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.
Datadog MCP
4.5/10Full Datadog API access: monitors, logs, metrics, traces, dashboards, and observability tools
Reftrixmcp
4.5/10Web design analysis with 26 MCP tools: layout, motion, quality, semantic search via pgvector
Readyorai
4.5/10Zero-cost MCP server for local code inspection and best-practice recommendations
MCP Server
4.5/10Prediction market probability oracle. 500+ markets from Kalshi, Polymarket & Metaculus.
Nr MCP
4.5/10MCP server for Node-RED — safe deploy, optimistic locking, smart search, 13 tools
Developer Tools MCP Server
4.5/10Access GitHub repos, npm/PyPI packages, Stack Overflow, arXiv, and Google Scholar
Ecommerce Intelligence MCP Server
4.5/10Analyze Shopify stores, get product catalogs, pricing strategies, and store performance data
Github Analytics MCP Server
4.5/10Get GitHub repository stats, search repos, analyze languages, and compare projects
Google Maps MCP Server
4.5/10Search local businesses, generate leads, and validate emails via Google Maps data
Seo Web Analysis MCP Server
4.5/10Run Lighthouse audits, check SSL certificates, detect tech stacks, query WHOIS and DNS records
Social Content MCP Server
4.5/10Access Hacker News, Dev.to, IMDB, podcasts, and Eventbrite data through the Model Context Protocol
Yahoo Finance MCP Server
4.5/10Get real-time stock quotes, historical data, and compare stocks via Yahoo Finance
Agentsbestfriend
4.5/10MCP that provides fast, token-efficient tools for navigating, searching, and understanding codebases
Agentscore
4.5/10KYA — verify any AI agent. Six checks: deployer, model, code, abuse, permissions, deployment.
Sceneview
4.5/103D & AR SDK for Android, iOS, Web — API docs, samples, validation, and code generation.
Charlotte
4.5/10Renders web pages into structured, agent-readable representations using headless Chromium.
Auxiliar MCP
4.5/10Chrome-verified cloud service data: pricing, risks, compatibility for 69+ services
Claude Code Conversation Search MCP
4.5/10Search Claude Code conversation history with natural language queries across all projects
Lystbot
4.5/10Smart lists that your AI can actually use. Manage lists via MCP, CLI, or REST API.
Truthstack MCP
4.5/10Supplement-drug interaction safety API for AI agents with FDA adverse event data.
Mund
4.5/10Scan for prompt injection, secrets, PII, and vet MCP servers before installation
Webcomponents React MCP Server
4.5/10MCP server for UI5 Web Components for React - Developer documentation and API assistance
Oprocess
4.5/10AI-native process classification. 2436 processes + 3284 KPIs from APQC, ITIL, SCOR.
Agirails MCP Server
4.5/10Payment rails for AI agents — escrow, settlement, discovery, and disputes from any context window.
Snaprender
4.5/10Screenshot any website as PNG, JPEG, WebP, or PDF. Device emulation, dark mode, ad blocking.
Androjack
4.5/10Android engineering MCP server with verified documentation grounding and AI validation tools.
Context Fabric
4.5/10Context sync layer for AI agents. Ensures continuity and eliminates memory drift automatically.
Pageindex MCP
4.5/10Reasoning-based RAG system for chatting with long PDFs. Supports local and online files.
Aishelf MCP Server
4.5/10MCP server for AIShelf - allows AI model to choose workflows, rules, skills, and prompts for a task
Vibe MCP
4.5/10Social layer for Claude Code - DMs, presence, discovery, and games between AI-assisted developers
MCP Victorialogs
4.5/10MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and documentation
MCP Victoriametrics
4.5/10MCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API and documentation
MCP Victoriatraces
4.5/10MCP Server for VictoriaTraces. Provides integration with VictoriaTraces API and documentation
MCP Victorialogs
4.5/10MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and documentation
MCP Victoriametrics
4.5/10MCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API and documentation
Adaptive Cards MCP
4.5/10Generate, validate, and optimize Adaptive Cards for Teams, Outlook, and Copilot.
Sidclaw Governance MCP
4.5/10Governance proxy for MCP servers — policy evaluation, human approval, audit trails.
Pincer
4.5/10Secure grip for your agent's secrets - security-hardened MCP gateway with proxy token architecture
Clawswap
4.5/10Cross-chain swaps between Solana and Base for AI agents paid for via via x402 micropayments.
Wechat Devtools
4.5/10MCP Server for WeChat DevTools CLI - Automate Mini Program development & testing.
Wechat Devtools MCP
4.5/10MCP Server for WeChat DevTools CLI - Automate development & testing with 8 aggregated APIs.
Markly
4.5/10Add text or logo watermarks to images via the Markly.cloud API. Batch supported.
Wjttc
4.5/10F1-grade MCP certification. 52 tests, 9 tiers (49 scored + T9 Receipt validation). Ecosystem: #2759
Wopee MCP
4.5/10AI testing agents for web apps — dispatch test runs, crawls, fetch artifacts and status.
Fashion Shopping
4.5/10AI fashion shopping — search 2,200+ EU products, Lucy AI stylist, carts & discounts
MCP Server
4.5/10Interact with Counterparty — the token protocol on Bitcoin. Query, compose, sign.
Ai Hr Management Toolkit
4.5/10AI HR toolkit: 24 MCP tools for resume parsing, skill extraction & ATS management.
Markdown Formatter
4.5/10AI Answer Copier — Convert Markdown to PDF, DOCX, HTML, LaTeX, CSV, JSON, XML, XLSX, RTF, PNG
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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.