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.
Failure Intelligence
4.9/10Biomedical failure intelligence platform for terminated trials and translational analysis.
Server
4.9/10Identity, secrets, and passwordless SSH provisioning for AI agents — Keycloak, vault, MCP tools.
Trades
4.9/10Stock trades of U.S. Congress & executive-branch officials, with conflict flags. Read-only.
Taxlocus
4.9/10US sales tax for AI agents: rates, economic nexus, taxability, filing. Citation-backed.
MCP Server
4.7/10Expert-curated knowledge graphs for AI agents — PSFK Retail, Beauty, Sports and more.
Squad
4.7/10Your AI Product Manager. Surface insights, build roadmaps, and plan strategy with 30+ tools.
Human State
4.7/10Fuses biometric signals into a stress score (0-100) for AI adaptation. MCP + A2A native.
MCP Server
4.7/10Packmind captures, scales, and enforces your organization's technical decisions.
Connect
4.7/10AI-native art catalogue. Catalogue works, parse provenance, and generate signed RAIs.
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…
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…
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…
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…
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…
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…
Takodata Tako MCP
4.7/10Provide real-time data querying and visualization by integrating Tako with your agents. Generate o…
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…
Naramarketmcp
4.7/10Access Korea’s G2B procurement and Nara Market data for bid notices, awards, contracts, statistics…
Arjunkmrm Ahoy
4.7/10Send friendly, personalized greetings by name. Switch to a playful pirate voice for themed salutat…
Arjunkmrm Ahoy2
4.7/10Create friendly greetings by name, with an optional pirate tone. Explore the origin of 'Hello, Wor…
Arjunkmrm Clock
4.7/10Check the current time instantly and explore world timezones by region. Browse available continent…
Arjunkmrm Local001
4.7/10Get the current time in your preferred timezone or any region you specify. Browse concise informat…
Arjunkmrm Local02
4.7/10Get the current time in your chosen timezone and view common timezone information. Simplify schedu…
Arjunkmrm Lta MCP
4.7/10Provide real-time transportation data including bus arrivals, train service alerts, carpark availa…
Arjunkmrm Mango Sago
4.7/10Create cheerful, personalized greetings in seconds. Switch to playful pirate-speak for extra flair…
Arjunkmrm Py Test 2
4.7/10Greet people by name with friendly, customizable messages. Toggle Pirate Mode to speak like a swas…
Arjunkmrm Test0
4.7/10Get the current time in any timezone and quickly look up common timezone info. Set a default timez…
Arjunkmrm Test01
4.7/10Get the current time in any timezone. Explore concise timezone info to pick the right region. Simp…
Arjunkmrm Time
4.7/10Get the current time anywhere and access concise timezone information. Set your preferred timezone…
Arjunkmrm Tutorials
4.7/10Analyze stocks and SEC filings to surface key insights, from price and volume to insider activity…
Arjunkmrm Watch2
4.7/10Get the current time in your chosen timezone. Browse available continents and regions to pick the…
Bergeramit Bergeramit Hw3 Tech
4.7/10Create friendly greetings and add two numbers instantly. Speed up simple tasks and streamline ligh…
Bergeramit Bergeramit Hw3 Tech 1
4.7/10Add two numbers instantly and generate friendly greetings on demand. Speed up quick math and perso…
Blockscout MCP Server
4.7/10Provide AI agents and automation tools with contextual access to blockchain data including balance…
Clpi Clp MCP
4.7/10Manage simple context workflows with quick init and add actions. Access the 'Hello, World' origin…
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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.