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 |
|---|---|
Agent intercommunication - messaging, channels, shared state, and real-time events no licence · released 2026-04-15 | n/a |
MCP server registry and marketplace - discover, install, activate tools on demand no licence · released 2026-04-19 | n/a |
Cross-session memory for AI agents - knowledge graph, scoring, semantic search no licence · released 2026-04-21 | n/a |
Pipeline task management for AI agents - stages, dependencies, artifacts, claiming no licence · released 2026-04-15 | n/a |
Demo server entry for local testing no licence · released 2025-09-22 | n/a |
Search horse boarding facilities and trainers across 44 US states. no licence · released 2026-03-31 | n/a |
Model Context Protocol (MCP) server for Cerebras to make coding faster in AI-first IDEs no licence · released 2025-09-09 | n/a |
台灣電商情報與商品比價：跨通路查 momo、PChome、品牌官網即時價格與歷史最低價、偵測網站電商技術、搜尋電商知識庫。資料來源 ecpro.tw。 no licence · released 2026-07-24 | n/a |
Self-hosted MCP gateway: turn any API, database or MCP server into AI connectors — no code. no licence · released 2026-06-19 | n/a |
Scrape messages, extract leads from public Telegram channels. No login required. no licence · released 2026-04-02 | n/a |
AI code impact analysis — dependency graphs, cascade detection, and build gates for AI agents no licence · released 2026-02-26 | n/a |
Viral-content intelligence for AI agents — 7 read-only MCP tools, evidence-layer scoring. no licence · released 2026-05-15 | n/a |
Read-only docs for the Accordo CRM framework: what it proves, and where it stops. no licence · released 2026-08-19 | n/a |
Your AI Development Conductor - 60 MCP tools for intelligent task orchestration no licence · released 2025-10-10 | n/a |
MCP server for bulk Spotify operations - batch playlist creation, exports, management no licence · released 2025-12-12 | n/a |
Free Qwen3.8-27B gateway with isolated Minis provider, SSE, retry/failover, and MCP. no licence · released 2026-08-16 | n/a |
Apple Mail MCP — 44 tools, SQLite millisecond search, .emlx parser, batch ops no licence · released 2026-04-02 | n/a |
Swift-native MCP server for Word (.docx) manipulation with 148 tools no licence · released 2026-03-13 | n/a |
Pay for AI inference with USDC micropayments on Polygon. No API keys needed. no licence · released 2026-02-17 | n/a |
Dependency-graph MCP server. Tells Claude/Cursor what breaks if you change X. Provenance guards. no licence · released 2026-07-05 | n/a |
Circle Agent Stack for AI agents: USDC wallets, spend policies, transfers, and x402 nanopayments. no licence · released 2026-05-31 | n/a |
Turn Reddit's chaos into structured insights with full citations - MCP server for Reddit research no licence · released 2025-12-11 | n/a |
I Ching hexagram analysis and geographic feng shui for Taiwan locations no licence · released 2026-06-11 | n/a |
Precious metals AI analyst with 12 tools — prices, portfolio, chat, receipts, and more. no licence · released 2026-04-12 | n/a |
Kings Playbook sports API for AI agents: NBA/MLB/NHL lineups, projections, and lines. no licence · released 2026-05-21 | n/a |
Agent memory MCP server with provenance tracking, decay-weighted recall, and feedback loops. no licence · released 2026-03-20 | n/a |
MCP proxy that lazy-loads tool schemas to cut context token overhead by 6-7x no licence · released 2026-03-18 | n/a |
23 developer utilities — base64, JWT, UUID, hash, QR, regex, timestamps. No API keys. no licence · released 2026-03-18 | n/a |
Claude Code drives Codex CLI's interactive TUI and durable tmux terminals over MCP. no licence · released 2026-08-13 | n/a |
Persistent terminals and one launcher for Claude, Codex, Grok, and Cursor harnesses. no licence · released 2026-09-08 | n/a |
Lightweight browser automation for AI agents: navigate, screenshot, extract, PDF. One small binary. no licence · released 2026-07-17 | n/a |
