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.
Image Processing
4.7/10Image processing for AI agents: resize, convert, compress, crop, and web-ready AI-generated images.
Connect
4.7/10AI-native art catalogue. Catalogue works, parse provenance, and generate signed RAIs.
MCP Server
4.7/10AI-powered scam and threat verification for phone numbers, URLs, texts, and emails.
Bilistalkermcp
4.7/10Track Bilibili creators and get the latest updates on videos, dynamics, and articles. Fetch user p…
Aman Amith Shastry Scientific Computation MCP
4.7/10This MCP server enables users to perform scientific computations regarding linear algebra and vect…
Gemini Image MCP Server
4.7/10Analyze images and videos with Gemini to get fast, reliable visual insights. Handle content from U…
Badroobot My Test MCP
4.7/10Get current weather for any city and create images from your prompts. Streamline planning, reports…
Badroobot Test M
4.7/10Send quick greetings, scrape website content, and generate text or images on demand. Perform web s…
Reddit Ads MCP
4.7/10Manage Reddit advertising across accounts, campaigns, ad groups, posts, and ads. List accounts, fu…
Reddit Ads MCP Api
4.7/10Manage Reddit advertising end to end across accounts, funding methods, campaigns, ad groups, and a…
Reddit Ads MCP Test
4.7/10Manage Reddit advertising end-to-end: browse ad accounts and payment methods, and organize campaig…
Reddit User MCP
4.7/10Browse and manage Reddit posts, comments, and threads. Fetch user activity, explore hot/new/rising…
Aistudio Hw3
4.7/10Send personalized greetings with optional pirate flair. Compose friendly salutations for any name…
Unreal MCP
4.7/10Control Unreal Engine to browse assets, import content, and manage levels and sequences. Automate…
Unreal MCP Server
4.7/10A comprehensive Model Context Protocol (MCP) server that enables AI assistants to control Unreal E…
Cryptocultcurt Appfolio MCP Server
4.7/10Provide seamless access to Appfolio Property Manager Reporting API through a standardized MCP serv…
Dynamicendpoints Autogen MCP
4.7/10Create and manage AI agents that collaborate and solve problems through natural language interacti…
Dynamicendpoints M365 Core MCP
4.7/10*Updated June 17th 2025** Manage your Microsoft 365 services effortlessly. Create and manage distr…
Dynamicendpoints Powershell Exec MCP Server
4.7/10Execute PowerShell commands securely with controlled timeouts and input validation. Retrieve syste…
Felixyifeiwang Felix MCP Smithery
4.7/10Streamline your workflow with Felix. Integrate it into your workspace and tailor its behavior to y…
Harjap Singh 3105 Splitwise MCP
4.7/10Manage Splitwise balances, expenses, and groups from your workspace. Fetch friends and recent acti…
Hint Services Obsidian Github MCP
4.7/10Connect AI assistants to your GitHub-hosted Obsidian vault to seamlessly access, search, and analy…
Ilyagusev Academia MCP
4.7/10Search arXiv and ACL Anthology, retrieve citations and references, and browse web sources to accel…
Imronai MCP Server Browserbase
4.7/10Automate cloud browsers to navigate websites, interact with elements, and extract structured data.…
Jmoak Chrono MCP
4.7/10Convert and compare dates and times across any timezone with flexible, locale-aware formatting. Ad…
Junojunhyun Festival Finder MCP
4.7/10Discover festivals worldwide by location, date, and genre. Compare options with key details like d…
Kim Soung Won MCP Smithery Exam
4.7/10Craft quick, personalized greetings by name. Generate ready-to-use greeting prompts for a consiste…
Leghis Smart Thinking
4.7/10Find relevant Smart‑Thinking memories fast. Fetch full entries by ID to get complete context. Spee…
Linkupplatform Linkup MCP Server
4.7/10Search the web in real time to get trustworthy, source-backed answers. Find the latest news and co…
Metehangzl Pokemcp
4.7/10Provide detailed Pokémon data and information through a standardized MCP interface. Enable LLMs an…
Mistersandfr Supabase MCP Selfhosted
4.7/10Manage Supabase projects end to end across database, auth, storage, realtime, and migrations. Moni…
Nekzus Npm Sentinel MCP
4.7/10Provide AI-powered real-time analysis and intelligence on NPM packages, including security, depend…
Pablolec Keyprobe MCP
4.7/10Audit certificates and keystores to surface expiry risks, weak algorithms, and misconfigurations.…
Phionx MCP Hello Server
4.7/10Send personalized greetings to anyone. Enable Pirate Mode for swashbuckling salutations. Explore t…
Pixdataorg Coderide
4.7/10CodeRide eliminates the context reset cycle once and for all. Through MCP integration, it seamless…
Pratiksha Kanoja Magicslide MCP Test
4.7/10Create polished slide decks from text or YouTube links in seconds. Fetch video transcripts to tran…
Scrapegraphai Scrapegraph MCP
4.7/10Enable language models to perform advanced AI-powered web scraping with enterprise-grade reliabili…
Takodata Tako MCP
4.7/10Provide real-time data querying and visualization by integrating Tako with your agents. Generate o…
A Ariff Canvas Instant MCP
4.7/10Manage your Canvas coursework with quick access to courses, assignments, and grades. Track upcomin…
Aamangeldi Dad Jokes MCP
4.7/10Get a random dad joke or search by keyword to fit any moment. Retrieve specific jokes by ID for re…
Paper Search MCP Openai
4.7/10Search and download academic papers from arXiv, PubMed, bioRxiv, medRxiv, Google Scholar, Semantic…
Afgong Sqlite MCP Server
4.7/10Explore your Messages SQLite database to browse tables and inspect schemas with ease. Run flexible…
Agentmail
4.7/10AgentMail is the email inbox API for AI agents. It gives agents their own email inboxes, like Gmail
Aicastle School Openai Api Agent Project
4.7/10Fetch current stock prices and key data for symbols across global markets. Look up companies like…
Aicastle School Openai Api Agent Project11
4.7/10Fetch the latest available stock quotes by ticker symbol across international markets. Check price…
Airmang Hwpx MCP
4.7/10자동화하여 HWPX 문서의 로딩, 탐색, 편집, 검증을 한 번에 처리합니다. 문단·표·주석 추가, 텍스트 일괄 치환, 머리말·꼬리말 설정 등 반복 작업을 신속히 수행합니다. 기…
Akilat Spec Leave Manager MCP
4.7/10Track and manage employee time off with quick balance lookups and streamlined applications. Find t…
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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.