Auto-updated index of MCP servers shipping on GitHub, refreshed every 15 minutes
⭐ Star this repo to bookmark — fresh data every 15 minutes
npx github:linny006/mcp-doctor checkHealth-checks every MCP server in your Claude Desktop config — finds stale packages, broken endpoints, renamed packages. See mcp-doctor →
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.
⏰ Last updated: 2026-06-29 00:45 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 | linny006/trending-claude-skills | 8 | Python | 2026-06-29 | — | Auto-updated leaderboard of trending claude-skills and AI agent repos, refreshed every 15 minutes |
| 2 | Ej-Locked/FlowCore | 0 | Rust | 2026-06-29 | — | 🚀 Build a minimal Flink-like streaming engine in Rust and React to process events with tumbling windows, late-event dete |
| 3 | dryvist/nix-ai | 11 | Nix | 2026-06-29 | — | Your AI coding toolkit, declared in Nix — Claude, Gemini, Copilot, 15+ MCP servers, one flake |
| 4 | Jame0077/mcp-code-mode | 1 | Python | 2026-06-29 | — | 🤖 Enable AI code generation using the Code Execution MCP Server, integrating large language models with the Model Contex |
| 5 | NotMrAdan/linkedin-job-scraping | 0 | — | 2026-06-29 | — | 📊 Automate job listing extraction from LinkedIn to streamline your research and recruitment efforts with efficient, bulk |
| 6 | pudurvenu/AI-NextGen | 0 | — | 2026-06-29 | — | 🤖 Transform AI development with powerful tools and frameworks designed for the next generation of intelligent applicatio |
| 7 | TahaHussein-dotcom/mcp-encrypted-sqlite | 0 | — | 2026-06-29 | — | 🔒 Access and manage encrypted SQLite databases effortlessly with this MCP server, designed for seamless integration with |
| 8 | SaberMaple1/renfe_mcp_server | 4 | Python | 2026-06-29 | — | 🚄 Query Renfe train schedules with ease using an MCP server that integrates GTFS data and supports real-time pricing and |
| 9 | sanjusathian/ai-specs | 1 | — | 2026-06-29 | — | 📁 Streamline AI development with comprehensive rules and configurations for consistent, high-quality coding across multi |
| 10 | Flirnz/adk-web | 3 | TypeScript | 2026-06-29 | — | 🛠️ Streamline agent development and debugging with the Agent Development Kit Web UI for a seamless Google ecosystem expe |
| 11 | DataficationSDK/Motus | 14 | C# | 2026-06-29 | ✅ claude mcp add | Extensible browser automation and testing framework for .NET. Communicates directly with Chromium (CDP) and Firefox (Web |
| 12 | AmrKhater0011/devops_server | 0 | JavaScript | 2026-06-29 | — | 🚀 Build and deploy a Node.js server with Kubernetes using k3d. Easily manage your application and serve static content s |
| 13 | iamsocool24/dbt-core-mcp | 3 | Python | 2026-06-29 | — | 🤖 Enhance your dbt experience with the dbt-core-mcp server, your reliable partner for smooth development in Python and d |
| 14 | mysleekdesigns/crawlforge-mcp | 1 | JavaScript | 2026-06-29 | ✅ npm install -g | 26-tool MCP server for web scraping, crawling, deep research & autonomous extraction — clean Markdown & structured JSON |
| 15 | lingga1997/full-stack-proxy-nginx-n8n-for-everyone-with-docker-compose | 0 | Shell | 2026-06-29 | — | 🚀 Deploy n8n quickly with a full stack using Nginx and Docker Compose, making automation accessible to everyone. |
| 16 | rifkimaulana05/onemcp | 0 | Java | 2026-06-29 | — | 🤖 Streamline AI integration with OneMCP, the open-source runtime that simplifies API usage through a natural-language in |
| 17 | zoharbabin/web-researcher-mcp | 35 | Go | 2026-06-29 | ✅ claude mcp add | The AI research assistant that cites real sources honestly — and searches the web. Your AI research assistant that cites |
| 18 | pipulate/pipulate | 12 | Python | 2026-06-29 | ✅ pipx install | Local First AI SEO Software on Nix, FastHTML & HTMX |
| 19 | abenchannel/Socratic | 1 | HTML | 2026-06-29 | — | 🧠 Automate knowledge synthesis for vertical LLM agents, turning unstructured data into structured, domain-specific knowl |
| 20 | PhilipAD/health-export-mcp | 0 | JavaScript | 2026-06-29 | — | Apple Health MCP server: query 190 HealthKit metrics from Claude, ChatGPT, Cursor, OpenClaw, Hermes & any AI agent — zer |
| 21 | Pintaro/mem0 | 1 | Python | 2026-06-29 | — | |
| 22 | akbfar/Zomato-MCP-Demo | 0 | — | 2026-06-29 | — | 🍴 Explore Zomato's MCP Server for AI chat assistants. Set up Claude Desktop to interact seamlessly with real-world food |
| 23 | Genusboragosirharoldwalterkroto654/claude-config-editor | 0 | HTML | 2026-06-29 | — | 🛠️ Optimize your Claude configurations effortlessly, reducing bloat from megabytes to kilobytes in just 30 seconds with |
| 24 | Yoodaddy0311/artibot | 3 | JavaScript | 2026-06-29 | — | Autonomous Agent OS for Claude Code — 28 agents, 114 skills, 72 commands. Dual-process cognition, lifelong learning, par |
