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.
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
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.
Mobile Device MCP
4.5/10AI control of Android/iOS devices. Screenshots, UI tree, AI vision, Flutter, video. 49 tools.
Amrood MCP
4.5/10KYC-verified INR wallets for AI agents in India. Payments, escrow, and settlements.
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.
Keel
4.5/10Network diagnostics — ping, traceroute, DNS, port scanning, and connectivity testing.
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.
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.
Pykrx MCP
4.5/10Korean stock market data (KOSPI/KOSDAQ) with ETF tracking and fundamental analysis
Robotstxt Ai
4.5/10Analyze and generate robots.txt with AI crawler detection for 20+ bots like GPTBot and ClaudeBot.
Schema Gen
4.5/10Generate Schema.org JSON-LD markup for 12 types including Person, Product, and FAQ.
Craft Content MCP
4.5/108 content tools: Case Studies, Newsletters, Webinars, Repurposing, Thought Leadership
Craft Gtm MCP
4.5/108 strategic GTM tools: PMF, Launch, Interviews, Retention, Partners, Crisis, Competitive Intel
Gtm Alpha Consultant
4.5/10Professional GTM consultation using EPIC framework for strategic go-to-market advice.
Blogburst MCP Server
4.5/10AI social media agent — generate content, auto-pilot posting, analytics for 9+ platforms.
Slack Explorer MCP
4.5/10MCP server specialized in retrieving information from Slack messages and threads
Aruba Central MCP
4.5/10MCP server for Aruba Central: expose AP, switch, and client status to AI assistants
MCP Image
4.5/10AI image generation and editing with prompt optimization and quality presets. Powered by Nano Banana
Sub Agents MCP
4.5/10MCP server for delegating tasks to specialized AI assistants in Cursor, Claude, and Gemini
Tracking
4.5/10Track any parcel by tracking number — real-time status, event history, and carrier detection.
Air Blackbox
4.5/10EU AI Act compliance scanner for Python AI agents — scan, analyze, and remediate
Runway MCP Server
4.5/10AI video generation with Gen-4, Veo 3, and Aleph editing. Text-to-video, image-to-video, 4K upscale
Namera
4.5/10Check name availability across domains, trademarks, and social handles. Score and rank candidates.
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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.