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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 |
|---|---|---|---|---|---|
| 41601 | Cycles — Budget Authority for AI Agents Runtime budget authority for AI agents — reserve, enforce, reconcile spend across providers | clean | — | -0.6 | 15.9 |
| 41602 | SideButton MCP Server Open-source MCP server with browser automation and knowledge packs for AI agents | clean | — | -0.5 | 15.9 |
| 41603 | Federal Compass MCP AI compass from private sector to federal career — USAJobs search, salary, KSA | clean | — | -0.6 | 15.9 |
| 41604 | io.github.srbsa/diffgate Deterministic guardrail your coding agent runs on itself: diff-scoped findings, zero LLM tokens. | clean | — | -8.1 | 15.9 |
| 41605 | io.github.synpulse8-opensource/pulse8-ai-cortex-knowledge-vault Agent-native knowledge OS on Markdown: typed graph, hybrid search, and compiler over MCP. | clean | — | -0.6 | 15.9 |
| 41606 | io.github.taehyeonglim/korean-elementary-learning-map-mcp 한국 초등 2022 개정 교육과정 학습 그래프 MCP 서버 (성취기준 620 · 원문 수록 · 주제 1,956 · 선수관계 1,894) | clean | — | -8.1 | 15.9 |
| 41607 | RevenueScope: revenue-first analytics for your EC site Ask AI about your EC site's revenue by channel, RPS/AOV/CVR, search & AI traffic, budget split. | clean | — | -0.6 | 15.9 |
| 41608 | Live Times Transit Read-only public transit departures, stop search, and city coverage for bus and train users. | clean | — | -8.1 | 15.9 |
| 41609 | RPCS-1 Agent Tuner & Translation Bridge Find your AI agent's likely failure mode, get runtime settings, and clarify ambiguous prompts. | clean | — | -8.1 | 15.9 |
| 41610 | io.github.varoriya/varo-mcp AI image, video & audio generation tools for AI agents, powered by Varoriya. | clean | — | -8.1 | 15.9 |
| 41611 | VisualTorch Render PyTorch architecture diagrams and animated GIF reveals from trusted model source. | clean | — | -0.6 | 15.9 |
| 41612 | io.github.zcor/nicepick Opinionated 'which tool should I pick?' verdicts for agents — 900+ tool/library comparisons. | clean | — | -8.1 | 15.9 |
| 41613 | Localize.io AI localization for agents: translation, TMS sync, translation memories, glossaries, post-editing. | clean | — | -0.6 | 15.9 |
| 41614 | TravelMind MCP TravelMind: 8 MCP tools for travel (12306 trains, flights, hotels, geocode, planning, policy). | clean | — | -8.1 | 15.9 |
| 41615 | Grabbit MCP Find high-intent Reddit conversations and manage lead workflows from MCP-compatible AI agents. | clean | — | -8.1 | 15.9 |
| 41616 | twitr.sh X/Twitter reads, search, monitors and posting. Pay-per-call in USDC — no signup, no API keys. | clean | — | -0.6 | 15.9 |
| 41617 | valv Let coding agents query any SQL database safely. Read-only by default and scoped by your policies. | clean | — | -8.1 | 15.9 |
| 41618 | Unraid MCP MCP server for Unraid API — provides tools to interact with an Unraid server's GraphQL API. | clean | — | -0.5 | 15.9 |
| 41619 | xyz.quillen/quillen Guarded agent surface for X & LinkedIn: discover, score, and draft in your voice. No key can post. | clean | — | -0.6 | 15.9 |
| 41620 | Entity Enricher Multi-LLM entity enrichment: schemas, single/batch enrichment, fusion, model benchmarks. | clean | — | -0.6 | 15.8 |
| 41621 | GroundTruth — subsurface scan QA & trade estimating Two independent AI models read a GPR, locate or pipe scan and flag the do-not-core call. | clean | — | -0.6 | 15.8 |
| 41622 | ai.spideriq/leads SpiderIQ Leads: lead-gen MCP (jobs, campaigns, IDAP, Maps, People, Verify, company intel, spiderPR) | clean | — | -0.6 | 15.8 |
| 41623 | Property Hazard MCP Flood, wildfire, earthquake, and coastal-storm hazard lookup for a US property. | clean | — | -0.6 | 15.8 |
| 41624 | 1inch MCP Doc search, intent & cross-chain swaps, limit orders, portfolio, spot prices, gas & all APIs. | clean | — | -0.6 | 15.8 |
