The MCP Server Directory
Every Model Context Protocol server, scored on reliability, documentation, maintenance, and adoption. Independent, opinionated, refreshed daily from the official registry.
What this is
The MCP Server Directory is a live, independently maintained index of Model Context Protocol servers published to the official registry. Each server is scored 0–10 on four dimensions: reliability, documentation quality, maintenance velocity, and adoption. The directory is free, updated daily, and built by MegaOne AI.
Kcp Harness
4.7/10MCP compliance proxy between agent and tools: deterministic governance, fail-closed, audit trail.
Kavel MCP
4.7/10Discover Kavel's AI photo/video generators, get tuned prompts, and open the right tool on kavel.ai.
Server
4.7/10Voris privacy-native web analytics for AI agents: query metrics & citations, scaffold tracking.
College Roi MCP
4.7/10U.S. college ROI data: 30-yr NPV for 500 colleges, lifetime ROI for 134 majors. Keyless.
Scannd
4.7/10Trigger security scans and read reports/vulnerabilities via the hosted Scannd API. Free: 2 scans/mo.
Avalanche
4.7/10Act on Avalanche from your agent: scaffold a dapp, deploy a contract, mint, and read chain state.
Crumbtrail
4.7/10Recorded browser sessions, backend spans, and database row diffs as one ranked fix bundle.
MCP Server
4.7/10Practice library for coding agents: skill search/invoke, seed patches, scout, reflect, ADR writer
Server Ops MCP
4.7/10Server ops MCP: logs, monitoring, code edit, Nginx & certs. Local + SSH, confirmations & redaction.
Nomacms MCP Server
4.7/10MCP server for NomaCMS. Manage collections, fields, content, assets, and webhooks via AI agents.
Showagent
4.7/10Search, resume and convert AI coding sessions (Claude Code, Codex, Gemini, OpenCode, Pi) over MCP.
Focusrelay
4.7/10Connect AI tools to OmniFocus on macOS to find, review, and safely update tasks and projects.
Finops MCP
4.7/10See where your cloud and AI bills go, and spend less. Local-first, in your terminal or editor.
Mailsnail
4.7/10Send USPS letters, postcards & certified mail from any agent. No signup; pay-per-piece via Stripe.
Labelgrid MCP
4.7/10Official LabelGrid MCP server — manage your music catalog, releases, analytics and distribution.
Lolik MCP
4.7/10Live trends → money-ready intelligence: forecasts, virality scores, opportunities, daily briefs.
Mimic Ai
4.7/10Builds Figma from your design system: real components and tokens, enforced, learning every build.
Myrmex Hive
4.7/10Zero-inbound-port MCP gateway for managing distributed edge servers over reverse SSH tunnels
Weavatrix
4.7/10Native Weavatrix MCP: 43 read-only repository tools across 24 code and configuration surfaces.
Sqemo
4.7/10Design ERDs with your team's naming standards: query/edit entities and relationships, SQL/DBML
Vibatchium
4.7/10Patchright stealth + Vibium-style LLM-friendly CLI for agentic browser automation.
Autowhisper MCP
4.7/10Drive your AutoWhisper AI CMO to generate and publish marketing content from any MCP client.
Browser Use
4.7/10Control a real Chrome browser to complete any task: fill forms, extract data, book flights.
MCP Server
4.7/10Build smart-glasses apps with AI agents: scaffold, validate, and simulate before real hardware.
Scrapeunblocker MCP
4.7/10Fetch any web page's HTML or AI-parsed JSON through the ScrapeUnblocker anti-bot API.
Traintools
4.7/10Recommend paper-backed diagnostics for PyTorch and Hugging Face training problems.
Google Health Fitbit MCP
4.7/10Privacy-first Google Health API MCP server for health, sleep, activity and HR agents
Brandsystem MCP
4.7/10Use existing brand guidelines with AI. Turn websites, PDFs, and Figma into a .brand runtime.
Mysql Ops MCP
4.7/10MySQL MCP server: browse schema, query, CRUD. Delete/drop gated by user approval.
