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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.
41,986
servers indexed
88
with verified activity
21.0
median score
13,104
carrying risk flags
last refreshed
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Leaderboard
Activity & maintenance, not security — how this is scored| # | Server | Flags | Stars | Change | Score |
|---|---|---|---|---|---|
| 6201 | Kirk — Unsupervised Structural Change Detection The Kalman filter for the non-Gaussian, non-stationary world. Unsupervised structural change. | clean | — | — | 24.0 |
| 6202 | repo-memory-mcp Persistent local memory for MCP-compatible AI coding agents, stored per repository in SQLite. | clean | — | — | 24.0 |
| 6203 | Garden Agent Platform Experimental MCP for discovering and purchasing explicitly published, versioned Agent knowledge. | clean | — | — | 24.0 |
| 6204 | Lachesis Compiler-precise code property graph for C, Python, and TypeScript, navigable over MCP. | clean | — | — | 24.0 |
| 6205 | CustomsBridge TARIC Engine Deterministic HS6/TARIC customs resolution engine and bilingual FTS5 nomenclature API (UNE Node 04). | clean | — | — | 24.0 |
| 6206 | UNE Sino-Gateway PRC Civil Code & CISG legal computation engine for Sino-Occidental trade dispute settlement. | clean | — | — | 24.0 |
| 6207 | io.github.UnityNodes/blobpedia Celestia knowledge base: CIPs, docs, forum, videos, GitHub, plus live on-chain state | clean | — | — | 24.0 |
| 6208 | io.github.UnityNodes/canton-ccpedia Canton Network: CIPs and their on-chain vote outcomes, docs, forum, validator upgrade deadlines. | clean | — | — | 24.0 |
| 6209 | Korea Tax Calculator Korean tax calculation and tax-audit judgment MCP: 41 tools with statutory citations. | clean | — | — | 24.0 |
| 6210 | Korea Tax Law Korea tax law: NTS rulings, court/tribunal decisions, basic rules, treaties, point-in-time statutes | clean | — | — | 24.0 |
| 6211 | Agent Email Local email connectivity for AI agents — read, draft, send, and organize Outlook mail via MCP | clean | — | — | 24.0 |
| 6212 | Safe Docx AI-native surgical editing of Word .docx and OpenDocument .odt files with formatting preservation | clean | — | — | 24.0 |
| 6213 | SnapRender Local stdio MCP server for SnapRender screenshots. Hosted version: com.snap-render.app/snap-render | clean | — | +12.5 | 24.0 |
| 6214 | Project Room Your team's coding agents from any vendor claim work, hand off and prove what shipped, in one room. | clean | — | — | 24.0 |
| 6215 | VAAS-X Cognitive Memory Persistent, outcome-grounded episodic memory for Claude. 14ms CPU retrieval, no GPU, no vector DB. | clean | — | — | 24.0 |
| 6216 | io.github.VBlackJack/cortex Local multi-client RAG server over the Model Context Protocol. | clean | — | — | 24.0 |
| 6217 | io.github.VBlackJack/datacron Local-first MCP server that exposes a Markdown vault through MCP. | clean | — | — | 24.0 |
| 6218 | Vugola Clip videos into captioned shorts, add captions, and schedule posts from AI agents. | clean | — | — | 24.0 |
| 6219 | Context Fabric Context sync layer for AI agents. Ensures continuity and eliminates memory drift automatically. | clean | — | — | 24.0 |
| 6220 | io.github.VOYAGER-Inc/excel-vision-mcp Excel MCP with image extraction and write support — AI agents see and edit xlsx files | clean | — | — | 24.0 |
| 6221 | VULK Create and continue apps and websites with your own VULK plan and credits. | clean | — | — | 24.0 |
| 6222 | Signal Lab Apify Data Tools Run Signal Lab Apify Actors for price tracking, keywords, RAG, transcripts, Reddit, jobs, and menus. | clean | — | — | 24.0 |
| 6223 | Kdenlive MCP Server Kdenlive video editing MCP - 36 tools for project, timeline, filters and melt rendering | clean | — | — | 24.0 |
| 6224 | Dados B3 Brazilian stock (B3) fundamentals: ratios, dividends, scores, FIIs, ETFs, BDRs. Open methodology. | clean | — | — | 24.0 |
