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 |
|---|---|
Write product documentation to share with your whole team, including testable specifications. no licence · released 2026-08-13 | n/a |
Build, test and run iOS apps on a remote Mac from any machine. XcodeBuildMCP-compatible tools. no licence · released 2026-08-28 | n/a |
Fast local full-text search for Windows files (tantivy + jieba), exposed to AI agents over MCP. no licence · released 2026-07-21 | n/a |
Audits MCP configs, scores risk, and creates reversible repair plans. no licence · released 2026-05-15 | n/a |
Create diagrams in chat, rendered as live interactive draw.io diagrams. 10,000+ searchable shapes. no licence · released 2026-08-03 | n/a |
What broke between two dependency versions, with a citation for every claim. No API key needed. no licence · released 2026-08-23 | n/a |
Pinned, versioned sources with citable locators: search finds spans, trace reaches the bytes. no licence · released 2026-09-08 | n/a |
Read-only MCP server to inspect an Android device over ADB: hardware, packages, permissions, logs. no licence · released 2026-06-20 | n/a |
Drives a real Android device over ADB and attaches the resulting screen to every action. no licence · released 2026-08-12 | n/a |
Publish web pages straight from your AI assistant and share them with a link. no licence · released 2026-06-07 | n/a |
Agentic commerce + trust MCP: discover, verify, and transact across droplinked's merchant network. no licence · released 2026-08-01 | n/a |
Publish HTML, files, or a URL to a permanent public URL, then update it — from any MCP agent. no licence · released 2026-07-11 | n/a |
Remote MCP server: 10 developer utilities (base64, JWT, DNS, UUID, URL, JSON, UA, IP lookup). no licence · released 2026-04-17 | n/a |
PostgreSQL schema intelligence from a committed snapshot. No connection, no credentials. no licence · released 2026-09-03 | n/a |
Offline toolkit: 16 tools for Chinese web-novel style, plot-thread and continuity audits. no licence · released 2026-09-08 | n/a |
Manage Duke Bookmark notes, categories, and plan-enabled knowledge search over MCP. no licence · released 2026-07-28 | n/a |
Free Sparkplug B topic linting, UNS naming checks and AI-readiness screening. No API key. no licence · released 2026-08-29 | n/a |
Industrial AI-readiness diagnostics, UNS design, and UNS agents for MCP clients. no licence · released 2026-08-27 | n/a |
Radio frequency database: FM, AM, shortwave, TV, ham, weather, emergency alerts. 15+ countries. no licence · released 2026-04-30 | n/a |
Notes, files, GitHub, and Drive through one MCP connection. no licence · released 2026-08-25 | n/a |
Search dynamical.org's open STAC catalog of weather & climate datasets (GFS, ECMWF, HRRR). no licence · released 2026-07-06 | n/a |
Accessibility MCP server and Agent Skills for AI agents. Requires Superpowers. no licence · released 2026-07-24 | n/a |
政府統計 (e-Stat) の API を通じて、統計データやメタ情報を取得するためのサービスです。 no licence · released 2026-01-29 | n/a |
Search over 300,000 U.S. yearbooks and over 100 million person records; paid image unlocks paused. no licence · released 2026-09-04 | n/a |
The official e18e MCP server keeping your agent in check from installing bloated dependencies. no licence · released 2026-08-19 | n/a |
Authenticated email gateway for AI agents — per-agent inboxes, HITL approval, SPF/DKIM verified. no licence · released 2026-07-28 | n/a |
Authenticated email gateway for AI agents — per-agent inboxes, HITL approval, SPF/DKIM verified. no licence · released 2026-05-22 | n/a |
eBay Browse API MCP server — buy-side listing search and price intelligence. no licence · released 2026-06-26 | n/a |
Electronic Code of Federal Regulations including FAR and DFARS. 13 tools. no licence · released 2026-04-25 | n/a |
Electronic Code of Federal Regulations including FAR, DFARS, and agency supplements. 13 tools. no licence · released 2026-08-24 | n/a |
