68000 signal of a listed security in its home market: trading, not listed, read the filing.
Capital Markets Agents: MCP+A2A Canada
io.github.allooloo/cm-kg
Know every Canadian and United Kingdom issuer, agent-ready. Instantly. Provably.
Electronic Compliance Objects (49 markets)
io.github.allooloo/eco
Each market's disclosure regime as one sourced, signed object, with the issuer's ACM-68000 signal.
Issuerwire — capital markets news for AI agents
io.github.allooloo/issuerwire
Issuerwire — capital markets news for AI agents, one signed row per filing; markets: see facts.json.
Allscreenshots
io.github.allscreenshots/allscreenshots
Capture website screenshots, run bulk captures, and manage screenshot schedules and history.
Bestax
io.github.allxsmith/bestax-mcp
Props, examples, CSS variables and Agent Skills for bestax-bulma React components (Bulma v1)
io.github.almaestilo/newswake
io.github.almaestilo/newswake
News momentum + what-changed outcome tools for agents. Signals + links, ~296 sources.
Fitness Tools
io.github.almostjacked/fitness-tools
Deterministic fitness calculators — TDEE, adaptive TDEE, body fat, 1RM, macros — with consensus.
Health Data (your own Supabase)
io.github.almostjacked/health-mcp
Your health data (weight, macros, weigh-ins) as MCP tools — in your own Supabase, zero custody.
Hevy (unofficial)
io.github.almostjacked/hevy-mcp
Create Hevy routines and analyze your training from chat. Unofficial; BYO Hevy PRO API key.
Indian NSE Stock Insights
io.github.alokbarnwal/nse-public-mcp
Analyze any Nifty 500 stock with AI — price action, demand zones, technicals & screener.
Joplin MCP Server
io.github.alondmnt/joplin-mcp
FastMCP server exposing Joplin notes, notebooks, tags, and imports.
Internet Radio
io.github.AlonDrilich/internet-radio-mcp
Search internet radio stations, stream URLs, top stations, countries and genres (Radio Browser).
io.github.alordincans/rankdelta
io.github.alordincans/rankdelta
Open-source AI SEO over MCP: audits, ranks, keywords, backlinks + AI visibility (GEO).
CRED-1
io.github.aloth/cred-1
Domain credibility ratings from the CRED-1 dataset: check, batch check and search news domains
olcli
io.github.aloth/olcli
Overleaf projects from an MCP client: files, compile and PDF, diff, comments and tracked changes
Abfallkalender Deutschland
io.github.AlpayC/abfall-mcp-server
Waste collection dates for German addresses from municipal authority calendars.
SEOPro AI
io.github.alpha-ai-labs/seo-agent
Turn Search Console data into SEO actions, content, publishing, indexing, and AI insights.
genpark-financial-audit
io.github.Alpha-Park/genpark-financial-audit
Arithmetic consistency checks for supplied financial statement data.
genpark-jitter-buffer
io.github.Alpha-Park/genpark-jitter-buffer
Packet ordering simulation and inter-arrival jitter telemetry.
genpark-voice-vad
io.github.Alpha-Park/genpark-voice-vad
Energy and transcript heuristics for voice turn endpoint detection.
io.github.alphaonedev/ai-memory
io.github.alphaonedev/ai-memory
Persistent memory for any AI — zero token cost until recall
GenPark Adaptive Batch Request Debouncer
io.github.alphaparkinc/genpark-adaptive-batch-request-debouncer-skill
Adaptive sliding window query debouncing and micro-batch coalescing engine optimizing LLM throughput
GenPark Adaptive Exponential Backoff with Jitter Retry
io.github.alphaparkinc/genpark-adaptive-exponential-backoff-jitter-retry-skill
Full jitter exponential backoff retry scheduling and half-open circuit breaker for LLM APIs
GenPark Agent State Snapshot & Time-Travel Skill
io.github.alphaparkinc/genpark-agent-state-snapshot-time-travel-skill
Agent conversation state snapshotting and time-travel rollback engine pruning divergent hallucinatio
GenPark Aho-Corasick Multi-Pattern Matcher
io.github.alphaparkinc/genpark-aho-corasick-multi-pattern-matcher-skill
High-throughput Aho-Corasick automaton for simultaneous multi-keyword dictionary matching and conten
GenPark AST Diff Semantic PR Summarizer
io.github.alphaparkinc/genpark-ast-diff-semantic-pr-summarizer-skill
Synthesize semantic AST delta trees across git diffs and classify breaking signature changes
GenPark Audio Packet Jitter Resilience Buffer
io.github.alphaparkinc/genpark-audio-packet-jitter-resilience-buffer-skill
Adaptive WebRTC jitter buffer simulation and inter-arrival jitter telemetry
GenPark Bloom Filter URL Dedup Crawler
