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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.
54,385
servers indexed
86
with verified activity
20.0
median score
19,556
carrying risk flags
last refreshed
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Leaderboard
Activity & maintenance, not security — how this is scored| # | Server | Flags | Stars | Change | Score |
|---|---|---|---|---|---|
| 41801 | io.github.QuasarG/taste-bank Reusable visual design systems for AI coding agents — browse, fetch, and submit styles via MCP. | clean | — | -0.6 | 15.6 |
| 41802 | Obambu cPanel MCP MCP server exposing cPanel UAPI (domains, DNS, email, MySQL, files) as tools for AI assistants. | clean | — | -0.6 | 15.6 |
| 41803 | io.github.SPAZIO-GENESI/attest-mcp Free proof-of-existence attestation for digital files, MCP tools for the imgauth service. | clean | — | -0.6 | 15.6 |
| 41804 | io.github.STR-Consulting/pacer-mcp Pacer revenue-management API as MCP tools: portfolios, pacing, market metrics, Guesty, briefs. | clean | — | -0.5 | 15.6 |
| 41805 | io.github.SaravananJaichandar/world-model-mcp Temporal knowledge graph for codebases with constraint enforcement at the edit boundary. | clean | — | -0.6 | 15.6 |
| 41806 | Tarotoo Tarot All 78 tarot card meanings (Rider-Waite-Smith): lookup, search, yes/no answers, and random draws. | clean | — | -0.6 | 15.6 |
| 41807 | io.github.TeodorMCP/universal-connector-mcp Security-first MCP server that connects any OpenAPI, GraphQL, gRPC or SOAP API to AI agents. | clean | — | -0.5 | 15.6 |
| 41808 | mcp-x402 — MCP server for agents with autonomous USDC/RLUSD payments 85+ pay-per-call MCP tools: trading, federal grants/contracts, SEC, FTD. x402 USDC/RLUSD. No keys. | clean | — | -0.6 | 15.6 |
| 41809 | Agent API Gateway Extract structured web data (product, article, company) for AI agents via Agent API Gateway | clean | — | -0.6 | 15.6 |
| 41810 | io.github.Zuga-luga/Zugabot AI dev tools + image generation, paid per-use with USDC on Base (x402). | clean | — | -0.6 | 15.6 |
| 41811 | io.github.adigold/tracktag-mcp AI music analysis for agents: BPM, key, genres, moods, instruments and 35+ tags per track. | clean | — | -0.6 | 15.6 |
| 41812 | io.github.admin978/canvas-mcp Local-first MCP server for Canvas LMS. Stdio transport, no third-party broker. | clean | — | -0.6 | 15.6 |
| 41813 | Fitness Tools Deterministic fitness calculators — TDEE, adaptive TDEE, body fat, 1RM, macros — with consensus. | clean | — | -0.6 | 15.6 |
| 41814 | NYC Restaurant Week All 636 NYC Restaurant Week Summer 2026 restaurants — filter by cuisine, borough, price, and date. | clean | — | -0.6 | 15.6 |
| 41815 | io.github.claytono/go-unifi-mcp Manage UniFi sites, devices, clients, networks, port forwarding, DNS, and firewall | clean | — | -0.6 | 15.6 |
| 41816 | io.github.clearcheck-uk/voltix-mcp DeFi intelligence for Claude: whale tracking, alpha signals, yields, token safety. USDC on Base. | clean | — | -0.6 | 15.6 |
| 41817 | io.github.damonwill78-a11y/clean-markdown Any URL to clean, LLM-ready Markdown for RAG. Strips ads, nav, and boilerplate. | clean | — | -0.6 | 15.6 |
| 41818 | io.github.dengyu123456/crochet-engine Deterministic photo-to-crochet-chart engine: stitch counts, 5 techniques, yarn estimates. | clean | — | -0.6 | 15.6 |
| 41819 | SearchForge Free open-source web search and page reading for LLMs, AI agents, and RAG. | clean | — | -0.6 | 15.6 |
| 41820 | io.github.dockster/uxspot-mcp uxspot.io UX reference: glossary, AI x UX tools directory, checklists and Learn UX curriculum | clean | — | -0.6 | 15.6 |
| 41821 | Documentero List Documentero templates, inspect field schemas, and generate Word/PDF/Excel documents. | clean | — | -0.6 | 15.6 |
| 41822 | Votura Tours Search AI-powered audio tours and points of interest by city. Walking, cycling, and driving tours. | clean | — | -0.5 | 15.6 |
| 41823 | io.github.githunt-agent/githunt-mcp Search, rank, and analyze GitHub developers for tech recruiting via GitHunt's API. | clean | — | -0.5 | 15.6 |
| 41824 | io.github.hbhqq9/bde-score 7-factor stock scoring MCP server. US/HK/CN, 74 stocks. Free + Premium (USDC/Base). x402 ready. | clean | — | -0.5 | 15.6 |
