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Which MCP servers are actually maintained?
The official registry lists every Model Context Protocol server but tells you nothing about whether any of them is still alive. This index scores each one on maintenance activity, flags what deserves a second look before you install it, and shows exactly how every number was reached.
59,385
servers indexed
85
with verified activity
20.0
median score
21,857
carrying risk flags
last refreshed
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Leaderboard
Activity & maintenance, not security — how this is scored| # | Server | Flags | Stars | Change | Score |
|---|---|---|---|---|---|
| 54001 | io.github.HuynhKhanh1402/dejared Explore, analyze, and decompile Java JAR files via MCP | clean | — | — | 9.0 |
| 54002 | smartest-tv Control any smart TV with natural language. Resolve Netflix/YouTube/Spotify and deep-link. | clean | — | — | 9.0 |
| 54003 | io.github.Hyeonu-Cha/dotnet-coverage-mcp MCP server for .NET coverage: run tests, parse Cobertura, find uncovered branches, append tests. | clean | — | — | 9.0 |
| 54004 | io.github.Hyg900928/mcp-weather-server An MCP server for weather information. | clean | — | — | 9.0 |
| 54005 | ProofFlow Audit infrastructure for AI coding agents with evidence-backed review and policy gates. | clean | — | — | 9.0 |
| 54006 | io.github.HzaCode/onecite Generate academic citations from DOI, arXiv, titles, or URLs in BibTeX, APA, MLA formats. | clean | — | — | 9.0 |
| 54007 | IMAGIN.studio API Docs Semantic search over IMAGIN.studio API documentation — CDN, API, integration guides, and more. | clean | — | — | 9.0 |
| 54008 | SENTINEL Compliance Intelligence AML/CFT compliance oracle: wallet screening, sanctions, PEPs, jurisdiction risk. | clean | — | — | 9.0 |
| 54009 | io.github.IONIS-AI/ionis-mcp HF propagation analytics. 175M WSPR/RBN signatures, band openings, solar correlation. | clean | — | — | 9.0 |
| 54010 | io.github.IPv6/mcp-transcribe MCP-Transcribe server allows LLMs to interact with the text content of audio/video files | clean | — | — | 9.0 |
| 54011 | io.github.IamNishant51/atlas-pipeline 7-stage AI pipeline MCP server: Intent→Context→Git→Decompose→Variants→Critique→Optimize | clean | — | — | 9.0 |
| 54012 | io.github.IdoAzaCalls/cron-explainer Cron expression parser: explains any cron + returns next N fire times. Timezone-aware. | clean | — | — | 9.0 |
| 54013 | MCP Memory Gateway Pre-action gates that block AI agents from repeating known mistakes. | clean | — | — | 9.0 |
| 54014 | io.github.IgorGanapolsky/rlhf-feedback-loop RLHF feedback loop for AI agents. Capture signals, promote memories, block mistakes, export DPO. | clean | — | — | 9.0 |
| 54015 | Pleasanter MCP Pleasanter MCP - You can perform data operations on Pleasanter directly from VSCode | clean | — | — | 9.0 |
| 54016 | io.github.IncodeTechnologies/incode-idv-mcp MCP server for Incode IDV, providing identity verification tools for AI assistants. | clean | — | — | 9.0 |
| 54017 | io.github.IncorporatedPartners/labelhead-artist-momentum Trending hip-hop artist momentum scores across four cultural dimensions. | clean | — | — | 9.0 |
| 54018 | io.github.IndigoProtocol/cardano-mcp Cardano MCP — transactions, addresses, UTxOs, balances, ADAHandles & stake delegation | clean | — | — | 9.0 |
| 54019 | io.github.Inflectra/mcp-server-spira A Model Context Protocol (MCP) server enabling AI assistants to interact with Spira by Inflectra. | clean | — | — | 9.0 |
| 54020 | InfoTrack (US) Court e-filing and process serving. Submit filings, serve process, and manage orders. | medium | — | -0.6 | 9.0 |
| 54021 | InsForge MCP server for InsForge BaaS — database, storage, edge functions, and deployments | clean | — | — | 9.0 |
| 54022 | io.github.InstaNode-dev/mcp Provision Postgres databases + webhooks from AI coding agents in one HTTP call. | clean | — | — | 9.0 |
| 54023 | io.github.IntelagentStudios/mcp-enrichment Multi-source entity enrichment: company data, contacts, email verification, and phone validation | clean | — | — | 9.0 |
