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.
Arcane Rmcp
4.3/10Rust MCP server and CLI for Arcane Docker and container management.
Flow
4.3/10Build, validate, simulate, and deploy walkerOS event pipelines
Alpic MCP
4.1/10Manage your projects, debug deployments, and check analytics for any MCP server you host with Alpic.
Deploy App
4.1/10AppDeploy turns app ideas described in AI chat into live full-stack web applications
Preflyte
4.1/10Evidence-based market data for AI agents deploying capital in DeFi. Empirical, not advertised.
Hatchable
4.1/10Build, deploy, and host full-stack web apps from any MCP client. DB, auth, storage, cron included.
MCP Server
4.1/10Your AI agent deploys, migrates & upgrades self-hosted Odoo ERP on a server you own.
Airpipe
4.1/10Build, validate, deploy — HTTP APIs, cron jobs, webhooks and MCP tools — from your AI client.
Deploy
4.1/10Host apps built with AI: deploy to a live HTTPS URL, custom domains, secrets and backups.
Hdply
4.1/10Publish a single HTML file as a live HTTPS site in seconds. Versioned deploys, no delete tool.
Launchflag
4.1/10Feature flags and kill switches. Turn a shipped feature off in production without a deploy.
Aurora
4.1/10Create, edit, preview, and deploy full-stack web apps to a live URL from any MCP client.
Arbiter
4.1/10Decision arbitration, action routing, workflow control, deployment remediation, persistent memory.
Website Starter
4.1/10Create Markdown instructions for AI agents to build, deploy, and maintain an Astro website.
MCP Server
4.1/10Deploy and manage Jade Hosting projects from AI clients. Jade account and OAuth required.
Labs
4.1/10Real Linux labs your AI agent deploys, routes and runs, with domains, TLS, DBs and an audit log.
Profusia
4.1/10Give your AI a place to publish: living pages with live data, shareable links, no deploy pipeline.
MCP Server
4.1/10Post a video once to YouTube Shorts, Instagram/Facebook Reels, TikTok, Threads, X and Bluesky
Vibe Doctor
4.1/10Check a deployed web app for security headers, SEO, accessibility and performance, with a grade.
Domandata
4.1/10Build, preview, deploy and export academic surveys: blocks, flow logic, experiments, quotas, data.
The Deploy Log
4.1/10AI deployments that shipped and are available now, each sourced to the publisher's own page.
Ship Check
4.1/10Scan a deployed app URL for exposed keys, open Supabase tables and missing security headers.
Fly Io
4.1/10MCP server for managing Fly.io machines, apps, logs, and Docker images.
MCP Ai Tooling Detector
4.1/10Detect whether a company declares, deploys, or charges for AI, with evidence.
Prefab
4.1/10List, create and deploy your Prefab project templates from any MCP agent.
I3Deploy
3.9/10Deploy & release tracking with native MCP — ask Claude what's in production and cut the release.
Docker Facts
3.9/10Does that Docker tag actually exist? Real tags, sizes and platforms, live from Docker Hub.
Fiskmas
3.9/10Hosting for AI agents: your AI client deploys Docker apps to live HTTPS URLs over MCP.
MCP Server
3.9/10Pre-deploy ship gate AI agents call before shipping. Also audits the agent's own MCP config.
Gmtrenchor MCP
3.9/10Arc launch intelligence with a free published track record: first hours, deployers, open calls.
MCP Server
3.7/10Deploy, monitor, and manage your OpenClaw AI assistants via natural language.
Genmb
3.7/10List, read, edit, and deploy your GenMB AI-generated apps from any MCP client.
Yeku
3.7/10deploy the software your AI builds you
MCP Server
3.7/10Build, test, deploy, and operate Connic agents.
Promptui
3.7/10Build a working web app from a prompt, then deploy it to a live URL.
Pethost
3.7/10Deploy and run your projects on Pethost, your own hosting.
Platform
3.7/10Deploy and operate apps with AI agents · Деплой и поддержка приложений через AI
MCP Server
3.7/10Deploy forms and sites to live URLs from AI conversations with automatic form capture.
MCP Server
3.5/10Deploy sims to any screen. Control your displays with Claude.
MCP Server
3.5/10Deploy sims to any screen. Control your displays with Claude.
MCP Server
3.5/10Provides read access to your GKE and Kubernetes resources.
Free · No spam
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.