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
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.
MCP Server
4.9/10Agent-native web hosting — deploy sites, manage DNS, register domains, scale infrastructure
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.
Dockhold
4.9/10Deploy your project to a live HTTPS URL from your AI tool; read logs, set variables, resize apps.
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.
Layero
4.9/10Deploy and operate sites on Layero — hosting with build servers in Russia: domains, env, Data API.
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 apps your agent builds to a private, shareable HTTPS link, checked for leaked keys first.
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.
MCP Server
4.9/10Static hosting in Russia: sites, deploys, domains with SSL, forms, gated access, analytics via MCP.
Agentic Pipeline
4.9/10Agent-native CI/CD: follow a push to live deploy, diagnose failing stages, prove fixes, rerun.
MCP Server
4.9/10Deploy JavaScript Functions and static sites, read logs, and roll back on wawesome.
Mtdt
4.9/10mtdt.io MCP: Salesforce DevOps platform connector (metadata deployments, backups and more)
Xenition
4.9/10Docs, decks, forms, apps you build and deploy, automations, and AI images, video and voice.
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.
MCP Server
4.7/10Deploy production REST and Neo4j Graph APIs from JSON schemas in seconds. 49 tools.
Civo
4.7/10List Civo instances, Kubernetes clusters, networks and DNS; reboot instances, add rules.
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.
MCP Server
4.5/10Deploy HTML or dist/ to a live HTTPS URL. No account. Drop, MCP, or CLI.
MCP Server
4.5/10Deploy and operate multiplayer game servers on Edgegap's global edge network.
Omnara
4.5/10Deploy durable AI agents with Omnara, an open-source managed-agent platform.
Lambda
4.5/10Write, deploy and host small C# web services and sites at a public address.
Arctic
4.5/10Read Robinhood Chain live: scan a token, trace its deployer, list new launches.
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.
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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.