mcp-servers-live
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Bu listing icin henuz AI raporu yok.
Auto-updated index of MCP servers shipping on GitHub, refreshed every 15 minutes
MCP Servers Live Index
Auto-updated index of MCP servers shipping on GitHub, refreshed every 15 minutes
⭐ Star this repo to bookmark — fresh data every 15 minutes
🩺 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 →
💡 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.
📋 Current Items
⏰ Last updated: 2026-09-02 06:45 UTC
Data source:
GitHub Search APIThe table below is rewritten on every cron tick. Star the repo to bookmark.
| # | Name | ⭐ | Lang | Updated | Install | Description |
|---|---|---|---|---|---|---|
| 1 | meta-taro/sshboard | 0 | Rust | 2026-09-02 | — | MCP SFTP client and MCP SSH terminal — let an AI agent see your remote server over one SSH session, with files and comma |
| 2 | linny006/trending-claude-skills | 35 | Python | 2026-09-02 | — | Auto-updated leaderboard of trending claude-skills and AI agent repos, refreshed every 15 minutes |
| 3 | whiteknightonhorse/APIbase | 10 | TypeScript | 2026-09-02 | — | Universal MCP gateway for AI agents — 1316 tools, 373 providers. One endpoint (https://apibase.pro/mcp), pay-per-call wi |
| 4 | joey-zhou/xiaozhi-esp32-server-java | 1337 | Java | 2026-09-02 | — | 小智ESP32的Java企业级管理平台,提供设备监控、音色定制、角色切换和对话记录管理的前后端及服务端一体化解决方案 |
| 5 | VeraTools/Vera | 108 | Rust | 2026-09-02 | — | Local code search combining BM25, vector similarity, and cross-encoder reranking. Parses 60+ languages with tree-sitter, |
| 6 | jonashertner/opencaselaw | 60 | Python | 2026-09-02 | ✅ claude mcp add | Open Swiss legal corpus + MCP server: 1M+ court decisions (1875–today), 21k laws, 10M-edge citation graph, 42 MCP tools. |
| 7 | Zeon7744/dev-artifacts | 0 | Python | 2026-09-02 | ✅ pip install | 通用开发成果成品库 — 存放经过验证的可复用工具、脚本和项目 |
| 8 | bablsoft/accessflow | 4 | Java | 2026-09-02 | ✅ docker pull | Open-source database & API access governance platform A SQL, NoSQL, and API proxy that puts review, approval, and audit |
| 9 | baxtiyorjongaziyev/oisha-os | 0 | Python | 2026-09-02 | ✅ pip install | 🤖 Autonomous AI Operating System & Business Intelligence Platform for Agency Operations, CRM & Telegram |
| 10 | berntpopp/orphanet-link | 0 | Python | 2026-09-02 | ✅ claude mcp add | MCP server for Orphanet (Orphadata): rare-disease nomenclature, gene–disease associations, phenotypes, epidemiology and |
| 11 | wlanboy/spring-ai-mcp | 0 | Dockerfile | 2026-09-02 | — | Spring Based MCP Server |
| 12 | open-metadata/OpenMetadata | 15068 | TypeScript | 2026-09-02 | — | The Open Context Layer for Data and AI , OpenMetadata is the open platform for building trusted data context and busine |
| 13 | berntpopp/genereviews-link | 0 | Python | 2026-09-02 | ✅ claude mcp add | MCP server for GeneReviews: the expert-authored, peer-reviewed gene–disease chapters on NCBI Bookshelf, served as a sear |
| 14 | MCPJam/inspector | 2181 | TypeScript | 2026-09-02 | ✅ docker run | Testing and evaluation platform to chat, inspect, and debug MCP servers, MCP apps, and ChatGPT apps. |
| 15 | Monkopedia/rouse-context | 3 | Kotlin | 2026-09-02 | — | On-demand Model Context Protocol (MCP) server for Android — FCM push-woken, end-to-end encrypted via SNI-passthrough TLS |