io.github.alphaparkinc/genpark-bloom-filter-url-dedup-crawler-skill
In-memory Bloom filter for URL and document hash deduplication preventing redundant web crawler inge
GenPark Circuit Breaker Fault Sentinel
io.github.alphaparkinc/genpark-circuit-breaker-fault-sentinel-skill
Three-state circuit breaker with failure rate tripping and automatic half-open probe recovery
GenPark Complex Financial Formula Audit Validator
io.github.alphaparkinc/genpark-complex-financial-formula-audit-validator-skill
Arithmetic consistency checks and cross-footing validation for financial statements
GenPark Concurrency Semaphore Guard
io.github.alphaparkinc/genpark-concurrency-semaphore-guard-skill
In-memory concurrency leaky-bucket and fair semaphore guard protecting downstream LLM APIs from rate
GenPark Consistent Hash Ring Router
io.github.alphaparkinc/genpark-consistent-hash-ring-router-skill
Consistent hashing ring with virtual nodes for distributed LLM cache routing and agent partitioning
GenPark Context Window Token Pruner
io.github.alphaparkinc/genpark-context-window-token-pruner-skill
Priority-weighted context window token pruner and FIFO eviction engine protecting LLM prompt boundar
GenPark Conversational Barge-In Interruption Arbitrator
io.github.alphaparkinc/genpark-conversational-barge-in-interruption-arbitrator-skill
Arbitrate conversational interruptions with echo rules and playback truncation estimation
GenPark Cron Jitter Scheduler Agent
io.github.alphaparkinc/genpark-cron-jitter-scheduler-agent-skill
Crontab syntax parser and distributed jittered task scheduler preventing thundering herds in autonom
GenPark Distributed Deadlock Wait-For-Graph Detector
io.github.alphaparkinc/genpark-distributed-deadlock-wait-for-graph-detector-skill
Real-time Tarjan SCC cycle detection on lock Wait-For-Graphs with victim transaction arbitrator
GenPark Distributed ID Snowflake Generator
io.github.alphaparkinc/genpark-distributed-id-snowflake-generator-skill
64-bit Twitter Snowflake-compatible distributed unique ID generator with clock backwards drift prote
GenPark Distributed Lease Lock Coordinator
io.github.alphaparkinc/genpark-distributed-lease-lock-coordinator-skill
In-memory distributed lease lock with monotonically increasing fencing tokens preventing multi-agent
GenPark Entropy Hallucination Detector
io.github.alphaparkinc/genpark-entropy-hallucination-detector-skill
Token entropy and n-gram perplexity analyzer auditing LLM outputs for degenerate repetition loops an
GenPark Exponential Backoff Jitter Retry
io.github.alphaparkinc/genpark-exponential-backoff-jitter-retry-skill
Enterprise retry engine with full jitter, decorrelated jitter, and truncated exponential backoff for
GenPark Few-Shot MMR Diversity Selector
io.github.alphaparkinc/genpark-few-shot-mmr-diversity-selector-skill
Maximal Marginal Relevance (MMR) exemplar selector optimizing semantic relevance and diversity for L
GenPark Git Commit Conventional Semantic Linter
io.github.alphaparkinc/genpark-git-commit-conventional-semantic-linter-skill
Conventional Commits 1.0.0 semantic linter and changelog grouping engine parsing breaking changes an
GenPark Git Semantic Cherry-Pick Conflict Resolver
io.github.alphaparkinc/genpark-git-semantic-cherry-pick-conflict-resolver-skill
Three-way AST hunk alignment and non-overlapping block conflict resolution for Git cherry-picks
GenPark Graph Cycle Deadlock Detector
io.github.alphaparkinc/genpark-graph-cycle-deadlock-detector-skill
Tarjan strongly connected components cycle and deadlock detector for multi-agent DAG workflows
GenPark Hybrid Bounding Box OCR Table Reconstructor
io.github.alphaparkinc/genpark-hybrid-bounding-box-ocr-table-reconstructor-skill
Spatial clustering 2D grid reconstructor converting OCR boxes into Markdown tables
GenPark HyperLogLog Cardinality Estimator
io.github.alphaparkinc/genpark-hyperloglog-cardinality-estimator-skill
Pure Python 64-register HyperLogLog cardinality estimator for high-speed streaming distinct query es
GenPark Jinja-Like Prompt Template Renderer
io.github.alphaparkinc/genpark-jinja-like-prompt-template-renderer-skill
Safe zero-dependency Jinja-like prompt template parser and renderer supporting for-loops, if-conditi
GenPark JSON Pointer Patch Delta
io.github.alphaparkinc/genpark-json-pointer-patch-delta-skill
