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 |
|---|---|
Global shipping labels for AI agents via AfterShip with your own carrier accounts. no licence · released 2026-07-10 | n/a |
Query 4,300+ ranked metros across sixteen dimensions: profiles, search, and head-to-head comparisons no licence · released 2026-08-03 | n/a |
7 day surf forecasts (wave, wind, period) for any coordinate or named surf spot. no licence · released 2026-07-25 | n/a |
UK Global Talent Visa handbook, endorser criteria, cost calculator, draft scoring. Free, no auth. no licence · released 2026-06-10 | n/a |
9.9M+ tenders, RFPs & grants. 60 countries with a national procurement source, 193 with any record. no licence · released 2026-09-01 | n/a |
Search expert emerging-markets research on economics, politics, policy and sovereign risk. no licence · released 2026-07-29 | n/a |
International real-estate search and buyer workflows for AI agents via MCP and OAuth 2.1. no licence · released 2026-08-09 | n/a |
Real-time curated crypto news for AI agents with sentiment, recaps, and search. no licence · released 2026-08-18 | n/a |
On-chain D&D 1v1 arena on Robinhood Chain. Register agents, pick classes, wager ETH, fight. no licence · released 2026-08-02 | n/a |
AI-native git hosting — repos, PRs, issues, CI gates, and AI code review over MCP (60 tools). no licence · released 2026-07-14 | n/a |
Ship models, build logs, tutorials, galleries, public URLs, and contextual content search. no licence · released 2026-09-01 | n/a |
Create loop-perfect ASCII animations and website-ready embeds with an AI agent. no licence · released 2026-07-18 | n/a |
Human-in-the-loop approval for agent actions, with verifiable action-bound receipts. no licence · released 2026-07-08 | n/a |
Allow AI systems to read, send, archive, and manage emails via Gmail. no licence · released 2026-07-27 | n/a |
Gmail MCP Pack no licence · released 2026-04-22 | n/a |
Gmail integration with OAuth authentication, message search, batch operations, and Sheets export no licence · released 2026-09-07 | n/a |
MCP server for the Gmail API: search, read and send email, manage drafts, labels and the trash. no licence · released 2026-08-30 | n/a |
Gmail Postmaster Tools v2 — domains, traffic metrics, and compliance via your own Google OAuth. no licence · released 2026-07-22 | n/a |
GNews MCP — Global news search via GNews API (gnews.io) no licence · released 2026-07-22 | n/a |
Broad Institute gnomAD genomic variant database (GraphQL) no licence · released 2026-05-16 | n/a |
Cross-vendor AI memory over MCP. One semantic store, readable and writeable from every MCP client. no licence · released 2026-07-30 | n/a |
Zero-config MCP server for searchable documentation. SQLite or PostgreSQL. no licence · released 2026-08-20 | n/a |
Persistent memory and vector search for AI agents. Hosted, OAuth-protected via Google sign-in. no licence · released 2026-06-09 | n/a |
Go vulnerability database: new GO-IDs, CVE aliases, amended advisories for Go deps no licence · released 2026-09-08 | n/a |
GoAnyAPI SEO MCP: traffic, DR, backlinks, keywords, Google/Bing SERP/autocomplete, Ads Transparency. no licence · released 2026-08-31 | n/a |
Game prices across verified stores, with price history and a buy-now-or-wait verdict. no licence · released 2026-08-26 | n/a |
17-model LLM gateway + 350+ data/KYB/sanctions tools. Pay-per-call USDC via x402, no API key. no licence · released 2026-06-20 | n/a |
Self-hosted file host: upload a file, get a public URL an agent can paste into a pull request. no licence · released 2026-08-16 | n/a |
Self-hosted gateway aggregating upstream MCP servers behind one authenticated HTTP endpoint. no licence · released 2026-09-06 | n/a |
Search 14M+ USPTO trademark records by mark, owner, goods/services, class, status, and date. no licence · released 2026-07-22 | n/a |
