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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 |
|---|---|---|---|---|---|
| 55351 | io.github.ezemiz/emplyx Emplyx HR Platform - 346+ tools for employees, schedules, time tracking & payroll | medium | — | — | 9.0 |
| 55352 | io.github.ezrabrilliant/staruml-mcp MCP server for StarUML — generate UML diagrams from AI agents via stdio or HTTP. | clean | — | — | 9.0 |
| 55353 | prompts.chat MCP Server Search and retrieve AI prompts from prompts.chat, the social platform for AI prompts. | clean | — | — | 9.0 |
| 55354 | BugCatcher Bug reports, AI diagnosis, and status management for Cursor, Claude, Windsurf. | clean | — | — | 9.0 |
| 55355 | io.github.fabkho/nuxt-i18n-mcp MCP server for managing i18n translations in Nuxt projects. | clean | — | — | 9.0 |
| 55356 | io.github.facultidev42FacultiDevelopment/faculti Search academic expert insights, papers and contributions from Faculti | clean | — | — | 9.0 |
| 55357 | io.github.fastslack/e2e-runner JSON-driven E2E test runner with parallel Chrome pool execution and 16 MCP tools. | clean | — | — | 9.0 |
| 55358 | Image Tools - Background Removal, Upscaling & Face Restoration Background removal, 4x upscaling, and face restoration via GPU | clean | — | — | 9.0 |
| 55359 | NLP Tools - Sentiment, NER, Toxicity & Language Detection Toxicity, sentiment, NER, PII detection, and language identification tools | clean | — | — | 9.0 |
| 55360 | Speech AI - Pronunciation, STT & TTS Pronunciation scoring, speech-to-text, and text-to-speech for language learning | clean | — | — | 9.0 |
| 55361 | agentpromocode ACDP reference MCP server for promo-code resolution and checkout feedback. | clean | — | -0.1 | 9.0 |
| 55362 | io.github.feedbk-ai/create-survey Create AI surveys with dynamic follow-up probing directly from your AI assistant. | clean | — | — | 9.0 |
| 55363 | io.github.feedoracle/feedoracle-macro-mcp Real-time macroeconomic signals for AI agents. 86 FRED series, regime classification, DeFi rates. | clean | — | — | 9.0 |
| 55364 | FeedOracle Stablecoin Risk 7-signal stablecoin risk scoring. 13 tools, 28+ tokens, SAFE/CAUTION/AVOID verdicts. | clean | — | — | 9.0 |
| 55365 | CacheBash Let your AI sessions talk to each other — messaging, tasks, sessions, and alerts | clean | — | — | 9.0 |
| 55366 | io.github.fegalvezg/skaut-mcp Tech product recommendations for Chile with real prices in CLP. | clean | — | — | 9.0 |
| 55367 | io.github.felixAnhalt/Figma-Context-MCP LLM-optimized Figma MCP server. | clean | — | — | 9.0 |
| 55368 | io.github.fentz26/envcp Encrypted environment variable vault with AI access policies, keeping secrets safe from AI agents. | clean | — | — | 9.0 |
| 55369 | Fetter MCP Real-time Python package and vulnerability data for AI coding agents. | clean | — | — | 9.0 |
| 55370 | ChipsAI MCP Server MCP server for ChipsAI — manage chatbots, conversations, and AI models | clean | — | — | 9.0 |
| 55371 | ChipsNews MCP Server MCP server for ChipsNews — manage news sources, articles, and triggers | clean | — | — | 9.0 |
| 55372 | Invoicetronic MCP Server MCP server for Italian electronic invoicing (SDI) via Invoicetronic API | clean | — | — | 9.0 |
| 55373 | Voice Transcriber MCP Server MCP server for transcribing Google Chat voice messages using Groq Whisper API | clean | — | — | 9.0 |
| 55374 | io.github.file-kiwi/filekiwi-mcp-server Upload files to file.kiwi and get shareable links instantly. | clean | — | — | 9.0 |
| 55375 | Blank Files MCP MCP server for listing and retrieving minimal valid blank files from blankfiles.com. | clean | — | — | 9.0 |
| 55376 | io.github.filippogroppi/luviner 13 neural engines for time-series anomaly detection, classification, and root cause analysis. | clean | — | — | 9.0 |
