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.
Diff
4.5/10MCP server for computing text diffs, comparing strings, and generating unified diff output.
Json
4.5/10MCP server for JSON processing — format, validate, diff, convert, minify, query, analyze
MCP Server
4.5/10Meta MCP server that generates other MCP servers — the factory that builds factories
Meta
4.5/10MCP server for SEO meta tag generation — title, description, Open Graph, Twitter Cards
Portkey Admin MCP
4.5/10Full Portkey Admin API MCP server — configs, prompts, keys, analytics, and more.
Cognitive Ai Memory
4.5/10Ebbinghaus-based persistent memory for Claude. Memories decay with time, strengthen on recall.
Yourmemory
4.5/10Ebbinghaus-based persistent memory for Claude. Memories decay with time, strengthen on recall.
Nanmesh MCP
4.5/1012 tools that let AI agents check trust scores and reviews before recommending any software tool.
Timezest MCP
4.5/10MCP Server for TimeZest: manage appointments, pending requests, and ticket schedules in Claude.
Domain Check
4.5/10Fast domain availability checker with RDAP/WHOIS — batch checks, TLD presets, and name generation.
Code Sentinel
4.5/10Code quality analysis MCP server - detects security issues, deceptive patterns, and placeholders
Sensecritiq
4.5/10UX research synthesis. Upload interviews and get themes, findings, and verbatim quotes in minutes.
Godotiq
4.5/10Intelligent MCP server for Godot 4. Spatial intelligence, code analysis, 35 tools.
Prompyai
4.5/10Scores your prompts against your real codebase — context-aware prompt intelligence
Shiftzap
4.5/10Manage restaurant employee scheduling, time-off, tips, and payroll via ShiftZap.
Astracipher
4.5/10Cryptographic identity for AI agents: W3C DIDs, Verifiable Credentials, post-quantum crypto
Camacho MCP
4.5/10Persistent tmux terminal for AI agents — real-time spectating, SSH host-group dispatch.
Feedback Synthesis MCP
4.5/10Synthesize GitHub Issues, HN and App Store reviews into ranked pain clusters. Pay-per-call x402.
Findata MCP
4.5/10Stocks, fundamentals, FRED economics, SEC filings & crypto. x402 micropayments, $0.01/call.
Google Search Console
4.5/10Google Search Console MCP server — search analytics, URL inspection, and sitemaps
Mobile Device MCP
4.5/10AI control of Android/iOS devices. Screenshots, UI tree, AI vision, Flutter, video. 49 tools.
Searchcraft
4.5/10Full-text search for Next.js. BM25 scoring and fuzzy matching, no external service.
Amrood MCP
4.5/10KYC-verified INR wallets for AI agents in India. Payments, escrow, and settlements.
Search Console MCP
4.5/10MCP server for GSC, Bing, and GA4. Includes analytics, health checks, and SEO insights.
MCP Openapi Runner
4.5/10Turn any OpenAPI 3.x spec into callable MCP tools for Claude. No custom integration code needed.
MCP Server Excel
4.5/10Excel automation for AI - Sheets, Power Query, DAX, VBA, Tables, Ranges and more. Windows only.
Ecb MCP
4.5/10ECB data for AI agents — rates, yields, inflation, money supply, and 100+ datasets. No API key.
Ephemeris MCP
4.5/10Precision astronomical ephemeris and planetary positions via the Swiss Ephemeris.
Scoutscore
4.5/10Trust scoring for AI agents. Check scores, fidelity, and flags for x402 services.
Scrapercity Cli
4.5/10B2B lead generation MCP server - 20+ scrapers, email finder, skip trace, and more.
Sports Betting MCP
4.5/10AI sports betting picks, odds, injuries & line movement. 1,353+ picks, 59.6% win rate.
Searchatlas
4.5/10SearchAtlas AI Agent — SEO, content, PPC, authority building, and site management
Seatable
4.5/10MCP server for SeaTable — read, write, search, link, and query data in your bases
Berth
4.5/10Database management — query, schema inspection, migrations for PostgreSQL, MySQL, SQLite.
Keel
4.5/10Network diagnostics — ping, traceroute, DNS, port scanning, and connectivity testing.
Mooring
4.5/10Git and GitHub operations — repo status, diffs, branches, PRs, issues, and Actions.
Opengraph Io MCP
4.5/10MCP server for OpenGraph.io API - fetch OG data, screenshots, scrape, and generate images
Secure Privacy MCP
4.5/10An MCP server that automatically integrate GDPR-compliant cookie consent banners into websites
Revibe MCP
4.5/10Analyze any codebase — get architecture, file roles, execution flows, and agent context.
Codeweave
4.5/10Save tokens while coding — your AI agent gets structured code context, not file dumps.
Redash MCP
4.5/10Connect Redash to Claude -- query data, manage dashboards, and run SQL with natural language.
Brain Protocol
4.5/10Verifiable Memory for AI Agents — knowledge graph, FTS, Starknet proofs, local or cloud
Screenshot Server
4.5/10MCP server for web page and cross-platform system screenshots (macOS, Linux, Windows)
Speclock
4.5/10AI Constraint Engine — enforces CLAUDE.md and .cursorrules as laws. 51 MCP tools.
Native Devtools
4.5/10MCP server for desktop, browser (CDP), and Android automation. Screenshot, OCR, click, type.
Awesome Agent Skills
4.5/10MCP server with 100+ AI agent skills from Anthropic, Vercel, Trail of Bits, Hugging Face & more.
Image Recognition MCP
4.5/10MCP server for AI-powered image recognition and description using OpenAI vision models.
Image Recongnition MCP
4.5/10MCP server for AI-powered image recognition and description using OpenAI vision models.
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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.