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.
Coops MCP
4.1/10NOAA CO-OPS tides, water levels, currents, and meteorological data
Erddap MCP
4.1/10Access ocean data from 80+ ERDDAP servers worldwide
Nhc MCP
4.1/10NHC storm tracks, forecast advisories, watches/warnings, and HURDAT2 data
Ofs MCP
4.1/10NOAA OFS regional ocean model forecasts — water level, temperature, salinity
Schism MCP
4.1/10SCHISM model configuration debugging, parameter lookup, and validation
Stofs MCP
4.1/10NOAA STOFS storm surge forecasts, observation validation, and OPeNDAP data
MCP Server
4.1/10GFS-Wave (WAVEWATCH III) forecasts and NDBC buoy wave observations
Mikrotik
4.1/10MCP server for MikroTik RouterOS API
Mysql
4.1/10An MCP server for MySQL databases.
Oracle
4.1/10MCP server for interacting with Oracle databases
Postgres
4.1/10MCP server for interacting with PostgreSQL databases
Selenix MCP Server
4.1/10MCP server that bridges local apps with Selenix for browser automation.
Chipotle
4.1/10MCP server for Chipotle - let AI agents order burritos, bowls, and more
Delta
4.1/10MCP server for Delta Airlines - search flights, check status, manage trips
Doordash
4.1/10Order food from DoorDash. Search restaurants, browse menus, checkout.
Gmail
4.1/10Gmail MCP server — send, read, and search email. By Strider Labs.
Grubhub
4.1/10MCP server for Grubhub - let AI agents order food delivery
Instacart
4.1/10Order groceries from Instacart. Search stores, browse items, checkout.
Kroger
4.1/10MCP server for Kroger - search products, manage cart, place grocery orders
Panera
4.1/10MCP server for Panera Bread - browse menu, customize orders, place pickup
Southwest
4.1/10MCP server for Southwest Airlines - search flights, manage bookings
Tacobell
4.1/10MCP server for Taco Bell - browse menu, customize orders, place pickup
Target
4.1/10MCP server for Target - search products, manage cart, track orders
Taskrabbit
4.1/10MCP server for TaskRabbit - let AI agents book home services and taskers
Ubereats
4.1/10MCP server for Uber Eats - let AI agents order food delivery
Venmo
4.1/10MCP server for Venmo - check balance, send/request money, view history
Walmart
4.1/10MCP server for Walmart - search products, manage cart, track orders
Yelp
4.1/10MCP server for Yelp - search businesses, read reviews, make reservations
Publish MCP Server
4.1/10An MCP server that helps developers publish their MCP servers to the registry
Contract Security Scanner
4.1/10MCP smart contract scanner with NEAR-focused security context.
Near Wallet Manager
4.1/10MCP server for NEAR wallet creation, balance checks, and transaction signing.
Neo Vision
4.1/10Spatial DOM maps for AI agent browser navigation with anti-bot stealth.
Remi
4.1/10Apple Reminders CLI and MCP server with section support and iCloud sync
Node Runtime
4.1/10This package is intended for demonstration only. Maintained by JFrog Security.
Pagecast
4.1/10Record any browser page as GIF or video via MCP
Agent Loop MCP
4.1/10Agentic memory manager. Install Skill: npx skills add meharajM/agent-loop-mcp
Whatsapp MCP
4.1/10WhatsApp MCP Server - Human-in-the-loop for AI agents via WhatsApp
Harvey Verify
4.1/10Post-transaction outcome verification. LLM-as-judge for agent service quality.
Relayzero
4.1/10Agent economy network - arena games, tasks, USDC settlement via x402
Sprout MCP
4.1/10Model-tiered content pipeline — cheap models seed, expensive models verify
Map Traveler MCP
4.1/10Virtual traveler library for MCP
Openapi Navigator
4.1/10Navigate and query OpenAPI specs with fuzzy search, pagination, and API testing
Google Gsc
4.1/10Google Search Console MCP: search analytics, URL inspection, site management.
Gtm Ga4
4.1/10GTM + GA4 MCP: tag management, consent auditing, workspace versioning, reports.
Linkedin Ads
4.1/10MCP server for LinkedIn Campaign Manager — campaigns, creatives, and analytics
Reddit Ads
4.1/10Reddit Ads MCP: campaigns, ad groups, ads, reporting, and audience targeting.
MCP Relay
4.1/10MCP relay server for Claude Desktop Claude Code communication
Hot Memory MCP
4.1/10Two-tier memory: hot cache (0ms) + semantic search. Self-organizing.
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.