| 41625 | Kudosity Send SMS, MMS and WhatsApp, manage contacts and webhooks, from AI agents. | clean | — | -0.6 | 15.8 |
| 41626 | com.mukoko/nhimbe-events Discover and manage community events across Africa on Nhimbe (Mukoko Events). | clean | — | -0.6 | 15.8 |
| 41627 | SuperSkill Registry Find, inspect and install reviewed reusable AI-agent capabilities from superskill.sh. | clean | — | -0.6 | 15.8 |
| 41628 | ParcelLaunch — 3D property listings from an address Turn a US address or parcel number into an interactive 3D flyover listing in about a minute. | clean | — | -0.6 | 15.8 |
| 41629 | com.thingctx/thingctx Drive devices and APIs from their W3C Thing Description. You gate every operation. | clean | — | -0.6 | 15.8 |
| 41630 | Laguarde Self-hostable policy control plane for AI coding agents. | clean | — | -0.6 | 15.8 |
| 41631 | dev.invoicehub/invoicehub Validate, generate & convert EU e-invoices (UBL, CII, XRechnung, Factur-X) — EN 16931 pre-validated. | clean | — | -0.6 | 15.8 |
| 41632 | Crank Protocol Non-custodial DeFi tools for AI agents on Solana: swaps, perps, lending, staking, equities. | clean | — | -0.6 | 15.8 |
| 41633 | io.gildara/mcp-server Operating contracts for AI agents. Structured instructions compiled into system prompts. | clean | — | -0.6 | 15.8 |
| 41634 | ZuckerBot — Meta Ads MCP Server 60+ Meta Ads tools for AI agents: audits, campaign management, audiences and CAPI tracking. | clean | — | -0.6 | 15.8 |
| 41635 | WORKS Public Verifier Independent static verification for exact immutable public GitHub commits. | clean | — | -0.6 | 15.8 |
| 41636 | Packkit Scaffold modern npm packages, CLIs, services and apps as a native tool for AI agents. | clean | — | -0.6 | 15.8 |
| 41637 | io.github.KN0WBOT/clavis Encrypted credential vault for AI agents — auto OAuth refresh, rate limiting, audit logging. | clean | — | -0.6 | 15.8 |
| 41638 | io.github.LeonTing1010/haplane 鸿蒙 HAP 签名部署 MCP：面向鸿蒙应用开发者，真机调试一键签装，也走华为邀测/上架。中性工具+可订阅源，本地 stdio。 | clean | — | -0.6 | 15.8 |
| 41639 | io.github.Mibayy/token-savior Structural codebase MCP server with persistent memory: navigate by symbol, recall across sessions. | clean | — | -0.6 | 15.8 |
| 41640 | Dwarf Fortress (DFHack) MCP server exposing a live Dwarf Fortress fort to an AI agent as curated, semantic tools | clean | — | -0.5 | 15.8 |
| 41641 | QuickBooks Online MCP Server QuickBooks Online MCP server for invoices, customers, and payments. OAuth 2.1 + PKCE, stdio/HTTP. | clean | — | -0.6 | 15.8 |
| 41642 | io.github.anthonysuherli/br8n Capture dev context on interrupt; replay it as a 30-second resume card. Git stash for your head. | clean | — | -0.6 | 15.8 |
| 41643 | Ryter Pro MCP server for humanizing and rewriting text with the Ryter Pro API. | clean | — | -0.6 | 15.8 |
| 41644 | Generate Tech Stack Visual tech-stack inventory of any codebase: languages, frameworks, databases, AI SDKs, infra. | clean | — | -0.6 | 15.8 |
| 41645 | Evidrift Catch TypeScript API and OpenAPI contract drift in AI-generated code, then revalidate it in CI. | clean | — | -0.5 | 15.8 |
| 41646 | MotionLint Catch bad animations before they ship. Deterministic motion audit + vision-LLM design review. | medium | — | -0.6 | 15.8 |
| 41647 | io.github.cgseyhan/architectos ArchitectOS - AI-Native Repository Intelligence & Architecture Operating System. | clean | — | -0.6 | 15.8 |
| 41648 | Korea Data Suite Korean public holidays, business-day math, and MOLIT real-estate transactions as MCP tools. | clean | — | -0.6 | 15.8 |
| 41649 | Project Context Connector Give Claude complete understanding of your software project. | clean | — | -0.6 | 15.8 |
| 41650 | Throughline Give Claude complete understanding of your software project. | clean | — | -0.6 | 15.8 |
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.