| 16 | berntpopp/litvar-link | 0 | Python | 2026-09-02 | ✅ claude mcp add | MCP server for NCBI LitVar2: search the biomedical literature by genetic variant — the index linking variants to the pub |
| 17 | shuji-bonji/rxjs-mcp-server | 4 | TypeScript | 2026-09-02 | ✅ npm install -g | Execute, debug, and visualize RxJS streams directly from AI assistants like Claude. |
| 18 | BuyWhere/buywhere | 2 | TypeScript | 2026-09-02 | ✅ pip install | BuyWhere agent-native product catalog API |
| 19 | berntpopp/hgnc-link | 0 | Python | 2026-09-02 | ✅ claude mcp add | MCP server for HGNC (HUGO Gene Nomenclature Committee, genenames.org): gene symbol and ID resolution, cross-references, |
| 20 | markpasternak/canvas-drop | 7 | TypeScript | 2026-09-02 | — | Self-hostable, open-source platform to deploy & share small static web apps ("canvases") inside your org — paste/drag/PU |
| 21 | ssxdes/Code2Database | 1 | Python | 2026-09-02 | ✅ pip install | Scan C/C++/Go/Python/Java/Rust/etc. codebases and generate directed call graphs with call ordering, conditions, conditio |
| 22 | Aletheore/Aletheore | 26 | Python | 2026-09-02 | — | Evidence-grounded repository audit CLI - deterministic scanner, MCP server, live dashboard, and a GitHub Action that pos |
| 23 | RodRomer/render-mcp | 0 | JavaScript | 2026-09-02 | ✅ claude mcp add | Gives an AI agent a real browser: screenshots, PDFs, and post-JavaScript HTML. No API key, no signup. |
| 24 | dignite-projects/vault-extract | 6 | C# | 2026-09-02 | ✅ npm install | A channel layer that turns any content requiring IDP — scans, photos, image PDFs, Office files, digital-born docs — into |
| 25 | Miragon/mcp-toolkit-starter | 1 | TypeScript | 2026-09-02 | — | Starter template for MCP servers built on @miragon/mcp-toolkit — host, module with own tools, widget bundle. Auto-synced |
| 26 | blackwell-systems/mcp-vst-sidechain | 0 | Go | 2026-09-02 | — | Sidechain: an agent's control input for any plugin. One MCP endpoint, every VST. A generic MCP bridge that hosts any VST |
| 27 | artokun/comfyui-mcp | 711 | TypeScript | 2026-09-02 | ✅ npx | Local-first, agent-native control plane for ComfyUI — MCP server + sidebar agent that generates images, video & audio, a |
| 28 | yvgude/lean-ctx | 3699 | Rust | 2026-09-02 | ✅ npm install -g | Control what your AI can see. LeanCTX (Lean Context) is the context intelligence layer for AI agents — one local Rust bi |
| 29 | sbl-sdsc/mcp-okn | 3 | Python | 2026-09-02 | ✅ claude mcp add | Next Generation MCP service to query the NSF Open Knowledge Network Knowledge Graphs |
| 30 | DaveSteadman/KoreStack | 1 | Python | 2026-09-02 | ✅ pip install | A local-first AI agent with data and coding tools. |
| 31 | V33RU/tcpk | 19 | PowerShell | 2026-09-02 | — | Thick client penetration testing and MSIX security audit toolkit for Windows. Audits .NET, Electron and native binaries: |
| 32 | buildkite/buildkite-mcp-server | 53 | Go | 2026-09-02 | — | Official MCP Server for Buildkite. |
| 33 | Fortemi/fortemi | 25 | Rust | 2026-09-02 | — | Self-hosted AI knowledge base with hybrid semantic search (pgvector + FTS + RRF), MCP server, multi-provider LLM inferen |
| 34 | clay-good/reprolith | 0 | Python | 2026-09-02 | ✅ pip install | Auto-reproduction & certification engine for the computational biomedical modeling literature — rebuild the model, re-ru |
| 35 | lna-lab/distill-kura | 34 | Python | 2026-09-02 | ✅ pip install | 蒸留蔵 — distilled long-term memory for agents: recall by meaning, writing gated by evidence, one kura per agent mode. Ship |