Free educational MCP for read-only eDiscovery news and TAR/review calculators. no licence · released 2026-06-23 | n/a |
KYC / eKYC MCP server for face compare, liveness, OCR, and image labeling. no licence · released 2026-04-02 | n/a |
MCP server and web terminal for Huawei eNSP network simulation. no licence · released 2026-08-28 | n/a |
Find public eSIM plans by destination, trip length, data needs, currency, and locale. no licence · released 2026-08-14 | n/a |
Find, compare & buy travel eSIMs for 190+ countries + a 12-month Travel Pass. 40 currencies. no licence · released 2026-08-14 | n/a |
Buy and manage travel eSIM data plans in the conversation. Pay by card (Stripe) or USDC over x402. no licence · released 2026-08-21 | n/a |
Provision global eSIM data plans and real mobile phone numbers for AI agents. 200+ countries. no licence · released 2026-04-06 | n/a |
Connect AI assistants to eToro for portfolio analysis, market research, and trading. no licence · released 2026-04-27 | n/a |
MCP server for AWS Elastic Beanstalk: read the fleet; --allow-writes adds two-phase writes. no licence · released 2026-08-28 | n/a |
Live weather anywhere, with the radar drawn as text characters, not an image. no licence · released 2026-08-16 | n/a |
Order official German energy certificates (Energieausweis) from chat — on invoice, 1-2 days. no licence · released 2026-07-04 | n/a |
Econdata MCP — wraps BLS (Bureau of Labor Statistics) public API v2 no licence · released 2026-04-03 | n/a |
SEC filings for Claude, ChatGPT, Cursor — 23 tools + 5 recipes. Financials, insider, 13F, funds. no licence · released 2026-05-13 | n/a |
Compiles structured specs into SCORM 1.2/2004 e-learning packages. 30 tools, quality gate, no LLM. no licence · released 2026-07-29 | n/a |
Coservices marketing and IT agency services directory for AI agents. no licence · released 2026-09-01 | n/a |
Estonian jewellery art archive: 472 artists, works, exhibitions, museum holdings, source-cited press no licence · released 2026-07-04 | n/a |
Buy 15 minutes of Alex Finger's time, or an AI Repellent certificate. Agents only. no licence · released 2026-08-12 | n/a |
Write LinkedIn posts in your own voice. Drafts only, ego never publishes for you. no licence · released 2026-08-01 | n/a |
Claude reads and writes a real-life RPG character sheet from the eighty self-improvement app. no licence · released 2026-05-11 | n/a |
Grounding/hallucination guard: verify a claim against evidence (Supported/Refuted/NEE). no licence · released 2026-06-30 | n/a |
electron.dance MCP server: upcoming gigs, community links, RSVP, and Spotify top tracks. no licence · released 2026-08-16 | n/a |
Open demo shop: search products, place a 0.05 CHF order, create a PostFinance payment link. no licence · released 2026-09-04 | n/a |
AI agent discovery, marketplace, messaging, and payments on Nostr - no platform, no middleman no licence · released 2026-07-30 | n/a |
AI agent discovery, marketplace, messaging, and payments on Nostr — no platform, no middleman no licence · released 2026-03-29 | n/a |
AI agent discovery, marketplace, messaging, and payments on Nostr — no platform, no middleman no licence · released 2026-03-13 | n/a |
Headless Blender asset QA over MCP: background script runs and FBX reimport verification. no licence · released 2026-07-24 | n/a |
Developer MCP server: code analysis, JSON repair, imports, diffs, regex, format conversion. no licence · released 2026-07-24 | n/a |
MCP control plane: local server discovery, profiles, capability bundles, and policy audits. no licence · released 2026-07-24 | n/a |
Filesystem MCP server: files, processes, sessions, async search, OCR, archives, safe delete. no licence · released 2026-07-24 | n/a |
Local-first LLM orchestration: memory, knowledge, state, routing, swarm, API discovery, plugins. no licence · released 2026-07-24 | n/a |
All categories · data from awesome-selfhosted, CC BY-SA 3.0