mcp
Sorted by GitHub stars, which measures attention rather than fitness. Read the release date and the commit count next to it before picking one.
| Tool | Stars |
|---|---|
MCP server for working with OASF agent records in the Agntcy Directory. no licence · released 2026-07-29 | n/a |
Trust layer for AI agents: identity, guard, redact, escrow, and x402 payments. no licence · released 2026-02-16 | n/a |
Request qualified humans for real-time cognitive micro-tasks on demand. no licence · released 2026-02-21 | n/a |
Encrypted, pay-per-use persistent memory storage for AI agents, gated by x402 payments on Base. no licence · released 2026-09-08 | n/a |
Play 1v1 arcade games vs AI agents & humans, ranked by ELO. Replay-verified, on-chain escrow (Base). no licence · released 2026-07-17 | n/a |
MCP server for context-aware royalty-free image search from Pexels and Unsplash no licence · released 2026-03-05 | n/a |
Open eval leaderboard + CI gate for autonomous coding agents (solve, score, trace). no licence · released 2026-05-30 | n/a |
Productivity framework for DevOps engineers using AI assistance (Claude Code) while working on PoCs no licence · released 2026-02-20 | n/a |
Operate Notion with a single Markdown document — read, create, and update pages in one call. no licence · released 2026-02-19 | n/a |
AI-powered E2E testing for 10 platforms. 253 MCP tools. Zero test code needed. no licence · released 2026-04-15 | n/a |
Debug any supported language with breakpoints, variable/state inspection, and stepping. no licence · released 2026-01-30 | n/a |
First AI Agent e-commerce marketplace with 74+ AI products, MCP protocol, and Alipay payments no licence · released 2026-05-20 | n/a |
MCP server for VK Ads API: campaigns, audiences, budgets, stats. Click.ru, token or OAuth. no licence · released 2026-08-25 | n/a |
MCP server for Yandex Direct API: campaigns, ads, keywords, bids, reports. Click.ru or OAuth. no licence · released 2026-07-30 | n/a |
HREVN trust layer for baseline diagnostics and verifiable workflow integrity for AI agents. no licence · released 2026-04-08 | n/a |
Search, install, publish & review security-scanned AI capabilities from ai-supply.store. no licence · released 2026-06-15 | n/a |
Skills and Scars for AI agents - your agent records its failures and never repeats them. no licence · released 2026-08-05 | n/a |
Bitcoin-native MCP server for AI agents: BTC/STX wallets, DeFi yield, sBTC peg, NFTs, x402 payments. no licence · released 2026-02-12 | n/a |
Browse and install 75+ free animated, shadcn-compatible React components from AI Canvas. no licence · released 2026-09-06 | n/a |
UK Companies House public register: search companies, officers, ownership, filings and documents. no licence · released 2026-08-04 | n/a |
Official ACF® MCP server — Agentic Commerce Framework® governance copilot for AI assistants. no licence · released 2026-06-09 | n/a |
MCP server for SearXNG aggregator — web search across multiple engines via Model Context Protocol no licence · released 2026-03-22 | n/a |
AIDC MCP for OPR/BOD sizing, validation, and rackPlan layout from the shared 3D graph. no licence · released 2026-07-14 | n/a |
MCP server that teaches any AI agent the AIDE methodology via progressive disclosure no licence · released 2026-05-22 | n/a |
Remove the Claude text watermark by rewriting text, and strip C2PA/EXIF metadata from images. no licence · released 2026-08-20 | n/a |
Create, upload, and manage contracts from AI assistants. AI analysis and e-signatures. no licence · released 2026-03-02 | n/a |
MCP server for Yandex Tracker API. no licence · released 2026-09-06 | n/a |
APIAny MCP server for model discovery, pricing, docs, and integration examples. no licence · released 2026-06-24 | n/a |
Collaborative, cache-first web search for agents — cited answers from a shared live-web pool. no licence · released 2026-07-04 | n/a |
Six pure, in-memory CSS color tools: parse, convert, WCAG/APCA contrast, gamut map, ramps, solver no licence · released 2026-06-11 | n/a |
