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 |
|---|---|
Control Adobe Premiere Pro video editing via ExtendScript. no licence · released 2026-08-08 | n/a |
Control GIMP image editing via Python-Fu scripting from AI agents. no licence · released 2026-08-08 | n/a |
Search indexes, manage documents, check health and stats. no licence · released 2026-08-08 | n/a |
Query Mixpanel events, funnels, retention, cohorts, and user profiles. no licence · released 2026-08-08 | n/a |
Search OpenSearch indices, manage documents, check health and stats. no licence · released 2026-08-08 | n/a |
Search ROMs across Internet Archive, ROMsgames, CoolROM, and more. Verify checksums and parse saves. no licence · released 2026-08-08 | n/a |
Read, write, and analyze screenplays in Fountain format. no licence · released 2026-08-08 | n/a |
Send SMS, MMS, WhatsApp messages, make voice calls, and manage Twilio phone numbers. no licence · released 2026-08-08 | n/a |
Search and download sprites, models, textures, and sounds from VG Resource. no licence · released 2026-08-08 | n/a |
Local Kokoro-82M TTS MCP server that synthesizes and plays speech on your machine no licence · released 2026-08-22 | n/a |
Minimal MCP server that plays a sound and shows a system banner when an AI agent finishes a task no licence · released 2026-08-21 | n/a |
Publish blog posts, manage drafts, generate AI cover images, and pull analytics from Misar.Blog. no licence · released 2026-07-05 | n/a |
Send emails, manage campaigns, subscribers, and templates from MisarMail. no licence · released 2026-07-05 | n/a |
Outside-in validation gate for AI-generated text; a separate model checks LLM output, fail-closed. no licence · released 2026-08-27 | n/a |
US & Canadian local-government meetings, decisions & place context from official sources. no licence · released 2026-07-13 | n/a |
Honest library picks for coding agents in 25-360 tokens. Tells your agent what NOT to install. no licence · released 2026-08-10 | n/a |
Live Polymarket data for agents: markets, insider-scored whale trades, leaderboards, wallet P&L no licence · released 2026-06-11 | n/a |
Verified statistical inference for AI agents: hypothesis tests, correlation, effect sizes, power. no licence · released 2026-08-19 | n/a |
X/Twitter, YouTube and TikTok data tools in one stdio MCP server (Apify-hosted). Pay per result. no licence · released 2026-08-30 | n/a |
TikTok profiles (followers, bio) and per-video stats by handle or URL. No login. Pay per result. no licence · released 2026-08-29 | n/a |
X (Twitter) profiles, tweets and single-tweet lookup by handle or URL. No login. Pay per result. no licence · released 2026-08-29 | n/a |
YouTube video metadata and channel data by URL or @handle. No API key or quota. Pay per result. no licence · released 2026-08-29 | n/a |
Sophisticated bash command MCP server that runs and manages shell execution. no licence · released 2026-02-17 | n/a |
Shared, persistent memory for AI assistants, built on the Zettelkasten method. no licence · released 2026-08-19 | n/a |
US tariff & trade truth: duty actually paid by origin/HS 2017+, HTS rulebook, CBP rulings. No key. no licence · released 2026-08-09 | n/a |
Japanese UI + UX correctness for AI coding agents — typography, forms, keigo, JLReq checks. no licence · released 2026-08-16 | n/a |
Nankai Trough earthquake hazard & building-safety, from official Japan data. No verdicts. no licence · released 2026-08-02 | n/a |
PayPay QR payments for AI agents: QR codes, status, refunds, cancels. Bilingual JP/EN. no licence · released 2026-08-16 | n/a |
Native PDF renderer for AI markdown. Cover, TOC, page-numbered footer. Fonts embedded, zero config. no licence · released 2026-08-02 | n/a |
Rakuten Web Service for AI: Ichiba, Books, Travel, Recipe, Kobo, GORA — bilingual, read-only. no licence · released 2026-08-02 | n/a |