RFC 6901 / RFC 6902 compliant JSON Pointer and JSON Patch delta computation engine
GenPark JSON-RPC Batch Pipelining Dispatcher
io.github.alphaparkinc/genpark-json-rpc-batch-pipelining-dispatcher-skill
High-throughput JSON-RPC 2.0 batch pipelining and inter-tool parameter dependency resolver for Model
GenPark JSON Schema Contract Validator
io.github.alphaparkinc/genpark-json-schema-contract-validator-skill
Zero-dependency JSON schema subset validator ensuring LLM structured outputs strictly conform to con
GenPark JWT Token Verifier & Claims Auditor
io.github.alphaparkinc/genpark-jwt-token-verifier-and-claims-auditor-skill
Pure-Python zero-dependency JWT claims auditor and payload inspector enforcing expiry, audience, and
GenPark Legal Clause Cross-Reference Resolver
io.github.alphaparkinc/genpark-legal-clause-cross-reference-resolver-skill
Extract contract defined terms, references, and audit clause dependency cycles
GenPark Levenshtein Fuzzy Tool Matcher
io.github.alphaparkinc/genpark-levenshtein-fuzzy-tool-matcher-skill
Fast Levenshtein distance and fuzzy similarity matcher autocorrecting hallucinated LLM tool calls
GenPark LLM Token Bucket & Sliding Window Rate Limiter
io.github.alphaparkinc/genpark-llm-token-bucket-sliding-window-rate-limiter-skill
Adaptive multi-tier TPM/RPM rate limiter with smooth leaky bucket queuing and burst wait estimation
GenPark LLM Token Cost Budget Tracker
io.github.alphaparkinc/genpark-llm-token-cost-budget-tracker-skill
Multi-model LLM token cost budget ledger and burn rate forecaster enforcing spending limits and earl
GenPark LRU TTL Multi-Tier Cache
io.github.alphaparkinc/genpark-lru-ttl-multi-tier-cache-skill
In-memory LRU cache with per-key TTL expiration, deterministic eviction, and hit/miss/stale telemetr
GenPark Markdown Mermaid Syntax Lint Healer
io.github.alphaparkinc/genpark-markdown-mermaid-syntax-lint-healer-skill
LLM output Mermaid diagram linting, unquoted bracket healing, and syntax normalization engine
GenPark Markdown Table AST Normalizer
io.github.alphaparkinc/genpark-markdown-table-ast-normalizer-skill
AST-based Markdown table normalizer rebalancing columns, padding, and exporting clean RFC 4180 CSV a
GenPark Merkle DAG State Verifier
io.github.alphaparkinc/genpark-merkle-dag-state-verifier-skill
Cryptographic Merkle tree verification engine for agent state transitions, tool call histories, and
GenPark Multi-Agent Borda Voting Consensus
io.github.alphaparkinc/genpark-multi-agent-borda-voting-consensus-skill
Positional Borda Count voting and weighted multi-agent consensus engine resolving conflicting model
GenPark Multi-Source OpenAPI Router Mesh
io.github.alphaparkinc/genpark-multi-source-openapi-router-mesh-skill
Aggregates multiple OpenAPI specifications into a unified virtual routing mesh with service namespac
GenPark Multimodal Chart Data Point Extractor
io.github.alphaparkinc/genpark-multimodal-chart-data-point-extractor-skill
Calibrate chart axes and convert bar or scatter pixel coordinates to data values
GenPark OpenAPI Spec to MCP Tool Synthesizer
io.github.alphaparkinc/genpark-openapi-spec-to-mcp-tool-synthesizer-skill
Inspect OpenAPI 3.0 specs and synthesize schema-compliant Model Context Protocol tool declarations w
GenPark PII Redactor & Data Masker
io.github.alphaparkinc/genpark-pii-redactor-and-data-masker-skill
Regex and Luhn heuristic PII redaction and tokenization engine sanitizing sensitive emails, phones,
GenPark Priority Event Scheduler Queue
io.github.alphaparkinc/genpark-priority-event-scheduler-queue-skill
Min-heap priority event scheduler and delayed task dispatcher for asynchronous multi-agent coordinat
GenPark Prompt Drift Semantic Fingerprint
io.github.alphaparkinc/genpark-prompt-drift-semantic-fingerprint-skill
Prompt template drift and structural fingerprint sentinel detecting unauthorized prompt mutations an
GenPark Prompt Injection Canary Leak Sentinel
io.github.alphaparkinc/genpark-prompt-injection-canary-leak-sentinel-skill
HMAC-signed zero-width invisible canary token generator and output response leak auditor
GenPark RAG Semantic Boundary Chunker
io.github.alphaparkinc/genpark-rag-semantic-boundary-chunker-skill
Semantic boundary preserving text chunker maintaining markdown headers, code fences, and paragraphs
GenPark Realtime Voice Agent Latency Telemetry
io.github.alphaparkinc/genpark-realtime-voice-agent-latency-telemetry-skill
