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.
Space Intelligence
3.7/10Space company and market intelligence from SNTL Space.
Mcpbinder
3.7/10Read project context and manage tasks in MCPBinder, with access you control.
Ticketsdata MCP
3.7/10Real-time ticket listings, prices and fees across major ticket marketplaces.
Hireseeker
3.7/10Поиск IT-вакансий из Telegram и карьерных сайтов компаний. Без регистрации.
Check X402 Payment Readiness
3.7/10Call before paying an x402 resource. Returns PAY/BLOCKED. Does not move funds.
Gastrosync
3.7/10Connect AI assistants to Gastrosync for catering and event management.
Tools
3.7/10UK waste codes, HAVS, noise, first aid, paperwork and construction statistics.
Indexagentmcp
3.7/10Diretório de dados de empresas brasileiras para agentes de IA.
Comment
3.7/10Read, edit and improve shared documents and knowledge with people and agents.
Agent Assurance
3.7/10Read-only MCP gateway. Paid verify is $0.01 USDC on Base.
Uncertainty Calculator
3.7/10Evaluate mathematical expressions and propagate measurement uncertainty.
Webclaw
3.7/10Turn any URL into clean markdown/JSON for AI agents. Self-hostable web content extraction.
MCP Kql Server
3.7/10Execute KQL in AI prompts via NL2KQL with schema discovery and Azure Data Explorer integration
Greeting MCP Server
3.7/10An MCP server greeting
R Packagedev MCP
3.7/10MCP server for R package development using usethis, devtools, renv, and testthat
Spaceship MCP
3.7/10Manage domains, DNS records, contacts, marketplace listings, and more via the Spaceship API
Local Voice MCP
3.7/10Give your MCP clients the ability to speak by running local voice models using Chatterbox TTS
Ibmcloud
3.7/10IBM Cloud CLI MCP server
MCP Server
3.7/10Elixium AI — XP-native agile platform. TDD-gated stories, team decisions, learning loop.
Nido
3.7/10Manage temporary or persistent Linux VMs (QEMU/KVM). Designed for AI agents and automation.
Predictive Maintenance MCP
3.7/10Industrial vibration analysis, bearing fault diagnosis, ISO 20816, and ML anomaly detection
Netlicensing MCP
3.7/10Labs64 NetLicensing MCP server for AI-driven software license lifecycle management.
Bitbucket MCP
3.7/10Model Context Protocol (MCP) server for Bitbucket Cloud and Server API integration
Smartschool MCP
3.7/10Access Smartschool courses, grades, assignments, and messages through the Model Context Protocol
Noderail
3.7/10Provenance and governance layer for AI-readable knowledge. NodeRail answers what AI should trust.
Prefect MCP Server
3.7/10MCP server for Prefect. Monitor and debug workflows, deployments, and automations.
Planform MCP
3.7/10Create and manage Planform UML diagrams, nodes, and links. For VS Code and Cursor.
MCP Okx
3.7/10MCP Server for okx.com
MCP Quickstart
3.7/10quickstart for mcp deployment
Jobdonebot
3.7/10MOVED: This server has been renamed to com.jobdonebot/tools. Please use the new name.
Aidb
3.7/10Debug any supported language with breakpoints, variable/state inspection, and stepping.
Propresenter MCP
3.7/10ProPresenter 7 MCP server
Appium MCP
3.7/10MCP server for Appium mobile automation on iOS and Android devices with test creation tools.
Vynn MCP
3.7/10Self-improving AI workflows with backtesting, prompt optimization, and scheduling
Stylobridge
3.7/10Air-gapped Markdown/PDF to Word converter with brand templates and audit logging.
Agent Observability
3.7/10Agent observability: structured logging, cost tracking, and compliance audit trails
Append Log MCP
3.7/10A generic append-only log MCP server. Persist timestamped JSON entries and query them by recency.
Vettly
3.7/10Content moderation for AI applications. Moderate text, images, and video with configurable policies.
C2Pa MCP
3.7/10Read and verify Content Credentials (C2PA) from images and media using the c2pa Rust SDK
MCP Property Valuation Server
3.7/10MCP服务器，提供房产小区评级和评估功能
MCP Zmq
3.7/10MCP server for ZMQ messaging
Redshift MCP Server
3.7/10Secure, read-only access to Amazon Redshift with schema introspection and smart sampling
Percept
3.7/10Give your AI agent ears — ambient voice intelligence with 8 MCP tools for Claude Desktop
Weather MCP
3.7/1017 weather tools, no API keys: forecasts, alerts, air quality, marine, radar, lightning, wildfires
Playwright MCP
3.7/10Playwright Tools for MCP
MCP Jira Server
3.7/10MCP server for self-hosted Jira instance with Personal Access Token authentication
Engineer Your Data
3.7/10MCP server for data engineering: validation, transformation, visualization, and APIs.
MCP Server
3.7/10GoReleaser MCP server
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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.