EU AI Act compliance scanner for Python AI agents. 14 tools across 6 articles. no licence · released 2026-04-08 | n/a |
MCP server for roadmap.sh: roadmaps, best practices, interview questions, projects & progress no licence · released 2026-06-04 | n/a |
Token-safety for AI agents: rug/honeypot verdict + score across PulseChain, Monad, Base & BSC no licence · released 2026-07-01 | n/a |
MCP Server for Pixel Squads — observe your AI agents as pixel-art characters in a live office no licence · released 2026-05-24 | n/a |
International tax research — 213 jurisdictions, 500K+ legal documents. no licence · released 2026-02-26 | n/a |
11 pay-per-call web tools for AI agents, auto-paid in USDC on Base via x402. No API keys. no licence · released 2026-08-04 | n/a |
Persistent memory, task coordination, and HITL queue for AI coding sessions. no licence · released 2026-06-02 | n/a |
Receive one-time SMS/OTP verification codes via the CODASMS API: get a number, wait, release. no licence · released 2026-08-19 | n/a |
Access Japanese financial disclosures (EDINET). Search companies, retrieve BS/PL/CF statements. no licence · released 2026-02-13 | n/a |
S3 storage and Solana/Base/Ethereum health checks for AI agents, paid per call via x402. no licence · released 2026-08-19 | n/a |
Daily Bitcoin risk with freshness state on every response. Research context, not advice. no licence · released 2026-08-17 | n/a |
MCP server for Litra.ai – AI-powered academic paper search with relevance scoring and summarization no licence · released 2026-04-19 | n/a |
Read-only Human Standards guidance for accessible, usable interface design. no licence · released 2026-08-15 | n/a |
MCP gateway/proxy: multiplexes tool calls across upstream MCP servers into one catalog. no licence · released 2026-08-20 | n/a |
App Store Connect for MCP clients: PPP pricing, subscriptions, TestFlight, reviews, reports & more no licence · released 2026-06-17 | n/a |
Guardrailed FHIR access for AI agents: PHI redaction, audit trail, step-up auth, tenant isolation no licence · released 2026-07-04 | n/a |
Add OpenTelemetry tracing to Python AI agents. Supports LangGraph, LlamaIndex, CrewAI, OpenAI SDK. no licence · released 2026-03-14 | n/a |
MCP Server with AI-powered tools including ElevenLabs text-to-speech for realistic voice synthesis. no licence · released 2026-05-25 | n/a |
MCP server for datos.gob.do — Dominican Republic open government data (CKAN 2.11). no licence · released 2026-08-13 | n/a |
AI Agent payment protocol on CKB Fiber Network. Zero-gas micropayments with Hold Invoice escrow. no licence · released 2026-03-15 | n/a |
Unofficial Blackboard Learn (LMS) MCP for students: courses, assignments, grades, materials. no licence · released 2026-08-08 | n/a |
Connect AI agents to multiple Shopify Admin stores for reports, comparisons, and guarded updates. no licence · released 2026-09-07 | n/a |
An MCP server that provides persistent multimodal context storage for LLM agents. no licence · released 2026-03-28 | n/a |
Inspect, drive and debug a running Ren'Py game: state, screenshots, guarded clicks, saves, builds. no licence · released 2026-09-08 | n/a |
Personal finance by conversation: expenses, receipts, statement import, budgets, net worth. no licence · released 2026-07-19 | n/a |
Unofficial Plan to Eat client: recipes, meal planner, leftovers, freezer, and shopping list. no licence · released 2026-09-08 | n/a |
Search, compare, and get docs for 210+ APIs ranked by CLI and agent relevance. no licence · released 2026-04-02 | n/a |
Revenue intelligence MCP: RFM analysis, 14.5-point ICP scoring, pipeline health. HubSpot. no licence · released 2026-02-13 | n/a |
Marketing Assistant MCP: draft, approve, and publish posts to X from your coding agent. no licence · released 2026-07-31 | n/a |
Create and edit collaborative architecture diagrams with any AI assistant using the Trident 2D DSL. no licence · released 2026-05-30 | n/a |
All categories · data from awesome-selfhosted, CC BY-SA 3.0