Voice pipeline timestamp telemetry profiler and percentile latency calculator
GenPark Recursive JSON Schema Healer
io.github.alphaparkinc/genpark-recursive-json-schema-healer-skill
Recursive JSON schema validator and autonomous healer repairing type mismatches, missing defaults, a
GenPark Red-Black Tree Index
io.github.alphaparkinc/genpark-red-black-tree-index-skill
Self-balancing Red-Black binary search tree engine for ordered indexing, range queries, and log-time
GenPark Redact Unredact Session Vault
io.github.alphaparkinc/genpark-redact-unredact-session-vault-skill
Bidirectional in-memory sensitive vault and surrogate token masker protecting credentials in LLM pro
GenPark Reservoir Sampling Stream Auditor
io.github.alphaparkinc/genpark-reservoir-sampling-stream-auditor-skill
O(k) space unbiased stream reservoir sampling and quantile estimation engine for LLM telemetry and h
GenPark Safe Eval Expression AST Sandbox
io.github.alphaparkinc/genpark-safe-eval-expression-ast-sandbox-skill
Zero-dependency AST safe mathematical and boolean expression evaluator and validator
GenPark Secure Secret Token Redactor
io.github.alphaparkinc/genpark-secure-secret-token-redactor-skill
High-speed regex and entropy-based scanner redacting API keys, JWT tokens, and credentials
GenPark SemVer Dependency Resolver Agent
io.github.alphaparkinc/genpark-semver-dependency-resolver-agent-skill
Semantic Versioning 2.0.0 range matcher and dependency tree resolver for multi-agent toolkits and pl
GenPark Sliding Log Rate Limiter
io.github.alphaparkinc/genpark-sliding-log-rate-limiter-skill
Microsecond-precision sliding window log rate limiter preventing boundary burst exploitation
GenPark Sliding Window Rate Anomaly Detector
io.github.alphaparkinc/genpark-sliding-window-rate-anomaly-detector-skill
Real-time streaming sliding-window anomaly and burst detector using z-score and EWMA for spikes
GenPark SQL Injection AST Taint Analyzer
io.github.alphaparkinc/genpark-sql-injection-ast-taint-analyzer-skill
Dynamic SQL AST taint tracking and static vulnerability auditor detecting tautology injections
GenPark Streaming NDJSON & JSONL Schema Validator
io.github.alphaparkinc/genpark-streaming-ndjson-jsonl-schema-validator-skill
Ultra-low-latency incremental line validator with chunk boundary reassembly and schema auditing
GenPark Structured Data Mask Reconstruction Guard
io.github.alphaparkinc/genpark-structured-data-mask-reconstruction-guard-skill
Deterministic reversible tabular and JSON record anonymizer and de-identification guard with HMAC
GenPark Token Bucket Traffic Shaper
io.github.alphaparkinc/genpark-token-bucket-traffic-shaper-skill
Token bucket traffic shaper with smooth replenishment and burst capacity for LLM tool call throttlin
GenPark Tool Call Latency Profiler Metrics
io.github.alphaparkinc/genpark-tool-call-latency-profiler-metrics-skill
High-resolution MCP tool call latency profiler and P50/P90/P95/P99 telemetry metrics collector
GenPark Tri-State Circuit Breaker Router
io.github.alphaparkinc/genpark-tri-state-circuit-breaker-router-skill
Tri-state circuit breaker router managing LLM provider failure cascades, sliding error windows, and
GenPark Trie Prefix Keyword Matcher
io.github.alphaparkinc/genpark-trie-prefix-keyword-matcher-skill
High-performance in-memory Trie and multi-keyword search engine for prompt routing and entity extrac
GenPark Two-Phase Commit Coordinator
io.github.alphaparkinc/genpark-two-phase-commit-coordinator-skill
Distributed Two-Phase Commit (2PC) transaction coordinator for atomic multi-agent state mutations wi
GenPark Vector Embedding Cache Deduplication Sentinel
io.github.alphaparkinc/genpark-vector-embedding-cache-deduplication-sentinel-skill
High-dimensional vector embedding semantic SimHash deduplication sentinel with LRU cache simulation
GenPark Voice Turn-Taking Endpoint Detector
io.github.alphaparkinc/genpark-voice-turn-taking-endpoint-detector-skill
VAD energy and transcript heuristics for voice turn endpoint detection
GenPark Weighted Round Robin Balancer
io.github.alphaparkinc/genpark-weighted-round-robin-balancer-skill
Nginx-style smooth weighted round-robin load balancer with dynamic weight adjustment for multi-LLM r
io.github.alphasmo/alphasmo-tools
io.github.alphasmo/alphasmo-tools
CLI + MCP server for SEC 13F institutional holdings, insider trading, and smart money convergence.
