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.
Unreal MCP
8.5/10A comprehensive Model Context Protocol (MCP) server that enables AI assistants to control Unreal Engine through the native C++ Automation Bridge plugin. Built with TypeScript and C++.
Unreal MCP Server
8.5/10A comprehensive Model Context Protocol (MCP) server that enables AI assistants to control Unreal Engine through the native C++ Automation Bridge plugin. Built with TypeScript and C++.
Skills Search
8.4/10Search and discover Agent Skills from the skills.sh registry. Powered by HAPI MCP server.
Unreal Engine MCP
8.2/10A comprehensive Model Context Protocol (MCP) server that enables AI assistants to control Unreal Engine through the native C++ Automation Bridge plugin. Built with TypeScript and C++.
Strata
8.2/10Klavis AI: MCP integration platforms that let AI agents use tools reliably at any scale
Exa
8.2/10Fast, intelligent web search and web crawling. New mcp tool: Exa-code is a context tool for coding
MCP Server
8.1/10Packmind seamlessly captures your engineering playbook and turns it into AI context, guardrails, and governance.
Docs MCP
8.0/10Your AI coworker for any folder: local-first, secure by design, cross-platform, and built for supervised automation.
Registry
7.9/10Publish and discover MCP servers via the official MCP Registry. Powered by HAPI MCP server.
Spotdb
7.4/10Give your agents a secure, containerized SQL sandbox with MCP or API access enabled with DuckDB. No infra required, quick spin-up cycle. Push any CSV — query, analyze,…
Preclick MCP
7.2/10Safe Agentic Browsing. Assess target URLs for potential threats and alignment with the agent's browsing intent before navigation.
Urlcheck MCP
7.2/10Safe Agentic Browsing. Assess target URLs for potential threats and alignment with the agent's browsing intent before navigation.
Analytics
7.2/10MCP server for data analytics — Shopify, Stripe, CSV analysis, forecasting, ML. Works in Claude, Cursor, and any MCP client. Ask a question, get an interactive report.
Contabo
7.0/10HAPI MCP Server 😁 - Adopt MCP without rewriting your backend (Brownfield). Start from scratch with an API-First and AI-Ready approach (Greenfield).
Lenny Rachitsky Podcast
7.0/10HAPI MCP Server 😁 - Adopt MCP without rewriting your backend (Brownfield). Start from scratch with an API-First and AI-Ready approach (Greenfield).
HAPI MCP Server 😁 - Adopt MCP without rewriting your backend (Brownfield). Start from scratch with an API-First and AI-Ready approach (Greenfield).
Openai Tools
7.0/10HAPI MCP Server 😁 - Adopt MCP without rewriting your backend (Brownfield). Start from scratch with an API-First and AI-Ready approach (Greenfield).
Petstore
7.0/10HAPI MCP Server 😁 - Adopt MCP without rewriting your backend (Brownfield). Start from scratch with an API-First and AI-Ready approach (Greenfield).
Strava
7.0/10HAPI MCP Server 😁 - Adopt MCP without rewriting your backend (Brownfield). Start from scratch with an API-First and AI-Ready approach (Greenfield).
Inflow
7.0/10MCP Server for agents to onboard, pay, and provision services autonomously with InFlow
Dossier
6.8/10MCP server for dossier automation standard - enables LLMs to discover, verify, and execute dossiers
Newzai
6.8/10MCPServerNewsAI is an intelligent news aggregation and analysis system designed to collect, process, and summarize real-time news using AI. It enables fast insights, trend detection, and structured information…
News MCP
6.8/10MCPServerNewsAI is an intelligent news aggregation and analysis system designed to collect, process, and summarize real-time news using AI. It enables fast insights, trend detection, and structured information…
MCP Explorium
6.7/10Access live company and contact data from Explorium's AgentSource B2B platform.
Mcpcap
6.6/10An MCP server for analyzing PCAP files.
Game Assets
6.6/10Generate game assets using AI: sprites, 3D models, animations, spritesheets, sound effects, music, and voice. Perfect for game developers and creative projects
Bilistalkermcp
6.6/10Bilibili MCP server (Model Context Protocol) for AI agents. Access user profiles, videos, dynamics, articles, subtitles, and followings.
MCP Server
6.6/10MCP server for AgentTrust — A2A communication, agent identity, HITL escalation, and prompt injection detection
Database
6.6/10A single-binary MCP server for MySQL, MariaDB, PostgreSQL, and SQLite
Human State
6.4/10Fuses biometric signals into a stress score (0-100) for AI adaptation. MCP + A2A native.
Cryptocultcurt Appfolio MCP Server
6.4/10Provide seamless access to Appfolio Property Manager Reporting API through a standardized MCP serv…
MCP Server
6.4/10Receipt-based verification for AI agent workflows — create, verify, and poll ephemeral proof objects
MCP Server
6.2/10Search companies, enrich contacts, and reveal emails and phones from your AI agent.
Squad
6.1/10Remote Model Context Protocol (MCP) server for Squad AI. Manage your product strategy with your favourite AI agent.
Search MCP
6.0/10The best web search for your AI Agent
MCP Server
6.0/10Search bills and speaker-attributed hearing transcripts across all 50 US state legislatures.
MCP Server
5.9/10Intent tracking, decision recording, and team coordination for AI coding assistants
I18N Agent
5.8/10AI-powered translation for 48 languages with context-aware quality
Aman Amith Shastry Scientific Computation MCP
5.8/10This MCP server enables users to perform scientific computations regarding linear algebra and vect…
MCP Server
5.7/10Social media search and analytics across X, Reddit, Bluesky, YouTube, and more
Gemini Image MCP Server
5.6/10Analyze images and videos with Gemini to get fast, reliable visual insights. Handle content from U…
Task MCP
5.5/10An MCP server for deep research or task groups
Danushkumar V MCP Discord
5.4/10Implement Discord MCP server enabling AI assistants to interact with the Discord platform.
Reddit Ads MCP
5.2/10Manage Reddit advertising across accounts, campaigns, ad groups, posts, and ads. List accounts, fu…
Reddit Ads MCP Test
5.2/10Manage Reddit advertising end-to-end: browse ad accounts and payment methods, and organize campaig…
MCP Server
5.2/10Bring Kubit into your AI workflow — query your warehouse with natural language
Badroobot Test M
5.0/10Send quick greetings, scrape website content, and generate text or images on demand. Perform web s…
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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.