Rip YouTube transcripts to disk for AI agents, RAG pipelines, and LLM workflows. no licence · released 2026-08-02 | n/a |
Bilingual JP/EN Japanese food nutrition for AI: 460 sourced konbini, chain & brand items. no licence · released 2026-08-02 | n/a |
Xendit payment APIs for AI agents. Payment links, payouts, balances, and transactions. no licence · released 2026-08-02 | n/a |
Token rug/honeypot risk screening: EVM (7 chains, live sell simulation), Solana, TON. Free, keyless. no licence · released 2026-07-04 | n/a |
Scan any public site for AI-agent visibility; get scored findings, a machine-readable fix pack, and no licence · released 2026-07-21 | n/a |
Local Talkform schemas, bundled interview templates, and config validation for AI agents. no licence · released 2026-07-22 | n/a |
Local semantic search over Obsidian vaults via Smart Connections embeddings. Multi-vault, private. no licence · released 2026-08-22 | n/a |
Task management system for AI assistants with MCP protocol, templates, and bilingual support (TR/EN) no licence · released 2025-10-04 | n/a |
A free SMTP relay that still takes a username and password, for devices that cannot do OAuth 2.0. no licence · released 2026-09-01 | n/a |
Allure TestOps MCP — projects, launches, test cases, test results via REST API. no licence · released 2026-08-06 | n/a |
GitLab CI/CD MCP — pipelines, jobs, schedules, MRs, files. Any GitLab (SaaS or self-hosted). no licence · released 2026-04-17 | n/a |
Harbor Registry MCP — projects, repos, artifacts, storage reports, cleanup (with dry-run). no licence · released 2026-04-18 | n/a |
Jaeger MCP — search traces, inspect spans, map service dependencies (read-only). no licence · released 2026-04-18 | n/a |
Kibana/Elasticsearch MCP — log search, aggregations, index discovery, dashboards. no licence · released 2026-04-18 | n/a |
Prometheus MCP — query metrics, inspect alerts, and explore scrape targets (read-only). no licence · released 2026-04-18 | n/a |
SonarQube MCP — projects, metrics, quality gate, issues, worst-metric ranking. no licence · released 2026-04-18 | n/a |
Shared workspace your AI agent writes to. 184 tools, persistent memory, semantic search. no licence · released 2026-04-25 | n/a |
Render store-ready App Store and Google Play screenshots: device frames, headlines, exact sizes. no licence · released 2026-07-30 | n/a |
An MCP server for weather information. no licence · released 2026-02-26 | n/a |
Generate daily standup notes from git commits across multiple repositories with AI summaries. no licence · released 2026-02-02 | n/a |
App Store Connect MCP Server for AI coding agents no licence · released 2026-09-03 | n/a |
Google Play Console MCP Server for AI coding agents no licence · released 2026-09-03 | n/a |
Recraft AI Image Generation MCP Server for AI coding agents no licence · released 2026-09-03 | n/a |
MCP for WordPress — connect Claude, Cursor, or Windsurf to any WordPress site. no licence · released 2026-05-30 | n/a |
Bridges any GraphQL API to Claude Code — auto-generates MCP tools via schema introspection. no licence · released 2026-07-28 | n/a |
Write to Figma from any MCP client (Claude Code, Cursor). Complements the read-only official MCP. no licence · released 2026-05-12 | n/a |
AI soigneur for cyclists: Strava ride to an Ien-Vitse-validated nutrition plan + orderable box. no licence · released 2026-06-30 | n/a |
Product search for musikalienhandel.de: sheet music, GEWA instruments, B-Ware/clearance stock. no licence · released 2026-08-27 | n/a |
🚀 Kill the Junior AI Era. 🤖 Level up AI code to automatically Principal standards. 🛡️ Quality Gate ✨ no licence · released 2026-03-28 | n/a |
A real timeline video editor for AI agents: journaled edits, FFmpeg/MLT rendering, exports no licence · released 2026-08-03 | n/a |
All categories · data from awesome-selfhosted, CC BY-SA 3.0