| 55377 | io.github.finfin/mermaid-mcp-app MCP App that renders Mermaid diagrams as interactive UI in Claude, VS Code and other MCP clients | clean | — | — | 9.0 |
| 55378 | io.github.finhay/mcp-server Finhay Securities — stock prices, portfolio, gold, crypto, and macro data via AI | clean | — | — | 9.0 |
| 55379 | Contract Security Scanner Scans Base L2 smart contracts for security risks. Risk score 0-100, detects backdoors & proxies. | clean | — | — | 9.0 |
| 55380 | ClawPipe Cost-optimized LLM pipeline + 6 AI security skills (reasoning, triage, remediation, compliance). | clean | — | — | 9.0 |
| 55381 | io.github.finsavvyai/pushci AI-native zero-config CI/CD. 19 languages, 40+ frameworks. Free forever. | clean | — | — | 9.0 |
| 55382 | FinStack MCP India-first MCP server for NSE/BSE, fundamentals, analytics, and market research workflows. | clean | — | — | 9.0 |
| 55383 | Compliance Auditor MCP City hiring-compliance MCP server with regulation search and full audit risk scoring. | clean | — | — | 9.0 |
| 55384 | io.github.firebase/firebase-mcp Gives AI development tools Firebase-specific capabilities and expertise. | clean | — | — | 9.0 |
| 55385 | io.github.fishcoco-code/guardrly-mcp Non-invasive AI Agent monitoring — audit every API call to Shopify, Meta Ads, and more | clean | — | — | 9.0 |
| 55386 | Kongen Labs — Pattern Intelligence LLM reasoning regime detection, cross-domain pattern transfer, and model routing. | clean | — | — | 9.0 |
| 55387 | io.github.fjnunezp75/gpu-bridge 30 GPU-powered AI services as MCP tools. LLM, image, video, audio, embeddings & more. | clean | — | — | 9.0 |
| 55388 | io.github.fkom13/gencodedoc Versioning de code et génération de documentation intelligents. Supporte CLI, API REST, et MCP. | clean | — | — | 9.0 |
| 55389 | io.github.fkom13/mcp-sftp-orchestrator Serveur MCP pour l'orchestration de tâches distantes (SSH/SFTP) avec une file d'attente persistante. | clean | — | — | 9.0 |
| 55390 | io.github.floomhq/floom Deploy Python functions as web apps with auto-generated UI, REST API, and shareable links. | clean | — | — | 9.0 |
| 55391 | io.github.florentine-ai/mcp MCP server for Florentine.ai - Natural language to MongoDB aggregations | clean | — | — | 9.0 |
| 55392 | io.github.flowiesner/fronius-mcp Real-time Fronius inverter data in Claude — PV, battery, grid and smart meter via local Solar API. | clean | — | — | 9.0 |
| 55393 | io.github.flsteven87/llm-wiki-mcp MCP server for Karpathy-style LLM wikis: persistent markdown your agent grows over time. | clean | — | — | 9.0 |
| 55394 | Flyto Core Execution engine for AI agents. 412 modules: browser, file, Docker, data, crypto. | high | — | — | 9.0 |
| 55395 | io.github.flytohub/flyto-indexer Code intelligence MCP server — impact analysis, semantic search, dependency graphs | clean | — | — | 9.0 |
| 55396 | io.github.fonkychen/nature-vision-mcp Identifies biological species, returning Latin names with confidence scores. | clean | — | — | 9.0 |
| 55397 | Ideabob Validation Score, validate, and pressure-test startup ideas with AI from Claude or any MCP agent. | clean | — | — | 9.0 |
| 55398 | io.github.formulahendry/code-runner Code Runner MCP Server which can run code in various programming languages. | clean | — | — | 9.0 |
| 55399 | io.github.formulahendry/mcp-server-mcp-registry MCP Server for MCP Registry to discover and search for available MCP servers in the registry | clean | — | — | 9.0 |
| 55400 | io.github.formulahendry/spec-driven-development MCP Server that facilitates spec-driven development workflows, not just Vibe Coding. | 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.