| 41825 | io.github.humanity4ai/project-human 9 humanity skills for AI agents — crisis detection, WCAG 2.2, empathy, cultural sensitivity | clean | — | -0.6 | 15.6 |
| 41826 | Consilium Principis AI advisory board (MCP): quotes verified word-for-word against public-domain texts, fail-closed | clean | — | -0.6 | 15.6 |
| 41827 | io.github.ipezygj/numguard Verify a number before an agent asserts it — evals, backtests (Deflated Sharpe), signed receipts. | clean | — | -0.5 | 15.6 |
| 41828 | io.github.jaimenbell/bus-mcp MCP server fronting a self-hosted coordination-bus HTTP API: post/read/claim/release/heartbeat. | clean | — | -0.6 | 15.6 |
| 41829 | io.github.jaimenbell/desktop-mcp Windows desktop-control MCP server: screenshot, window mgmt, mouse/keyboard input, recording. | clean | — | -0.6 | 15.6 |
| 41830 | io.github.jaimenbell/github-mcp MCP server for the GitHub REST API: issues, PRs, repos; read always on, write env-gated. | clean | — | -0.6 | 15.6 |
| 41831 | io.github.jaimenbell/rag-mcp Minimal RAG-over-a-corpus MCP retrieval: search_knowledge returns cited chunks. Local embeddings. | clean | — | -0.6 | 15.6 |
| 41832 | io.github.jaimenbell/rails-mcp Default-deny action registry, append-only spend ledger, and human sign-off audit trail (MCP tools). | clean | — | -0.6 | 15.6 |
| 41833 | io.github.jaimenbell/vllm-ops-mcp Read-only ops/health MCP server for a local vLLM instance: health tiers, GPU/VRAM, service status. | clean | — | -0.6 | 15.6 |
| 41834 | io.github.jongall45/frontrun-mcp-server Track what 1,000+ VCs follow on X to surface startups before their round. Signal for AI agents. | clean | — | -0.6 | 15.6 |
| 41835 | io.github.jyswee/bandsaas License your music to AI on your terms, and run your whole artist business. 46 tools, keyless. | clean | — | -0.5 | 15.6 |
| 41836 | io.github.kewelin/ecpro-mcp 台灣電商情報與商品比價：跨通路查 momo、PChome、品牌官網即時價格與歷史最低價、偵測網站電商技術、搜尋電商知識庫。資料來源 ecpro.tw。 | clean | — | -0.6 | 15.6 |
| 41837 | io.github.labham-llc/agentcents Local LLM cost proxy: forecasts each call and recommends the cheapest model that clears the task. | clean | — | -0.6 | 15.6 |
| 41838 | io.github.lucasmella-stack/mismem Cooperative persistent memory for LLMs: episodes, memories and traits over SQLite (FTS5, Hebbian) | clean | — | -0.6 | 15.6 |
| 41839 | open-compute (computer-use) Model-agnostic computer-use MCP: screenshot, safety-gated actions, Windows UIA targeting. | clean | — | -0.5 | 15.6 |
| 41840 | io.github.mayankmahavar1mg/mcp Developer-workflow MCP server for catalyst-core: migration guidance, debugging, and task planning. | clean | — | -0.6 | 15.6 |
| 41841 | PaperBanana-CN Generate and evaluate academic diagrams and plots with independent model connections. | clean | — | -0.6 | 15.6 |
| 41842 | AWS IoT Core MCP server for AWS IoT Core: device registry, shadows, jobs, rules, messaging. | clean | — | -0.6 | 15.6 |
| 41843 | Azure IoT Hub MCP server for Azure IoT Hub: device registry, twins, methods, jobs, messaging. | clean | — | -0.6 | 15.6 |
| 41844 | Eclipse Ditto MCP server for the Eclipse Ditto digital twin HTTP API (things, policies, connections, more). | clean | — | -0.6 | 15.6 |
| 41845 | MQTT MCP server for MQTT 5.0 brokers (publish, subscribe, topic discovery). | clean | — | -0.6 | 15.6 |
| 41846 | fs-mcp-rs A fast, configurable filesystem server for the Model Context Protocol (MCP), written in Rust. | medium | — | -0.6 | 15.6 |
| 41847 | Dabble Me Journal Private journal MCP server to search, analyze, and create Dabble Me entries securely via OAuth. | clean | — | -0.5 | 15.6 |
| 41848 | io.github.patwalls/pulse-mcp Free, agent-first social-post metrics — a post URL in, views/likes/comments out. | clean | — | -51.0 | 15.6 |
| 41849 | io.github.rzlco666/strut-stack-sql Token-efficient MCP server for MySQL, PostgreSQL, and SQLite | clean | — | -0.6 | 15.6 |
| 41850 | Kafka Sentinel Read-only Kafka observability MCP server: cluster health, consumer lag, and replay-readiness. | clean | — | -0.5 | 15.6 |
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.