S Live

🩺 Diagnose your installed MCP servers

npx github:linny006/mcp-doctor check

Health-checks every MCP server in your Claude Desktop config — finds stale packages, broken endpoints, renamed packages. See mcp-doctor →

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💡 What is this?

A live tracker that queries the GitHub Search API every 15 minutes to discover, catalog, and rank new Model Context Protocol (MCP) servers. Unlike manually curated awesome-lists, this project surfaces real-time activity including stars, commits, and release freshness so developers can find actually-shipping MCP integrations.

This list is auto-updated every 15 minutes by a GitHub Actions cron. Each commit reflects a real change in the upstream data source — new items added, expired items removed — so you can rely on what you see being current.

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📋 Current Items

⏰ Last updated: 2026-08-25 12:15 UTC

Data source: GitHub Search API

The table below is rewritten on every cron tick. Star the repo to bookmark.

#	Name	⭐	Lang	Updated	Install	Description
1	linny006/trending-claude-skills	33	Python	2026-08-25	—	Auto-updated leaderboard of trending claude-skills and AI agent repos, refreshed every 15 minutes
2	l-margiela/olx-mcp	20	TypeScript	2026-08-25	✅ npm install -g	OLX MCP server. 100% vibe-coded AI slop
3	claymore666/ccu-mcp	7	TypeScript	2026-08-25	✅ claude mcp add	MCP server for controlling HomeMatic smart home devices via the CCU JSON-RPC API
4	Stupidoodle/swissdevjobs-cli	40	Python	2026-08-25	✅ uvx	Search & apply to ~4,700 salary-transparent tech jobs across 7 countries (🇨🇭🇩🇪🇬🇧🇺🇸🇨🇦🇳🇱🇫🇷) from your terminal or AI agent
5	ridelink0/axon	0	JavaScript	2026-08-25	—	Semantic, tree-first computer use for Windows as a Claude Code plugin. Drives desktop apps via the UI Automation accessi
6	playcanvas/editor-mcp-server	132	TypeScript	2026-08-25	✅ claude mcp add	MCP Server for AI automation of the PlayCanvas Editor
7	munhq/chat-recall	1	TypeScript	2026-08-25	—	One memory across every AI coding tool. Indexes Claude Code, Gemini CLI, Codex, OpenCode and Antigravity sessions into a
8	ABINETHACKER/MUSTer_MCP	2	Python	2026-08-25	—	📚 Simplify LLM access to the M.U.S.T. campus system, enabling smooth interactions with schedules, assignments, and cours
9	dryvist/nix-ai	11	Nix	2026-08-25	—	Your AI coding toolkit, declared in Nix — Claude, Gemini, Copilot, 15+ MCP servers, one flake
10	NotMrAdan/linkedin-job-scraping	1	—	2026-08-25	—	📊 Automate job listing extraction from LinkedIn to streamline your research and recruitment efforts with efficient, bulk
11	SaberMaple1/renfe_mcp_server	4	Python	2026-08-25	—	🚄 Query Renfe train schedules with ease using an MCP server that integrates GTFS data and supports real-time pricing and
12	Rayenthestrongest/wifi-spectre-mcp	0	HTML	2026-08-25	—	Aircrack-MCP WiFi Pentesting Suite Automated 2026
13	sanjusathian/ai-specs	1	—	2026-08-25	—	📁 Streamline AI development with comprehensive rules and configurations for consistent, high-quality coding across multi
14	Flirnz/adk-web	3	TypeScript	2026-08-25	—	🛠️ Streamline agent development and debugging with the Agent Development Kit Web UI for a seamless Google ecosystem expe
15	MrPeppersDev/agent-infrastructure-landscape	2	HTML	2026-08-25	✅ claude mcp add	AI agent memory & infrastructure landscape — comparative catalog of 912 systems × 68 columns covering memory layers, age
16	rifkimaulana05/onemcp	0	Java	2026-08-25	—	🤖 Streamline AI integration with OneMCP, the open-source runtime that simplifies API usage through a natural-language in
17	liliu-z/stashbase	442	TypeScript	2026-08-25	—	Turn local files into searchable context for AI agents.
18	devopam/MCPg	9	Python	2026-08-25	✅ pip install	Postgres MCP Server
19	johalputt/VayuPress	12	Go	2026-08-25	—	Your whole online presence in one sovereign Go binary — website, blog, PGP mail, E2E-encrypted chat, anti-DDoS bot shiel
20	aloth/cred-1	16	Python	2026-08-25	✅ npm install -g	CRED-1: Open, reproducible domain credibility dataset for automated pre-bunking of online misinformation. TypeScript lib
21	daniel3303/Equibles	200	C#	2026-08-25	✅ claude mcp add	Self-hosted, open-source financial data MCP server for AI agents — SEC filings, XBRL financials, 13F holdings, insider &
22	manee1112/yachtsy-mcp-server	0	TypeScript	2026-08-25	—	🚤 Access AI-driven yacht marketplace insights with Yachtsy MCP Server. Explore 25,000+ listings and get expert sailing a