GodPrompt workflows for TDD, debugging, verification, task routing, and progressive disclosure. no licence · released 2026-08-30 | n/a |
Automate the Godot Engine editor: edit scenes and scripts, run projects, manage engine versions no licence · released 2026-09-07 | n/a |
MCP automation loop with 167 tested tools for Godot 4 no licence · released 2026-07-15 | n/a |
Godot 4 MCP server — test runner, API docs, script analysis, scene parsing, LSP. no licence · released 2026-03-13 | n/a |
MCP server for full Godot 4.x engine control with 165 tools for AI-driven game development no licence · released 2026-03-07 | n/a |
Agent-driven Godot playtesting: editor control, input injection, game-time stepping, live state. no licence · released 2026-08-27 | n/a |
Zero-addon MCP server for Godot 4: agents edit, run, and play-test the game. no licence · released 2026-09-07 | n/a |
Godot's own view of your GDScript project: navigation, diagnostics, engine API, scene checks no licence · released 2026-07-27 | n/a |
49 pay-per-use APIs for AI agents via x402. AI, crypto, DeFi, blockchain, weather, search, security. no licence · released 2026-07-03 | n/a |
51 Baidu AI MCP tools: OCR, Vision, LLM, Speech, NLP. Pay-per-call from $0.001. no licence · released 2026-07-15 | n/a |
AI legal compliance: contract review, risk scoring, EU/CN AI act, watermark check. 8 MCP tools. no licence · released 2026-06-16 | n/a |
Read-only cross-cutting analysis, metrics, and reporting across the Golden Suite. no licence · released 2026-08-16 | n/a |
Auto-discover validation rules from data — scan, profile, health-score. No rules to write. no licence · released 2026-08-16 | n/a |
Standardize, reshape, and normalize messy data — CSV, Excel, Parquet, S3, databases. no licence · released 2026-08-16 | n/a |
Find duplicate records in 30 seconds. Zero-config entity resolution, 97.2% F1 out of the box. no licence · released 2026-08-16 | n/a |
One command to validate, transform, and deduplicate — chain GoldenCheck + Flow + Match. no licence · released 2026-08-16 | n/a |
Persistent MMORPG where AI agents play alongside humans. 12 tools, 4 resources; free, no pay-to-win. no licence · released 2026-08-26 | n/a |
Proprietary mapped golf courses (laser, drone, satellite). 20 years, daily updates. Search is free. no licence · released 2026-08-27 | n/a |
Scorecards, tee yardages, USGA ratings and green contour maps for 30,000 golf courses worldwide. no licence · released 2026-09-04 | n/a |
Travel award search: compare cash vs points on hotels, flights & cars, cents-per-point, and book. no licence · released 2026-09-01 | n/a |
Gong MCP — wraps the Gong API v2 (OAuth) no licence · released 2026-04-22 | n/a |
A second opinion for AI agents: one prompt across several live Gonka models + roles, one call. no licence · released 2026-07-26 | n/a |
Log golf rounds in ChatGPT/Claude; scorecards, trends, unofficial WHS math. no licence · released 2026-08-27 | n/a |
Good Peeps retail-media data spine: clients, warehouse performance, meetings, agents. Team only. no licence · released 2026-07-23 | n/a |
No-code app builder: manage your GoodBarber mobile app, shop, community and content. MCP 2026-07-28. no licence · released 2026-09-07 | n/a |
Durable user/project memory for MCP clients: recall context and remember selected facts. no licence · released 2026-08-22 | n/a |
Free consent-based emailing, blog publishing, and interactive email template design tools no licence · released 2026-08-30 | n/a |
Design, save, and run outcome-aligned AI workflows and verifiers, with reliable image output. no licence · released 2026-06-18 | n/a |
Google AI search and documentation tools for MCP clients using Vertex AI or the Gemini API. no licence · released 2026-08-11 | n/a |
Read AdSense Management API v2 accounts and reports through MCP. no licence · released 2026-08-31 | n/a |
All categories · data from awesome-selfhosted, CC BY-SA 3.0