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 →
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: 2026-08-25 14:15 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 | 33 | Python | 2026-08-25 | — | Auto-updated leaderboard of trending claude-skills and AI agent repos, refreshed every 15 minutes | | 2 | n8n-io/n8n | 202374 | TypeScript | 2026-08-25 | ✅ docker run | Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host | | 3 | HanbeenMoon/agent-failure-archive | 0 | Python | 2026-08-25 | ✅ pip install | 186 production post-mortems from an 8-month multi-session AI agent system, sold per call over x402 | | 4 | PhoenixNest/AGENT-GLOBAL-BASE | 2 | Python | 2026-08-25 | — | You are an AGENT now. Welcome to the TEAM. | | 5 | artokun/comfyui-mcp | 673 | TypeScript | 2026-08-25 | ✅ npx | Local-first, agent-native control plane for ComfyUI — MCP server + sidebar agent that generates images, video & audio, a | | 6 | Atypical-Consulting/RoselineMCP | 3 | C# | 2026-08-25 | ✅ docker run | Roslyn code intelligence for AI coding agents, over MCP. Navigate C# by structure — symbols, references, call graphs, su | | 7 | frankieramirez/ripen | 0 | Go | 2026-08-25 | — | Fail-closed image updates for Portainer and Compose. A digest ripens. You apply. | | 8 | raphasouthall/neurostack | 46 | Python | 2026-08-25 | ✅ claude mcp add | Your second brain, starting today. CLI + MCP server that helps you build, maintain, and search a knowledge vault that ge | | 9 | speteai/agentdata-mcp | 0 | JavaScript | 2026-08-25 | ✅ npm install | MCP server for AgentData API - crypto market data for AI agents via x402 | | 10 | tuantranute-it/icm-graph-context-flow | 1 | HTML | 2026-08-25 | — | Best Token-Efficient AI Coding Tools 2026 – Reduce Costs 90% with Local Memory & MCP | | 11 | noob-programmer1/NooberMCP | 1 | Objective-C | 2026-08-25 | ✅ claude mcp add | MCP server for iOS app testing — see inside your running app: network calls, WebSocket frames, logs, storage, screen lay | | 12 | triggerdotdev/trigger.dev | 16114 | TypeScript | 2026-08-25 | — | Trigger.dev – build and deploy fully‑managed AI agents and workflows | | 13 | ravisinghrajput95/kubewhy | 0 | Python | 2026-08-25 | ✅ pip install | Air-gapped Kubernetes root-cause analysis. Everything tells you what is broken; kubewhy tells you why — a local LLM read | | 14 | jnMetaCode/agency-orchestrator | 2124 | TypeScript | 2026-08-25 | ✅ npm install -g | 🚀 One sentence → your one-person company of AI experts → complete deliverable in minutes. 267 CN + 184 EN + 5 more langu | | 15 | RD2W/gerrit-mcp-server | 0 | Rust | 2026-08-25 | ✅ docker run | MCP server for Gerrit code review — 32 tools for querying changes, managing reviews, cherry-picking, and submitting patc | | 16 | joshuaswarren/remnic | 181 | TypeScript | 2026-08-25 | ✅ npm install -g | Open-source memory and context for user-aware agents: scoped memory, provenance, retrieval quality, correction, boundari | | 17 | github/github-mcp-server | 32493 | Go | 2026-08-25 | ✅ docker run | GitHub’s official MCP Server | | 18 | archestra-ai/archestra | 4227 | TypeScript | 2026-08-25 | ✅ docker run | Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator | | 19 | Rul1an/assay | 9 | Rust | 2026-08-25 | ✅ cargo install | Policy-as-code for MCP agents: deny risky tool calls before they run, prove what ran with verifiable evidence, and enfor | | 20 | 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 | | 21 | jjuanrivvera/alegra-cli | 1 | Go | 2026-08-25 | ✅ docker run | Alegra CLI + MCP server for the Alegra accounting API. Drive it from your terminal or an AI agent (Claude, Cursor, Codex | | 22 | JackeyLove1225/SuperAIDB | 0 | Python | 2026-08-25 | ✅ pip install | 对话式 AI 数据库：文件（Excel/PDF/扫描件）→ 可查询数据库；MCP 能力面 + 38 原子工具 + 契约安全层（AI 不生成 SQL）；AGPL/商业双轨 | | 23 | wcatz/ghost | 1 | Go | 2026-08-25 | ✅ docker run | MCP memory server for Claude Code, Cursor, and any MCP client. Pure Go. Single binary. | | 24 | paulieb89/property-shared | 16 | Python | 2026-08-25 | ✅ pip install | UK property data MCP server — Land Registry comps, EPC, Rightmove, rental yields, stamp duty, Companies House. 