Read-only Hyperliquid data: markets, funding rates, order books, candles, positions and fills no licence · released 2026-07-18 | n/a |
MIT-licensed pip-installable MCP for Google Merchant Center on Merchant API v1 (126 tools). no licence · released 2026-05-02 | n/a |
MCP server for NetIntel — DNS, SSL, WHOIS, email security, OSINT via x402 micropayments no licence · released 2026-09-08 | n/a |
Submit and track stock/crypto direction predictions on LDBD's public leaderboard (ldbd.app). no licence · released 2026-09-08 | n/a |
AI-native local business data. Find businesses, browse menus, check ratings, and place orders. no licence · released 2026-06-09 | n/a |
SSH, SFTP, PTY shells, host-to-host copies and remote screenshots for AI agents. One Rust binary. no licence · released 2026-08-13 | n/a |
Go code coverage analysis tool with MCP server for AI-powered coverage workflows no licence · released 2026-08-15 | n/a |
German federal & state legal texts (BGB, DSGVO, …) with canonical IDs and cite-grade provenance. no licence · released 2026-05-18 | n/a |
MCP server for Klever blockchain smart contract development. no licence · released 2026-03-19 | n/a |
Generate tailored resumes via AI agents using KlevrCV. Returns a signed PDF download URL. no licence · released 2026-02-27 | n/a |
VibeLens MCP tool for AI to visualize code changes with inline annotations in VS Code/Cursor no licence · released 2026-06-07 | n/a |
Search 30,000+ decided U.S. DOHA security-clearance decisions, cited to the public record. no licence · released 2026-07-18 | n/a |
MCP server for PDF generation using PDFKit no licence · released 2025-10-04 | n/a |
MCP server for the zillow-leads-property-data actor: Zillow leads with agent contacts and history. no licence · released 2026-08-23 | n/a |
Search and book real flights with USDC on Base. 500+ airlines, crypto-native payments. no licence · released 2026-02-06 | n/a |
Japanese public-sector business opportunities for AI agents: tenders, subsidies, sanctions. x402. no licence · released 2026-06-12 | n/a |
Machine-readable Japanese crypto-asset tax rules for AI agents: rules-as-code with citations, x402. no licence · released 2026-06-14 | n/a |
Raw Japanese regulatory data for AI agents: pension, gazette, gBizINFO. x402-metered (USDC). no licence · released 2026-06-11 | n/a |
ERC-7303 token-controlled roles for AI agents: grant, check, and revoke permissions on-chain no licence · released 2026-07-20 | n/a |
A Model Context Protocol (MCP) server for esa.io no licence · released 2025-09-11 | n/a |
Dynamic RAG Engine preventing AI hallucinations in Korean Finance and Crypto markets. no licence · released 2025-12-20 | n/a |
Write to a live Figma canvas, get a screenshot back, and roll back mistakes. Zero deps, free plan. no licence · released 2026-09-07 | n/a |
Connect to Kontent.ai to manage content, types, taxonomies, and workflows via natural language no licence · released 2026-08-31 | n/a |
IBAN validation, extraction, format specs and BIC/SWIFT lookup tools for AI assistants. no licence · released 2026-08-20 | n/a |
Document tooling for AI agents: PDF/text reading, chunking, schema-validated JSON output. no licence · released 2026-08-28 | n/a |
Unofficial Trendyol seller API for AI assistants: products, orders, Q&A, guarded stock/price writes. no licence · released 2026-08-28 | n/a |
Quantitative trading toolkit with 900+ data columns, backtesting, and 60+ strategy examples. no licence · released 2026-08-14 | n/a |
MCP server for Artillery 2.x — full flags, Fargate, raw-text parser, project launcher (MIT) no licence · released 2026-04-15 | n/a |
BridgeGuard MCP Server - Cross-chain bridge security audit tools for AI coding agents. Scan bri... no licence · released 2026-03-27 | n/a |
All categories · data from awesome-selfhosted, CC BY-SA 3.0