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.
Claude Find
4.1/10Pull Deep Memory from across your Claude Code Sessions — when you need it.
Plesk MCP
4.1/10Manage your Plesk hosting server using AI assistants.
Devops MCP
4.1/10Unified MCP server for Kubernetes, ArgoCD, Prometheus, PagerDuty, and Loki
Queryshield
4.1/10Secure SQL proxy for AI agents — NL→SQL, AST safety, per-agent RLS, audit log.
Transcode
4.1/10Japan market intelligence — 22 MCP tools, 10 government/exchange data sources
MCP Server
4.1/10stories.yaml — an open specification for software requirements, enforced by CI.
MCP Code Sanitizer
4.1/10Strict AI code reviewer powered by Groq. Finds bugs and vulnerabilities.
Aa
4.1/10MCP server for read-only American Airlines AAdvantage account access
Agentql
4.1/10Query webpages and extract structured data using natural language
Airtable
4.1/10Create, read, update, and delete records in Airtable bases and tables
Alchemy Nft
4.1/10Retrieve NFT metadata, ownership, and contract details across blockchains
Alpha Vantage
4.1/10Track stock prices, search symbols, and compute 50+ technical indicators
Apify
4.1/10Build, deploy, and run web scraping and automation actors in the cloud
Apollo
4.1/10Search and enrich contact and company data from 210M+ people and 35M+ companies
Asana
4.1/10Manage tasks, projects, portfolios, and team workflows
Atlassian Jira
4.1/10Create, search, and manage issues, projects, and team workflows
Bamboohr
4.1/10Manage employee records, time off, benefits, and payroll data
Box
4.1/10Manage files, folders, and team collaboration with access controls
Builtwith
4.1/10Detect technologies and tech stacks used on any website
Canvas
4.1/10Manage courses, submissions, grades, and student data in Canvas LMS
Circleci
4.1/10Manage CI/CD pipelines, workflows, and job metrics across projects
Clickup
4.1/10Manage tasks, lists, checklists, comments, and project workflows
Codacy
4.1/10Analyze code quality, security issues, and coverage across repositories
Contentful Management
4.1/10Create, update, and publish content across spaces and environments
Convertapi
4.1/10Convert files across 500+ formats: documents, PDFs, and images
E2B
4.1/10Create and manage secure sandboxes for running AI agent code
Elevenlabs
4.1/10Convert text to speech, transcribe audio, and dub videos with AI voices
Figma
4.1/10Export files, access design data, manage projects, comments, and team assets
Files Com
4.1/10Manage files, users, and automated workflows across cloud storage and protocols
Firecrawl
4.1/10Scrape, crawl, and extract structured data from websites at scale
Github
4.1/10Manage repositories, users, releases, and automate GitHub workflows
Gitlab
4.1/10Manage projects, groups, branches, merge requests, and CI/CD pipelines
Globalping
4.1/10Run network tests (ping, traceroute, DNS) from probes worldwide
Google Drive
4.1/10Manage files, folders, permissions, and collaborative content in Google Drive
Google Gmail
4.1/10Send, read, organize emails, manage labels, drafts, and filters
Google Search Console
4.1/10Query search analytics, manage sitemaps, and inspect site URLs and status
Google Sheets
4.1/10Create, read, and modify spreadsheet data, formatting, and sheets
Grafana
4.1/10Manage dashboards, users, teams, alerts, data sources, and access control
Klaviyo
4.1/10Create and manage email campaigns, lists, and marketing automation
Launchdarkly
4.1/10Manage feature flags, segments, projects, environments, and team members
Linkly
4.1/10Create short links, manage domains, and track click analytics
Linkup
4.1/10Search the web and fetch pages with sourced results, optimized for AI agents
Mailersend
4.1/10Send transactional emails, manage domains, and track delivery analytics
Miro
4.1/10Create and manage collaborative boards, items, and diagrams programmatically
Mixpanel
4.1/10Analyze user behavior with funnels, retention, cohorts, and event segmentation
Notion
4.1/10Create, update, and manage pages, databases, and workspace users
Opencage Geocoding
4.1/10Convert addresses to coordinates and reverse-geocode locations worldwide
Outline
4.1/10Create, manage, and organize team documents, collections, and share permissions
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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.