| 25 | us/crw | 227 | Rust | 2026-06-29 | ✅ claude mcp add | Fast, lightweight Firecrawl/Tavily alternative in Rust. Web scraper, crawler & search API with MCP server for AI agents. |
| 26 | gjczone/pi-shazam | 2 | TypeScript | 2026-06-29 | — | A native codebase awareness extension for the Pi coding agent — 7 structural analysis tools (overview, lookup, impact, v |
| 27 | Imaginationfinagler591/mcp-hello-world | 0 | Kotlin | 2026-06-29 | — | |
| 28 | nram-ai/nram | 8 | Go | 2026-06-29 | ✅ claude mcp add | The continuity layer for everything you do with AI. A self-hosted, open source server any tool plugs into over MCP or RE |
| 29 | manee1112/yachtsy-mcp-server | 0 | TypeScript | 2026-06-29 | — | 🚤 Access AI-driven yacht marketplace insights with Yachtsy MCP Server. Explore 25,000+ listings and get expert sailing a |
| 30 | blisspixel/primr | 3 | Python | 2026-06-29 | ✅ pip install | Turn any company URL into a strategic intelligence brief. Adaptive scraping + AI-powered research and synthesis. |
| 31 | mugoherick12-boop/skillz | 4 | Python | 2026-06-29 | — | 🛠️ Enable skills in any MCP client with Skillz, a server converting Claude-style skills into callable tools for seamless |
| 32 | Amri854/obsidian-mcp-server | 0 | TypeScript | 2026-06-29 | — | 🗂️ Boost your Obsidian experience with a powerful Model Context Protocol server for vault access, knowledge graph analys |
| 33 | Ahmed-Achtatar/statepulse-api | 0 | TypeScript | 2026-06-29 | ✅ npm install | Pay-per-call live telemetry, environmental metrics, transit state vectors, and real-time utilities for AI agents using x |
| 34 | manojkumarjanapati/expense-tracker-mcp-server | 0 | Java | 2026-06-29 | — | 💰 Track your expenses efficiently with this Python-based MCP server, enabling AI assistants to manage and summarize your |
| 35 | mission69b/t2000 | 21 | TypeScript | 2026-06-29 | ✅ npm install -g | Agentic finance infrastructure. |
| 36 | archestra-ai/archestra | 3893 | TypeScript | 2026-06-29 | ✅ docker run | Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator |
| 37 | myraffy/homelab-mcp | 0 | Python | 2026-06-29 | — | 🔧 Manage and monitor your homelab infrastructure efficiently with Model Context Protocol (MCP) servers through Claude De |
| 38 | MauManto/jenkins-mcp-server | 0 | Python | 2026-06-29 | — | 🔍 Fetch and analyze Jenkins build logs effortlessly with the MCP server, supporting multiple instances and automatic det |
| 39 | crisnahine/chameleon | 7 | Python | 2026-06-29 | — | Claude Code plugin that learns your repo's conventions and shows the model a real example from your own code before each |
| 40 | s2mgtvodois2/postgresql-mcp-js | 1 | TypeScript | 2026-06-29 | — | 🔌 Simplify PostgreSQL interactions with a secure MCP server for LLMs, enabling efficient access to schemas, tables, and |
| 41 | RoyalPineapple/TheButtonHeist | 2 | Swift | 2026-06-29 | — | Enable Programatic iOS App Control for Human and AI Alike |
| 42 | bautiroalt/MCP-Server | 1 | HTML | 2026-06-29 | — | 🚀 Launch a local server with ease using MCP Server for instant backend and interface setup, all with a single double-cli |
| 43 | Chris31372/better-chat | 3 | TypeScript | 2026-06-29 | — | 🤖 Build an AI chat app with multi-model support, secure user data isolation, and advanced features like model integratio |
| 44 | linny006/mcp-servers-live | 1 | HTML | 2026-06-29 | — | Auto-updated index of MCP servers shipping on GitHub, refreshed every 15 minutes |
| 45 | Nikil11/stacks-clarity-mcp | 0 | — | 2026-06-29 | — | 🚀 Build robust Clarity smart contracts with the Stacks Clarity MCP server, offering 30+ tools for security, compliance, |
| 46 | neomjs/neo | 3217 | JavaScript | 2026-06-29 | — | Neo.mjs is a self-evolving software organism: a professional end-to-end AI engineering team whose cross-model swarm inha |
| 47 | fub05/MCP---Agent-Starter-Kit | 6 | Python | 2026-06-29 | — | 🚀 Build and explore multi-agent AI workflows with ready-to-use projects for document serving, Q/A bots, and orchestratio |
| 48 | Palald/mcp-sdk-typescript | 1 | TypeScript | 2026-06-29 | — | 🚀 Build efficient applications with the MCP SDK for TypeScript, offering optimized performance, real-time communication, |
| 49 | laundromatic/shopgraph | 3 | TypeScript | 2026-06-29 | — | The extraction API that shows its work. Product data extraction with per-field confidence scoring and extraction provena |
| 50 | yvgude/lean-ctx | 2992 | Rust | 2026-06-29 | ✅ npm install -g | Control what your AI can see. LeanCTX (Lean Context) is the context intelligence layer for AI agents — one local Rust bi |
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.
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.
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)
MIT — see LICENSE.