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 |
|---|---|
Apple Mail over MCP: fenced reads, draft-only writing, human-gated actions, audited with undo. no licence · released 2026-08-01 | n/a |
Private escrow for AI agent work on Beam: verifiable delivery, worker collateral, M of N disputes. no licence · released 2026-07-31 | n/a |
Verification browser for coding agents: headless WebKit, DOM eval, screenshots, pixel-diff. no licence · released 2026-07-25 | n/a |
Real-time MIT dining hall menus with dietary filtering across all 6 halls no licence · released 2026-03-15 | n/a |
Unified earthquake data from 20 global seismic agencies, with cross-agency report reconciliation. no licence · released 2026-06-24 | n/a |
Space weather & geomagnetic conditions (NOAA SWPC, NASA DONKI, USGS, Kyoto) via MCP. no licence · released 2026-06-25 | n/a |
AgentDocs (agentdocs.eu) MCP: read, search, write, comment, share & attach images to Markdown docs. no licence · released 2026-08-22 | n/a |
Institutional crypto & equity orderflow intelligence for AI trading agents. no licence · released 2026-04-19 | n/a |
MCP server for Hostinger API no licence · released 2026-09-07 | n/a |
Deploy static sites on Hostsmith - give it a file, get a live HTTPS URL. EU/US residency. no licence · released 2026-05-16 | n/a |
Amazon product search returning paste-ready affiliate deal rows for your blog no licence · released 2026-08-08 | n/a |
Multi-URL comparative content analysis with topical gap detection no licence · released 2026-01-29 | n/a |
Access financial data and market information via Financial Modeling Prep API no licence · released 2026-08-17 | n/a |
Model Context Protocol server for Google Gemini AI with chat, research, and grounding no licence · released 2026-08-08 | n/a |
Scores content on the signals that get it cited by ChatGPT, Perplexity and AI Overviews no licence · released 2026-08-08 | n/a |
Search Google's Knowledge Graph for structured information about real-world entities no licence · released 2026-08-08 | n/a |
Connect Claude to any OpenAI-compatible LLM endpoint and offload routine work to a local model. no licence · released 2026-08-04 | n/a |
Technical SEO in Claude: GSC + crawl + DataForSEO - audit, market sizing, content recon. no licence · released 2026-08-22 | n/a |
Crawl and analyse websites for SEO errors using Crawlee with SQLite storage no licence · released 2026-02-02 | n/a |
Use xAI Grok as a peer reviewer + PR gate from Claude Code, Cursor, Cline and any MCP host. no licence · released 2026-06-10 | n/a |
Java decompiler MCP server. Explore, search, and decompile JAR, WAR, EAR, and AAR bytecode. no licence · released 2026-08-21 | n/a |
Create events, add invitees, manage potlucks and carpools via natural language. no licence · released 2026-03-10 | n/a |
Create, validate, and render CV PDFs from plain YAML — fully local, no accounts. no licence · released 2026-08-17 | n/a |
Official MCP server for Git Leaderboard rankings, profiles, streaks, and user comparisons. no licence · released 2026-03-31 | n/a |
MCP server for Feishu Markdown no licence · released 2026-01-06 | n/a |
Social video URL to direct media links & metadata (TikTok, YouTube, Instagram, X) for AI workflows. no licence · released 2026-08-10 | n/a |
Run Playwright tests and surface structured results for AI agents doing test failure analysis. no licence · released 2026-08-12 | n/a |
Android phone camera, sensors & files for any MCP client — local, no cloud, no ADB. no licence · released 2026-08-11 | n/a |
Harvest Keynote and PDF slide decks into previews, text, image assets, and a manifest for agents. no licence · released 2026-09-02 | n/a |
9 humanity skills for AI agents — crisis detection, WCAG 2.2, empathy, cultural sensitivity no licence · released 2026-07-24 | n/a |
Unicode text styling and ASCII art generation with 23 styles and 322+ figlet fonts no licence · released 2025-09-26 | n/a |
Document-level AI humanizer for .docx/.pptx: whole file, selected passages, or flagged text. no licence · released 2026-08-12 | n/a |
AI text detection and humanization for Claude Code, Cursor, and Windsurf. no licence · released 2026-03-11 | n/a |
MCP server exposing Hummingbot API for automated multi-exchange trading no licence · released 2025-10-06 | n/a |
Hyper AI MCP server no licence · released 2026-08-02 | n/a |
Open Identity Standard for AI Agents — DID, Agent Cards, delegation, reputation, payment & escrow no licence · released 2026-03-02 | n/a |
APEX — AI operating system for founders. Join waitlist or request a demo. no licence · released 2026-03-16 | n/a |
An MCP server that provides tools for fetching, converting, and extracting data from web pages. no licence · released 2025-09-11 | n/a |
An MCP server that provides document format conversion no licence · released 2025-09-11 | n/a |
An MCP server that provides fast Spotlight file search capabilities for macOS no licence · released 2025-09-09 | n/a |
An MCP server that provides PDF file conversion no licence · released 2025-09-11 | n/a |
An MCP server that provides PDF translation service no licence · released 2025-09-11 | n/a |
MCP for ROS 2 monitoring, debugging, and managing nodes, topics, services, and TF2 frames. no licence · released 2026-02-01 | n/a |
Let AI agents watch videos: local transcripts, speakers, scenes, chapters and moment search no licence · released 2026-07-13 | n/a |
Live AI-visibility measurements across 7 answer engines, queryable by the business owner's own AI. no licence · released 2026-08-26 | n/a |
Verified OCR with per-value coordinates, plus a workspace agents can file documents into and query. no licence · released 2026-08-08 | n/a |
Catches hallucinated and slopsquatted npm packages before an agent installs them. no licence · released 2026-08-31 | n/a |
Convert PDF/CSV to Markdown with AI-powered OCR via the PromptReady cloud API. no licence · released 2026-09-04 | n/a |
An MCP server to query Hydrolix no licence · released 2026-04-09 | n/a |
Agent-to-agent Lightning commerce & messaging: buy, sell, discover, send encrypted files. no licence · released 2026-08-27 | n/a |
x402-paid agent tools: 18 over HTTP, 14 over stdio. USDC per call, no API key. no licence · released 2026-08-14 | n/a |
11 tools: crypto signals, sentiment, macro regime, arena, search, exec. x402 pay-per-call. no licence · released 2026-08-26 | n/a |
Pre-trade DeFi intelligence: 24 paid x402 tools incl. 6 synthesis verdicts, USDC on Base. no licence · released 2026-06-09 | n/a |
Read-only Deputy coverage, workload, timesheet, availability, and staffing signals. no licence · released 2026-07-27 | n/a |
A job-search companion: tailor your CV to a role, score fit, fix ATS issues. Also via MCP. no licence · released 2026-07-06 | n/a |
A Model Context Protocol server for use with Tauri v2 applications no licence · released 2026-08-28 | n/a |
Flash Props API: player-prop analysis, projections, evidence, and line movement over REST/MCP. no licence · released 2026-09-05 | n/a |
FX forensic audit MCP. Detects hidden bank markups on cross-border payments. FINTRAC MSB. no licence · released 2026-05-12 | n/a |
Recherche d'offres de stage et d'alternance en France via le réseau iQuesta.com no licence · released 2026-06-19 | n/a |
MCP Server for iTerminal SSH Connection Manager - Control SSH servers through Claude. no licence · released 2026-08-17 | n/a |
All categories · data from awesome-selfhosted, CC BY-SA 3.0