23	mksglu/context-mode	20129	TypeScript	2026-08-25	✅ claude mcp add	Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and
24	manojkumarjanapati/expense-tracker-mcp-server	0	Java	2026-08-25	—	💰 Track your expenses efficiently with this Python-based MCP server, enabling AI assistants to manage and summarize your
25	CSOAI-ORG/councilof-ai	0	TypeScript	2026-08-25	✅ npx	Independent AI-governance measurement. We measure, sign and preserve the evidence; regulators and accredited bodies deci
26	imhamzakhan/context-flow-compressor	0	HTML	2026-08-25	—	Top Token-Saving AI Coding Tools 2026: Local Memory MCP Cuts Costs 90%
27	artokun/comfyui-mcp	672	TypeScript	2026-08-25	✅ npx	Local-first, agent-native control plane for ComfyUI — MCP server + sidebar agent that generates images, video & audio, a
28	open-metadata/OpenMetadata	14964	TypeScript	2026-08-25	—	The Open Context Layer for Data and AI , OpenMetadata is the open platform for building trusted data context and busine
29	Palald/mcp-sdk-typescript	1	TypeScript	2026-08-25	—	🚀 Build efficient applications with the MCP SDK for TypeScript, offering optimized performance, real-time communication,
30	sdageltc/letitloop	4	Python	2026-08-25	✅ claude mcp add	Autonomous macro-task orchestration & verification control loop for AI coding agents: 2ms WAL crash durability, source-s
31	apify/apify-mcp-server	4866	TypeScript	2026-08-25	—	The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, o
32	pickleshell/pickleshell	4	JavaScript	2026-08-25	—	PickleShell ChatGPT Plugin - Interactive sessions with your local AI agent from ChatGPT
33	inventlist/localvault	7	Ruby	2026-08-25	—	Zero-infrastructure secrets manager with MCP server for AI agents. Free and open source.
34	JuanSPZ/agent-ready-index	1	HTML	2026-08-25	—	Agent Search 2026: Best AI-Ready Site Indexer & MCP Tools 🚀
35	brannow/idea-mcp-control	2	Kotlin	2026-08-25	—	JetBrains IDE plugin (currently PhpStorm) that gives AI agents full debugger control via MCP
36	AbyssCN/oh-my-dag	38	TypeScript	2026-08-25	—	The orchestration layer under your coding agent. Turns work into a typed graph, runs one model per node, and takes the v
37	kefyusuf/local-websearch-mcp	0	TypeScript	2026-08-25	✅ npm install	Offline-first MCP server for local web search and content fetching with no API keys required.
38	a2uicatalog/a2ui	4	HTML	2026-08-25	—	Typed UI vocabulary for AI agents using the a2ui protocol — 474 atoms an agent composes into real rendered interfaces a
39	wcatz/ghost	1	Go	2026-08-25	✅ docker run	MCP memory server for Claude Code, Cursor, and any MCP client. Pure Go. Single binary.
40	SigNoz/signoz-mcp-server	115	Go	2026-08-25	✅ claude mcp add	MCP Server for SigNoz
41	FezAreCool/mcp-claude-hackernews	0	—	2026-08-25	—	🚀 Connect Claude Desktop with Hacker News through the Model Context Protocol (MCP) for seamless interactions and enhance
42	linny006/mcp-servers-live	3	HTML	2026-08-25	—	Auto-updated index of MCP servers shipping on GitHub, refreshed every 15 minutes
43	Johnza06/advance-fraud-analyst	1	Python	2026-08-25	—	🛡️ Analyze transactions for fraud using advanced models and tools, providing insights and risk scores to enhance investi
44	RavenQueen03/btp-sap-odata-to-mcp-server	2	—	2026-08-25	—	🌐 Expose SAP OData services as dynamic MCP tools, enabling natural language interactions with your ERP data for enhanced
45	ermermermermidk/mcp-ai-memory	1	TypeScript	2026-08-25	—	🧠 Manage AI context seamlessly with the MCP server for storing and retrieving semantic memory across sessions. Enhance y
46	Isaac1909/site-soul-action	0	HTML	2026-08-25	✅ npm install -g	Agentic Site Score Check 2026 - Free GitHub CI Action for Not Human Search
47	speakeasy-api/gram	266	Go	2026-08-25	—	Securely scale AI usage across your organization. A single stack to Connect, Secure, Observe and Distribute agents, MCPs
48	Siddharthk17/SCYTHE	0	Python	2026-08-25	✅ pip install	Scythe (ctx) is a live, auto-updating codebase context engine. It maintains a local SQLite relational graph of your repo
49	meta-taro/md-business	1	TypeScript	2026-08-25	—	Business documents as Markdown — invoices, design docs and test sheets validated by JSON Schema, rendered to A4 PDF, and
50	COBACOBAINI/vibe	9	TypeScript	2026-08-25	—	Transcribe audio and video offline with OpenAI Whisper on your device, keeping data private. Supports many languages wit