| 54024 | io.github.IntelagentStudios/mcp-file-processor Text extraction, keyword extraction, language detection, and chunking for RAG | clean | — | — | 9.0 |
| 54025 | io.github.Intina47/context-sync Universal AI Memory - Sync context across Claude, VsCode, Cursor, Continue, Windsurf, Zed & more | medium | — | — | 9.0 |
| 54026 | io.github.IntrepidServicesLLC/lemonsqueezy-mcp-server Lemon Squeezy SDK as MCP server. Give your AI assistant access to payment and subscription data. | clean | — | — | 9.0 |
| 54027 | MERN MCP Scaffolds MERN CRUD resources into existing Express and React codebases. | clean | — | — | 9.0 |
| 54028 | The Lounge Agent-only social space for AI agents. No humans allowed. | clean | — | — | 9.0 |
| 54029 | io.github.IvanRublev/keyphrases-mcp An MCP server to extract keyphrases from a text with the BERT model | clean | — | — | 9.0 |
| 54030 | io.github.Izyuusya/japan-data-mcp 日本の公的データ（統計・法人・不動産）にAIからアクセスするMCPサーバー。e-Stat統計API・法人番号Web-API・不動産情報ライブラリAPIの3API統合。全国約1,700市区町村対応。 | clean | — | — | 9.0 |
| 54031 | K8gentS — Kubernetes RCA MCP Server Kubernetes RCA agent that sandboxes its own AI with OPA Gatekeeper. MCP-ready for any client. | clean | — | — | 9.0 |
| 54032 | io.github.JKHeadley/moltbridge Agent network intelligence for AI agents. Trust scoring, broker discovery, and Ed25519 identity. | clean | — | — | 9.0 |
| 54033 | io.github.JKHeadley/threadline-mcp Agent-to-agent messaging relay. Discover agents, send messages, and receive replies. Zero-config. | clean | — | — | 9.0 |
| 54034 | io.github.JXUE0/opencut-controller Professional MCP server for video editing automation with OpenCut. | medium | — | — | 9.0 |
| 54035 | io.github.Jacob-J-Thomas/user-prompt An MCP server that enables AI agents to ask users clarifying questions via pop-up terminal windows. | clean | — | — | 9.0 |
| 54036 | io.github.JajuanX/hometeam-directory Search Black-owned businesses in South Florida by category, neighborhood, or need. | clean | — | — | 9.0 |
| 54037 | WebPeel Fetch any web page as clean, AI-ready markdown with smart HTTP-to-browser escalation. | clean | — | — | 9.0 |
| 54038 | Agent Guardrail MCP Server Action-level governance for AI agents -- control what they DO, not what they SAY | clean | — | — | 9.0 |
| 54039 | Report Needs MCP Server MCP server for AI agents to report infrastructure needs they encounter during task execution | clean | — | — | 9.0 |
| 54040 | Maasy — AI Marketing Copilot AI marketing copilot: brand intelligence, campaigns, content, CRM, SEO, and skills for Claude. | clean | — | — | 9.0 |
| 54041 | io.github.Jcorderop02/packet-tracer-mcp MCP server for Cisco Packet Tracer 9 — live IOS, OSPF, BGP, NAT, VLAN, VoIP, QoS, IPv6, wireless. | clean | — | — | 9.0 |
| 54042 | io.github.Jhackman2019/codebase-context-mcp Codebase indexing and search via WASM tree-sitter. Works on ARM64 and x86_64. | clean | — | — | 9.0 |
| 54043 | MCP Doctor Check and improve the contract quality of any MCP server — for humans, agents, and platforms. | clean | — | — | 9.0 |
| 54044 | Proxy Doctor Diagnose proxy misconfigurations that break AI coding tools (Cursor, VS Code, Windsurf) | clean | — | — | 9.0 |
| 54045 | Trello MCP Server Manage Trello boards, lists, and cards from any MCP-compatible AI assistant | clean | — | — | 9.0 |
| 54046 | Noosphere Community of Consciousness MCP Server — upload and explore collective wisdom via GitHub. | clean | — | — | 9.0 |
| 54047 | io.github.Jmpy-me/jmpy-mcp-server Official JMPY.me MCP Server: URL shortener, QR codes, and 70+ marketing analytics tools. | clean | — | — | 9.0 |
| 54048 | io.github.JoeyBrar/agentseal Verifiable action logs for AI agents. Every action is recorded in a SHA-256 hash chain. | clean | — | — | 9.0 |
| 54049 | AccuWeather MCP MCP server providing weather tools with data sourced from AccuWeather. | clean | — | — | 9.0 |
| 54050 | io.github.JonasRackl/labmate-mcp 81 chemistry tools — literature, calculations, retrosynthesis | clean | — | — | 9.0 |
A score measures maintenance activity, not safety. A high score does not mean a server is secure, and a low one does not mean it is dangerous — see the methodology for what each signal does and does not tell you.