| 6225 | GrayMatter Secure durable memory and bounded context for AI agents, with hosted OAuth and local Lite support. | clean | — | — | 24.0 |
| 6226 | io.github.Vando-sketch/nextcloud-organizer-mcp Manage Nextcloud tasks, calendar events and notes from Claude over CalDAV and the Notes API. | clean | — | — | 24.0 |
| 6227 | Vaquill Search US and Indian statutes, regulations, constitutions, and court rules. | clean | — | — | 24.0 |
| 6228 | Scout Security Deterministic, zero-token security scanner your AI agent calls to find and re-verify issues. | clean | — | — | 24.0 |
| 6229 | io.github.Vasilispapg/claude-handoff Session handoff for Claude Code: list sessions and build handoff docs another agent continues from. | clean | — | — | 24.0 |
| 6230 | PageIndex MCP Reasoning-based RAG system for chatting with long PDFs. Supports local and online files. | medium | — | — | 24.0 |
| 6231 | Sentinel Scan MCP security scanner: detect tool poisoning, prompt injection & rug-pulls - 10 OWASP heuristics. | clean | — | — | 24.0 |
| 6232 | Bandcamp crate digging Dig Bandcamp from any AI assistant: search artists, albums, labels and tracks, browse genre tags. | clean | — | — | 24.0 |
| 6233 | Engine DJ Library Assistant (unofficial) Ask AI about your Engine DJ library: BPM/key search, audits, cues, opt-in playlist and tag edits. | clean | — | — | 24.0 |
| 6234 | Serato DJ library Ask AI about your Serato library: harmonic search, crate audits, previewed crate building. | clean | — | — | 24.0 |
| 6235 | ATS Engine Read your own resume the way an ATS does and score it with a published, deterministic rubric. | clean | — | — | 24.0 |
| 6236 | Verifa Identity verification, document checks, sanctions/PEP screening and case review as agent tools. | clean | — | — | 24.0 |
| 6237 | CartScout Live product prices, stock, variants and deal ratings from Shopify, Walmart, eBay and more. | clean | — | — | 24.0 |
| 6238 | Business Days & SLA Business-day, SLA, cron and recurrence calculations — offline, holiday-aware, no network. | clean | — | — | 24.0 |
| 6239 | CDF Finance MCP Consulte contas, cartões, transações e orçamentos da sua conta financeira Vessell. | clean | — | — | 24.0 |
| 6240 | Codehelper Local-first code intelligence MCP: symbol graph, impact analysis, 60+ tools. | clean | — | — | 24.0 |
| 6241 | VibeKit Build, deploy, and operate hosted web apps on VibeKit (vibekit.bot) from any MCP client. | clean | — | — | 24.0 |
| 6242 | kwin-mcp KDE Plasma 6 Wayland GUI automation for AI agents: 30 tools (EIS input, screenshots, AT-SPI2). | clean | — | — | 24.0 |
| 6243 | Vibe MCP — Real Chrome, Remotely Drive your real, logged-in Chrome from any MCP client — even from a remote machine, no inbound port. | clean | — | — | 24.0 |
| 6244 | io.github.VicThor-wpp/mograph-mcp Drive Adobe Illustrator and After Effects, and move artwork between them as editable shape layers. | clean | — | — | 24.0 |
| 6245 | factstore A fact store for AI agents, on Postgres: registered attributes, every write citing its evidence. | clean | — | — | 24.0 |
| 6246 | io.github.VictoriaMetrics/mcp-vmanomaly MCP Server for vmanomaly - VictoriaMetrics anomaly detection | clean | — | — | 24.0 |
| 6247 | io.github.VineetV2/peon-mem Local-first memory brain for AI coding agents: hooks capture sessions, beliefs injected per prompt. | clean | — | — | 24.0 |
| 6248 | Vinv Vinv runs, tests, and finds issues in your services — with zero code changes. | clean | — | — | 24.0 |
| 6249 | VirusTotal Official VirusTotal MCP server: threat reports, file and URL submissions, and analysis recovery. | clean | — | — | 24.0 |
| 6250 | io.github.VistaDigit/flogpt Operate a floGPT workspace: AI voice agents, call transcripts, CRM, knowledge and outbound calls. | clean | — | — | 24.0 |
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.