Maya MCP
4.7/10Control Autodesk Maya scenes with 71 typed tools for modeling, animation, shading, and more.
Cyberhuatuo
4.7/10Gold-first AI-agent traceback diagnosis, exact fixes, verification, and reusable prescriptions.
Picoberry MCP
4.7/10An AI 3D workspace for games, VR, and beyond. Generate, remesh, texture, and animate 3D assets.
Turk Hukuku Ictihat MCP
4.7/10Türk yargı kararlarını (Yargıtay, Danıştay, AYM) resmî kaynaklardan yapay zekâya açan MCP sunucusu.
Turk Hukuku Mevzuat MCP
4.7/10Türk mevzuatının resmî güncel metnini (mevzuat.gov.tr) yapay zekâya açan MCP sunucusu.
Puzzletide
4.7/10Word search, crossword, and sudoku generators, printable PDF worksheets, and verifiable LLM evals.
Framedash MCP Server
4.7/10MCP server for Framedash game telemetry: query analytics, heatmaps, perf regressions, and alerts
Forge MCP
4.7/10MCP server + tools for the Forge E-- generative-music authoring loop (compile / run / commit).
Argot
4.7/10Read-only context and complete checks against patterns learned from git history. Local; no LLM.
Heartwood Memory
4.7/10Heartwood Memory — governed AI agent memory; signed provenance. BUSL-1.1; not OSI open source.
MCP Server
4.7/10Lightweight browser automation for AI agents: navigate, screenshot, extract, PDF. One small binary.
Apache Airflow MCP Server
4.7/10Diagnose Airflow failures from UI links with bounded logs and optional recovery actions.
MCP Connectwise Psa
4.7/10ConnectWise PSA (Manage) MCP server — tickets, time entries, companies, configurations, BYOK
MCP Itglue
4.7/10IT Glue MCP server for MSPs — documents, flexible assets, semantic vector search, RBAC, and BYOK
MCP Planner
4.7/10Microsoft Planner MCP server — plans, buckets, tasks via Microsoft Graph, ETags handled
Schemasure
4.7/10Extract schema-valid JSON from text/HTML or document images. Pay per call via x402 V2.
Fablecut
4.7/10Zero-dependency browser video editor AI agents drive via a JSON timeline over MCP; ffmpeg export.
Keyshot MCP
4.7/10Control local KeyShot scenes, cameras, environments, and renders through headless scripting.
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New servers, score changes, breakages
Every Monday: what shipped, what broke, what's worth trying. Five minutes. No filler.
Four dimensions, weighted
- Reliability (30%) — repository present, permissive license, not archived, official status.
- Documentation (20%) — description length, website presence, README quality.
- Maintenance (25%) — how recently the code was pushed; versioning discipline.
- Adoption (25%) — GitHub stars (log-scaled), remote availability, official endorsement.
What is MCP?
MCP stands for Model Context Protocol. It is an open standard introduced by Anthropic in late 2024 that lets AI assistants like Claude connect to external tools, data sources, and services through a common interface. An MCP server is a small program that exposes one capability (file access, a database, an API) to any MCP-compatible AI client.
Where does the data come from?
Every server in this directory is pulled from the official Model Context Protocol Registry at registry.modelcontextprotocol.io. We also enrich each entry with GitHub metadata (stars, last commit, license, primary language) where a repository is linked. The full re-scan runs daily.
How are servers scored?
Each server gets a 0–10 overall score, weighted from four sub-scores: reliability (30%), documentation (20%), maintenance (25%), and adoption (25%). The full methodology is visible on this page under "How scoring works".
Is this affiliated with Anthropic?
No. MegaOne AI is independent. Anthropic created the MCP standard and maintains the reference implementations, but this directory is built separately and rates all servers including Anthropic's own.
How often does the directory update?
The pipeline re-fetches the full registry and re-scores every active server once per day. Individual entries are refreshed whenever a new version is published to the official registry.
Is it free?
Yes. Browsing, filtering, and searching the directory is free. The weekly email briefing is free. There is no account required.