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.
Racehooks MCP
4.7/10F1 race analytics & live timing for AI assistants — webhooks, results, and race simulations.
MCP Planner
4.7/10Microsoft Planner MCP server — plans, buckets, tasks via Microsoft Graph, ETags handled
Silex
4.7/10Local-first MCP server that reconstructs architecture, workflows and business rules from your code.
MCP Server
4.7/10Liteserver access to TON: balances, account state, transactions and get-methods over native ADNL.
Ai Agent Memory MCP
4.7/10Agent-agnostic persistent memory MCP server. Local-first: memories travel with your project.
Flopsindex MCP
4.7/10GPU compute price indices over MCP; every value carries a verify URL. Five key-free tools.
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.
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.
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.
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.
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
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.
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 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.
Cejel
4.7/10Offline deterministic engineering-trust certificates for repositories, with no telemetry.
MCP Clickhouse
4.7/10Official ClickHouse MCP server for querying and exploring ClickHouse clusters and chDB.
Opentakeoff
4.7/10Construction takeoff for AI agents: load plans, set scale, measure, count, export with provenance.
Matomo MCP
4.7/10Curated read-only Matomo Analytics tools: traffic, pages, referrers, e-commerce, real-time & more.
Sistrix MCP
4.7/10Curated SISTRIX SEO tools: visibility, rankings, keywords, backlinks, AI visibility, Amazon data.
Signato
4.7/10Local confidentiality chamber: blocks the wrong AI output before it leaves the machine.
MCP Server
4.7/10Build, run, inspect, and publish browser extensions from any MCP client. 30 tools, 11 browsers.
Slack Wxo MCP Gateway
4.7/10Lifts WxO Slack limits: every-message wake-up, multi-channel MCP. https://markusvankempen.github.io/
Agent Toolbox
4.7/1026 deterministic, offline pre-action safety gates for AI agents, each with a signed verdict.
Vantio Gate
4.7/10Vantio Gate — Policy Latch dry-run evaluate for agents. No live enforce from MCP.
Veracium
4.7/10Provenance-aware memory for AI agents: quarantine, abstention gate, supersession-with-history.
Erbina
4.7/10Bootstrap, verify, and update CLI tools & MCP servers in Claude Code from recipes; audit scopes.
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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.