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.
Rank Fast
4.1/10Google index checks with diagnosis, real autocomplete keyword ideas, AI visibility, guest post shelf
Anto
4.1/10AI copilot for artisan food makers — stock, orders, HACCP and billing from your chat.
Journey Planner
4.1/10Plan intercity journeys in India by train, flight or both, with a fare for every travel class.
Aperture Wallet Knowledge
4.1/10Verified Aperture Wallet product, security, network, release, and Journal knowledge.
Crypto Swap
4.1/10Quote, create and track cross-chain crypto swaps. Non-custodial exchange, no account, no KYC.
Flownode
4.1/10Generate images, video, audio and 3D with FlowNode; results land in your asset library.
Facturx
4.1/10Validate Factur-X, CII & UBL e-invoices free, no key. Generate compliant invoices from JSON.
Counselorai
4.1/10College-access writing and financial-aid analysis tools for counselors, students, and families.
Borsabovini
4.1/10Italian cattle market: daily official quotations, marketplace listings, transporters. No auth.
Living Stack Commerce
4.1/10Remote MCP for Living Stack offer discovery and buyer-authorized checkout preparation.
Yoya Booking
4.1/10Book meetings on a host's real availability. No auth - mirrors their public Yoya page.
Preflight Safe Swap
4.1/10Safe Solana swaps for AI agents with risk checks, unsigned transactions, x402, and 3-bp fees.
Tookeffect
4.1/10Independent effect verification and signed receipts for consequential AI agent actions.
MCP Server
4.1/10Read and author Inbox Academy courses, lessons, and quizzes for your organizations.
Pingroom
4.1/10Send mobile pings and route human questions, approvals, and handoffs from AI agents.
MCP Registry Uptime
4.1/10Annuaire vérifié des serveurs MCP : ce qui est mort, protégé ou en retard de spec.
Terminal
4.1/10Mongolia's signed macro data terminal: 2,500+ series, Ed25519 passports, curve/FX/CPI/MSE.
Price Tracker
4.1/10Tracks Agoda hotel prices for your dates, keeps checking, and shows what changed — with evidence.
Coffee Addict
4.1/10Every bag of specialty coffee on sale in New Zealand, re-read nightly from each roaster's shop.
Verified Engine
4.1/10Student-loan answers, each logged with a verify link. Sign in with Finology Software or an API key
Viewprinter
4.1/10Schedule social posts to TikTok, Instagram, Facebook, YouTube and X; manage accounts and media
4Grand
4.1/10Free fantasy pools for the four tennis Grand Slams. What play for love means, and who is winning.
Mcpify
4.1/10Non-custodial Hyperliquid perp trading: live markets, account state, user-armed order execution
Fulfillment
4.1/10Print-on-demand fulfillment: manage orders, catalog and account from AI clients. Writes ask first.
Alchemist Cloud Tickets
4.1/10Dispatch and track Alchemist Cloud tickets, watch deploys, read logs, and query your project DB.
Chipp
4.1/10Build and manage Chipp AI apps: prompts, knowledge, custom actions, and chat with your apps.
Everyn
4.1/10Use Everyn's hosted MCP server to turn datasets into reviewed, exportable results.
Helpdesk
4.1/10AI-native helpdesk hosted in Germany: tickets, replies, KPIs and knowledge base over MCP.
Map MCP
4.1/10Turn CSV or Excel data into styled choropleth and categorical maps of India from plain language.
Tbpi
4.1/10Bank-scoped TBPI analytics for community bank executives. Perlucem account required.
Preape
4.1/10Check Arc/RadarDEX tokens before buying. Creator, LP lock, holders. GO/CAUTION/AVOID.
Robutler
4.1/10Build, remix, and run apps with agents on Robutler. Search, delegate, post, chat, manage channels.
MCP Server
4.1/10Route optimization for delivery fleets: plan, edit, and re-optimize multi-stop routes by prompt.
Thewholetorah
4.1/10Torah lessons in six languages: grounded search, cited lessons, sources, honest ask.
Trustgrowth
4.1/10Site scores, audits, Search Console, keywords, competitors, authority and AI visibility tools.
Vetaid
4.1/10Real Board of Veterans' Appeals outcome data for VA disability claims. No key needed.
MCP Server
4.1/10Travel tools for AI agents: plan and edit real trips, search stays and tours, import travel videos.
Hvac Builder
4.1/10Design, solve and simulate HVAC systems from real components, weather years and buildings.
Seller Assistant
4.1/10Connect AI clients to Seller Assistant workflows for Amazon wholesale operations.
WhatsApp for your app or AI agent over OAuth2 — the same connections WASync runs inside your CRM.
Sreddy
4.1/10Flat-fee Canadian SR&ED claim preparation through the AI you already use. Key issued at sreddy.ca.
MCP Server
4.1/10Official Aave MCP for V3 and V4 markets, positions, governance, and transaction preparation.
Ar Analyst
4.1/10Ask your accounts-receivable portfolio anything. Read-only, scoped to your account.
Aso Skill
4.1/10Current App Store rankings, keyword metrics, app metadata, and credit balances for AI agents.
Support Agent
4.1/10Run your website's AI support agent: knowledge, conversations, leads and live replies.
Operations Reconciliation
4.1/10Deterministic operations reconciliation for AI agents: COMPLETE, INCOMPLETE, or NEEDS_REVIEW.
Quote Exchange
4.1/10Indicative US auto insurance prices for agents: rating facts only, no PII, consented path to agents.
Free · No spam
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.