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.
MCP Server
5.9/10Agent-native web hosting — deploy sites, manage DNS, register domains, scale infrastructure
MCP Server
4.9/10Deploy static websites from AI agents. Free at mcp.shipstatic.com — no install, no signup.
MCP Server
4.9/10Deploy AI user personas to validate user journeys at scale. Find UX friction before real users do.
Canaryusers
4.9/10A flock of AI users tests your deployed app and reports where real people get stuck, with fixes.
MCP Server
4.9/10Build, deploy and manage MaShop e-commerce projects from Claude, Cursor or any MCP client.
Cabal Hunter
4.9/10Solana pre-trade safety for AI agents: cabal, bundle, dump, deployer & honeypot in one verdict.
Vibedeploy
4.9/10Deploy and host AI-built websites on EU infrastructure, straight from your AI agent.
Nodecel
4.9/10Vibe deployment for nodecel — deploy, roll back, diagnose, and manage apps and domains from chat.
Flowcastle
4.9/10Build, edit, and deploy Telegram bots on FlowCastle's hosted visual flow platform.
MCP Server
4.9/10Query financial index data, run backtests, and deploy systematic investment strategies on Index One.
Obto
4.9/10Your AI builds, deploys, and runs full-stack apps on a hosted workspace created at first sign-in.
Server
4.9/10Audit agent-distribution surfaces and create an evidence-based distribution plan.
Netcafe Build
4.9/10Deploy a live web app from one sentence. build_app + poll to a public HTTPS URL you own.
Spawnpoint
4.9/10Deploy the small apps your agent builds: one tool call returns a live, private shareable HTTPS link.
Ship Page
4.9/10Deploy HTML from any agent: POST markup, get a live URL. Static hosting API with MCP tools.
MCP Server
4.9/10Hosted MCP for creating, checking, deploying, and hosting static sites for AI agents.
Cuongpo Coti MCP
4.7/10Connect to the COTI blockchain to manage accounts, transfer native tokens, and deploy and operate…
Cuongpo Coti MCP 1
4.7/10Manage COTI accounts, deploy private ERC20 and ERC721 contracts, and transfer tokens and NFTs with…
Willform Agent
4.7/10Deploy containers on Kubernetes with x402 billing. 9 workload types and source builds.
MCP Server
4.7/10Develop, manage, and debug Railway projects, services, and deployments from within agents.
Agent Planets
4.7/10A galaxy where every AI agent owns a planet: claim free, terraform, build, visit, trade.
Scalingo
4.7/10Manage Scalingo PaaS apps, deployments, containers, logs and env vars from your AI assistant.
Deploy
4.7/10Deploy any web project with one command. AI-native platform with self-healing feedback.
Unraid Rmcp
4.7/10Rust MCP server and CLI for Unraid GraphQL, NAS, Docker, VM, and storage workflows.
Avalanche
4.7/10Act on Avalanche from your agent: scaffold a dapp, deploy a contract, mint, and read chain state.
Rarcane
4.7/10Arcane Docker and Compose management over MCP and CLI with authenticated stdio and HTTP.
Unraid
4.7/10Rust MCP server and CLI for Unraid GraphQL operations across NAS, Docker, VM, and storage workflows.
MCP Server
4.5/10Document hosting and encrypted agent memory with multi-tenant persistence.
Datadog
4.5/10Monitor infrastructure, manage agents and deployments, track metrics, logs, and events
Hatchbox
4.5/10MCP server for Hatchbox Rails hosting — env var inspection, deploys, and process monitoring.
Vercel
4.5/10MCP server for Vercel — manage deployments and view build and runtime application logs.
Agreements
4.3/10Author, validate, deploy, and operate Shodai on-chain agreements.
Laravel Forge
4.3/10Manage Laravel Forge servers, sites, and deployments from your AI assistant.
Arcane Rmcp
4.3/10Rust MCP server and CLI for Arcane Docker and container management.
Alpic MCP
4.1/10Manage your projects, debug deployment, 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.
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.
I3Deploy
3.9/10Deploy & release tracking with native MCP — ask Claude what's in production and cut the release.
MCP Server
3.9/10Pre-deploy ship gate AI agents call before shipping. Also audits the agent's own MCP config.
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
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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.