Alpha Sophia
io.github.alphasophia/alpha-sophia
Claims-grounded provider, market, and KOL intelligence for healthcare AI agents via Alpha Sophia
io.github.alphavantage/alpha_vantage_mcp
io.github.alphavantage/alpha_vantage_mcp
Real-time financial market data: stocks, forex, crypto, commodities, and economic indicators
Alphorn
io.github.alphorn-dev/mcp
Let AI agents notify you on Slack, Telegram, email, SMS, or push via an Alphorn webhook.
Swiss Whale Intelligence
io.github.alpineflow-io/swiss-whale-intelligence
Multi-asset whale forensics: BTC, ETH, SOL, USDT, tokenized gold. 45 tools, free OAuth tier.
EvolutionDB Long-Term Memory
io.github.alptekin/evolutiondb-memory
Persistent long-term memory for Claude Desktop / Claude Code, backed by EvolutionDB.
AI Workbench MCP
io.github.alptugharun/ai-workbench-mcp
Read-only MCP server for reusable AI prompts and assistant blueprints.
Konstruct
io.github.alright-alright/konstruct
Knowledge graph for AI agents. Query concepts, walk edges, get advisories.
Persis
io.github.alright-alright/persis
Biological memory for AI agents. Pattern learning, decay, clustering, 8-drive behavior.
Alshhbaa Copperware — نحاسيات الشهباء
io.github.Alshhbaa/store
Luxury chandeliers and lighting catalog MCP server for shop.alshhbaa.com
Alter Onboarding
io.github.AlterAIDev/alter-onboarding
Guide developers from setup through a verified, policy-aware, audited Alter API call.
io.github.altmetric/altmetric-mcp
io.github.altmetric/altmetric-mcp
MCP server for Altmetric APIs - track research attention across news, policy, social media, and more
AgentTaskers — AI Agent Marketplace
io.github.altoninelli/agenttaskers
Autonomous M2M marketplace for AI agents: semantic discovery, CNP bidding, and task escrow.
SelfPaidPal — Autonomous DeFi Payments
io.github.altoninelli/selfpaid
Zero-net-cost payments on Base Mainnet powered by automated Aave V3 & Morpho yield farming.
io.github.altrsoftware/altr-mcp-server
io.github.altrsoftware/altr-mcp-server
MCP server for ALTR data security: databases, tags, policies, classification, access, audits
Altss Documentation
io.github.altss-data/docs
Search Altss public docs. Includes provider feedback submission; no premium intelligence access.
Altss Public Profiles
io.github.altss-data/public-profiles
Search and read bounded published Altss profile summaries with canonical citations. No private data.
io.github.alttextai/alttext-mcp
io.github.alttextai/alttext-mcp
Generate alt text, translate descriptions, and manage your AltText.ai image library.
io.github.altyaper/changologs-mcp
io.github.altyaper/changologs-mcp
Create, search, and list Changologs logs and tasks
mail-index
io.github.alunsoldantarctica/mail-index
Local-first, read-only MCP server for recall over your Gmail: search, contacts, threads, digests.
io.github.Alvi97/angular-signal-forms-migration-mcp
io.github.Alvi97/angular-signal-forms-migration-mcp
Finds Angular Reactive Forms and returns verified Signal Forms recipes. Never edits code.
io.github.alvinindra/figma-mcp-rust
io.github.alvinindra/figma-mcp-rust
Figma MCP server in Rust: plugin bridge, no API token, no rate limits, 73 tools.
io.github.alvinjchoi/gtasks-mcp
io.github.alvinjchoi/gtasks-mcp
Manage Google Tasks via MCP: list, search, create, update, move, and clear tasks.
io.github.AlvisoOculus/optionsahoy-mcp
io.github.AlvisoOculus/optionsahoy-mcp
Equity comp tax/trade optimizer: ISO/AMT exercise, NSO, RSU, QSBS, concentration, hedging. 50-state.