13 tools. | | 25 | hansenexus/mechanics | 0 | TypeScript | 2026-08-25 | — | Behavior-spec system for apps: full-spec user stories, coverage-audited manifests, e2e-linked verification waves. CLI + | | 26 | retospect/precis-mcp | 3 | Python | 2026-08-25 | — | MCP server giving LLM agents a seven-verb API over papers, documents, code, state, patents, and cached web/Wolfram/YouTu | | 27 | ruialexrib/denarius-ai | 0 | C# | 2026-08-25 | — | Personal and family finance management platform with double-entry accounting, budgeting, reconciliation, analytics, savi | | 28 | vshulcz/deja-vu | 720 | Go | 2026-08-25 | — | Memory for coding agents — Claude Code, Codex, Cursor and 17 others. Indexes the sessions they already wrote to disk, in | | 29 | lemonade-sdk/lemonade | 5453 | C++ | 2026-08-25 | — | Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Join o | | 30 | linny006/mcp-servers-live | 3 | HTML | 2026-08-25 | — | Auto-updated index of MCP servers shipping on GitHub, refreshed every 15 minutes | | 31 | rosch100/mcp-encrypted-sqlite | 0 | Java | 2026-08-25 | — | MCP server for SQLCipher 4 encrypted SQLite databases - Full CRUD operations via Model Context Protocol | | 32 | openstatusHQ/openstatus | 9013 | TypeScript | 2026-08-25 | — | 🫖 Status page with uptime monitoring & API monitoring as code 🫖 | | 33 | JacobiusMakes/parlay-api-mcp | 0 | Python | 2026-08-25 | ✅ uvx | MCP server for ParlayAPI - sports betting odds in Claude/Cursor/Continue/Devin/Codex via 10 tools. | | 34 | reshaprio/reshapr-helm-charts | 6 | Go Template | 2026-08-25 | — | Helm Charts for installing reShapr components on Kubernetes | | 35 | getmunin/munin | 11 | TypeScript | 2026-08-25 | ✅ claude mcp add | The customer platform for the agentic era. MCP-first, open source, self-hostable. | | 36 | AnswerLoops/answerLoops | 0 | TypeScript | 2026-08-25 | — | Agentic AI support agent for Discord, Slack, and GitHub. Auto-answers repeat questions from your knowledge base, escalat | | 37 | fastrevmd-lab/rustjunosmcp | 2 | Rust | 2026-08-25 | ✅ docker run | MCP server for Juniper Junos devices, built on rustEZ. | | 38 | redhat-et/ripwire | 3 | C++ | 2026-08-25 | — | Rip’n Fast. Less Tokens. Better Code. The ripgrep of AI context: a zero-dependency C++23 CLI + MCP server handing coding | | 39 | amadeus-ex-machina/christina | 0 | — | 2026-08-25 | — | Autonomous Cognitive Amplifier for AI Coding Agents — CPG AST Radar, Sandboxed RLM, OKF Semantic Memory & Swarm Concurre | | 40 | beepboop2025/palimpsest | 3 | HTML | 2026-08-25 | — | Open-source, revision-safe China economy observatory and verifiable AI/censorship measurement registry, with public data | | 41 | gurutersesat24/ai-site-forge | 0 | HTML | 2026-08-25 | — | Ultimate AI Static Site Generator 2026 – Free No-Lock-in Build Tool for Claude & Cursor | | 42 | automators-com/flowproof | 5 | Rust | 2026-08-25 | ✅ npm install | Agents are starting to run real business processes. flowproof tests them like anything else: record one real run, then r | | 43 | InditexTech/mcp-teams-server | 394 | Python | 2026-08-25 | ✅ docker run | An MCP (Model Context Protocol) server implementation for Microsoft Teams integration, providing capabilities to read me | | 44 | pipulate/pipulate | 14 | Python | 2026-08-25 | ✅ pipx install | Local First AI SEO Software on Nix, FastHTML & HTMX | | 45 | faxik/codebugs | 1 | Python | 2026-08-25 | ✅ pip install | AI-native code finding tracker — SQLite-backed, MCP server + CLI | | 46 | giantswarm/muster | 28 | Go | 2026-08-25 | — | MCP tool management and workflow proxy | | 47 | samyama-ai/samyama-graph | 171 | Rust | 2026-08-25 | ✅ pip install | Graph-vector database that queried 1 billion edges for $2.50. Rust, OpenCypher, vector search, 14 graph algorithms. 74M | | 48 | mixelpixx/Konnect | 327 | Rust | 2026-08-25 | — | AI-assisted PCB design for KiCAD 10. Native KiCAD plugin — a single Rust binary exposing 171 schematic, layout, routing, | | 49 | leosebben/mcp-meupc | 3 | TypeScript | 2026-08-25 | ✅ claude mcp add | MCP server for meupc.net — Brazilian PC building platform with price comparison. No API keys required. | | 50 | 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 |
Every 15 minutes, a GitHub Action runs tracker.py. That script:
GitHub Search API.data/items.json (the previous snapshot).<!-- TRACKER_TABLE_* --> markers.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:
topic:claude-skills)topic:cursor-rules)topic:claude-code)topic:llm-agent)topic:rag)topic:llm-eval)topic:agent-framework)topic:vector-database)topic:llmops)topic:prompt-engineering)topic:llm-eval)topic:agent-skills)topic:agent-skills)MIT — see LICENSE.