| 36 | wlsdks/ontology-atlas | 89 | TypeScript | 2026-09-02 | — | Understand what your codebase builds, why it is structured that way, and what a change could affect. One shared Markdow |
| 37 | CSOAI-ORG/councilof-ai | 0 | TypeScript | 2026-09-02 | ✅ npx | Independent AI-governance measurement. Living GSPC board, Ed25519-signed cards, Cloudflare Pages (not Vercel). We measur |
| 38 | JoshuaRamirez/chrome-bookmarks-mcp | 0 | JavaScript | 2026-09-02 | ✅ npm install | MCP server + Chrome extension to manage Chrome's synced bookmarks from Claude Code — list, search, add, move, dedupe, an |
| 39 | corbet-labs/cfetch | 2 | Rust | 2026-09-02 | ✅ cargo install | Local-first AI agent memory and context engine for Claude Code, Codex, Gemini and MCP: cited Markdown recall, code searc |
| 40 | maxgfr/codeindex | 0 | TypeScript | 2026-09-02 | ✅ claude mcp add | Zero-dependency repo-indexing engine: deterministic walk + symbol/import extraction (tree-sitter AST with regex fallback |
| 41 | smeet666/mcp-tvsubtitles | 0 | TypeScript | 2026-09-02 | ✅ claude mcp add | MCP server for tvsubtitles.net. Search TV series, read a season's subtitle coverage and one record. No API key. |
| 42 | kahliburke/Kaimon.jl | 38 | Julia | 2026-09-02 | — | MCP server giving AI agents full access to Julia's runtime via a live Gate — code execution, introspection, debugging, t |
| 43 | berntpopp/gtex-link | 0 | Python | 2026-09-02 | ✅ claude mcp add | MCP server for the GTEx Portal: tissue-specific gene expression — median and per-sample TPM, top expressed genes per tis |
| 44 | mondaycom/vibe | 674 | TypeScript | 2026-09-02 | ✅ npm install | 🎨 Vibe Design System - Official monday.com UI resources for application development in React.js |
| 45 | alphaparkinc/genpark-complex-pdf-layout-semantic-chunker-table-parser-skill | 8 | Python | 2026-09-02 | — | Complex PDF layout semantic chunker & markdown table parser (LlamaParse style) |
| 46 | lzehrung/codegraph | 4 | TypeScript | 2026-09-02 | ✅ npm install -g | Give your coding agent a map of the repository, not a pile of search results. |
| 47 | adsagents/adsagent-ai-skills | 1 | Python | 2026-09-02 | — | AdsAgent hosted MCP for Meta, Google Ads & TikTok — public Chatgpt/Claude/Cursor/Grok skill pack + install URLs (Model C |
| 48 | berntpopp/vep-link | 0 | Python | 2026-09-02 | ✅ claude mcp add | MCP server for Ensembl VEP (Variant Effect Predictor) and Variant Recoder: variant consequence annotation and identifier |
| 49 | n8n-io/n8n | 203083 | TypeScript | 2026-09-02 | ✅ docker run | Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host |
| 50 | alphaparkinc/genpark-hierarchical-hnsw-vector-index-ann-searcher-skill | 8 | Python | 2026-09-02 | — | Hierarchical HNSW vector index approximate nearest neighbor searcher (Qdrant) |
🔍 How it works
Every 15 minutes, a GitHub Action runs tracker.py. That script:
- Fetches the latest state from
GitHub Search API. - Diffs against
data/items.json(the previous snapshot). - Rewrites the table above between the
<!-- TRACKER_TABLE_* -->markers. - 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.
🤝 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.
🔗 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)
📜 License
MIT — see LICENSE.
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