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🔍 How it works

Every 15 minutes, a GitHub Action runs tracker.py. That script:

1. Fetches the latest state from GitHub Search API.
2. Diffs against data/items.json (the previous snapshot).
3. Rewrites the table above between the <!-- TRACKER_TABLE_* --> markers.
4. Commits feat: +N added, -M removed (timestamp) if anything changed.

No external services. No paid APIs. Just a public data source and a free GitHub Action.

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🤝 Contributing

See CONTRIBUTING.md — usually you don't need to: the tracker keeps itself current. If you spot a data-source bug or want to suggest a new column for the table, open an issue.

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🔗 Related live trackers

If you find this useful, you might also like these other auto-updated trackers from the same maintainer — same mechanism, different upstream:

• trending-claude-skills — What's shipping in Claude Skills this week (topic:claude-skills)
• cursor-rules-live — Newest Cursor rules and .cursorrules patterns (topic:cursor-rules)
• claude-code-plugin-tracker — Claude Code plugins and hook configs (topic:claude-code)
• llm-agents-radar — Newest LLM agent frameworks (topic:llm-agent)
• rag-radar — Newest RAG implementations and tools (topic:rag)
• llm-eval-tracker — Newest LLM evaluation tools and benchmarks (topic:llm-eval)
• agent-framework-radar — Newest agent frameworks shipping on GitHub (topic:agent-framework)
• vector-db-live — Newest vector DB projects and integrations (topic:vector-database)
• llmops-radar — Newest LLMOps tooling (observability, deployment) (topic:llmops)
• prompt-tools-live — Newest prompt-engineering tools and prompt repos (topic:prompt-engineering)
• agent-eval-harness — Live benchmark of AI coding agents (topic:llm-eval)
• skills-tracker — Tracking new GitHub 'skills' repos (topic:agent-skills)
• awesome-agent-skills — Curated auto-updated awesome-list of AI agent skills (topic:agent-skills)

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📜 License

MIT — see LICENSE.