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.
Agents Md Generator
4.5/10Analyzes codebases with tree-sitter and generates AGENTS.md files for AI coding agents.
Figma MCP Server Actor
4.5/10MCP server enabling AI assistants to interact with Figma designs via natural language commands
Composer
4.5/10Aggregate multiple MCP backends behind a single stdio endpoint with namespaced routing.
MCP Debug Recorder
4.5/10Record debug sessions, commands, failed attempts, and successful fixes in local SQLite storage.
MCP Health Monitor
4.5/10Monitor MCP server health, uptime, response times, and Azure DevOps pipeline status
MCP Infra Lens
4.5/10SSH Linux metrics, baselines, anomaly detection, and plain-English infrastructure explanations.
MCP Ssh Tool
4.5/10Secure MCP SSH automation server with policy controls, resources, prompts, stdio, and HTTP.
Sentinel
4.5/10Zero-trust MCP security proxy with policy enforcement, PII scrubbing, approvals, and audit trails.
Cloudflare
4.5/10MCP server to manage Cloudflare Workers, KV, R2, Pages, DNS, and cache from your IDE
Dns
4.5/10MCP server for DNS lookups, reverse DNS, WHOIS, and domain checks — zero auth, zero config
Docker
4.5/10MCP server for Docker — manage containers, images, volumes, and compose services from your IDE
Contrast Checker MCP
4.5/10MCP - WCAG 2.1 color contrast checker - contrast ratios, compliance and accessible color suggestions
K8S Port Forward MCP
4.5/10Kubernetes Port Forward — MCP Server: port-forward Kubernetes services with terminal integration
Mediawiki MCP Server
4.5/10Search, read, and edit any MediaWiki wiki. Works with Wikipedia, Fandom, and more.
Omega Memory
4.5/10Persistent memory, coordination, and learning for AI agents. Local-first, 25 MCP tools.
MCP Server Tfl
4.5/10Community-built server providing real-time London transport data via the TfL Unified API
Clawtube MCP
4.5/10Minimal MCP server for ClawTube — a small, auditable control plane for skills and agents.
Stats Compass
4.5/1050+ pandas-powered tools for data loading, cleaning, visualization, and ML workflows
Token Optimizer MCP
4.5/10Intelligent token optimization achieving 95%+ reduction through caching, compression, and 80+ tools
Baepsae
4.5/10Local MCP server for iOS Simulator and macOS app automation with a native Swift bridge
MCP Server
4.5/10An MCP server that provides visual memory and context storage with knowledge graph capabilities
Spec Score MCP
4.5/10Score your specs before feeding them to an LLM. MCP server with radar chart visualization.
Operant MCP
4.5/10Security testing MCP server for penetration testing, forensics, and vulnerability assessment
Bazaar MCP
4.5/10x402 micropayment-powered developer tools: screenshots, AI analysis, PDFs, code scanning
Spot
4.5/10Create gasless market, limit, TWAP, stop-loss, take-profit, and delayed-start swap orders.
Shouldigo Surf
4.5/10MCP server for Should I Go? — real-time surf conditions for 73+ beaches worldwide
Simple MCP Server
4.5/10Simple Language MCP server — code intelligence, debugging, build, test, and VCS tools
Rekt
4.5/10REKT Store — browse and buy REKT drinks with AI-discounted pricing from any MCP client
Cloakmcp
4.5/10Stealth browser MCP server — anti-detection Chromium with snapshot-first agent interface
Agentmem
4.5/10Lightweight persistent memory for AI agents. Hybrid search. 16 tools. One SQLite file.
Tolk MCP Server
4.5/10MCP server for the Tolk smart contract compiler. Compile, validate, and explore TON contracts.
Etld MCP Server
4.5/10Deterministic B2B Data Middleware. Waterfall parsing for CSV, EDI, SEC & Finance. No hallucinations.
Pageguard MCP
4.5/10Privacy compliance scanning for AI coding tools. Detects tracking tech, cookies, and data gaps.
Pmcp
4.5/10High-quality Rust SDK for Model Context Protocol (MCP) with full TypeScript SDK compatibility
Datawrapper MCP
4.5/10A Model Context Protocol (MCP) server and app for creating Datawrapper charts using AI assistants
Omen
4.5/10Multi-language code analysis for complexity, debt, hotspots, ownership, and defect prediction
MCP Server
4.5/10Build intent specs via Socratic AI conversation. Connect to your Intent Layer for context.
Limps
4.5/10MCP planning server for AI agents — plan management, full-text search, and task lifecycle
Markview
4.5/10Native macOS markdown preview with MCP server for Claude Code. Swift/SwiftUI, no Electron.
Badge
4.5/10Agents are not bots. Prove it. MCP-native identity declaration for authorized agents.
Payclaw
4.5/10Virtual Visa cards for AI agents. JIT card issuance, human-approved, MCP-native.
Spend
4.5/10Agents are not bots. PayClaw proves it — then lets them pay. Badge + Spend on existing Visa rails.
Agentos
4.5/10AI agent fleet orchestration runtime. Spawn, coordinate, monitor autonomous agents.
Flik
4.5/10Flik - Agentic Product Delivery Platform. Visit flik.nomadis.com for more information.
Flik MCP
4.5/10Flik - Agentic Product Delivery Platform. Visit flik.nomadis.com for more information.
Android Puppeteer MCP
4.5/10MCP server for Android automation with UI interaction, screenshots, and device control
Bridgekitty
4.5/10Cross-chain bridge aggregator — compares LI.FI, deBridge, Relay, Across & more for best rates.
Postfast MCP
4.5/10MCP server for the PostFast API — schedule and manage social media posts via AI tools
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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.