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.
Curie Commerce
4.9/10Search, compare in 3D, and buy products from 5.6M+ Shopify stores. Free tier; Pro adds checkout.
Dialogbrain
4.9/10Unified inbox MCP for WhatsApp, Telegram, Email, voice — read/send messages, search, AI agents.
Memory
4.9/10Persistent memory and vector search for AI agents. Hosted, OAuth-protected via Google sign-in.
Apple Maps
4.9/10Search Apple Maps businesses with Apple ratings and aggregated Yelp + TripAdvisor reviews.
Devdocs Io
4.9/10DevDocs.io keyless docs index + entry search + content (Angular, MDN, Rust, etc.).
MCP Server
4.9/10Discover 356K+ restaurants in 20 countries: search, reviews, cultural context, time-based offers.
Commerce
4.9/10Search, compare in 3D, and buy products from 5.6M+ Shopify stores. Free tier; Pro adds checkout.
Youtube Transcript And Youtube Search
4.9/10💯 The fastest YouTube transcript + YouTube search MCP for AI agents. Try for free.
MCP Server
4.9/10Agent-native scoring, search and routing for tokenized real-world assets across multi-chain.
Showmestepbystep
4.9/10Search, browse, and cite a 377-tutorial step-by-step how-to corpus from your AI client.
Search
4.9/10Live AI-native web search with citations. One tool for every MCP client. Flat per-request pricing.
MCP Server
4.9/10People and property search for Claude and ChatGPT. Phones, emails, addresses, relatives, properties.
Canadian Grants
4.9/10Search 1,300+ live Canadian funding opportunities — grants, tax credits, accelerators, and loans.
MCP Commerce Starter
4.9/10FastMCP commerce server starter: product catalog, search, and checkout. Deploy to Vercel in 5 min.
Gridscoot
4.9/10AU price comparison via MCP — search, compare, track. 6 tools; anonymous demo (30/day/IP).
Legalsearch
4.9/10Public Indian legal search MCP for Roop judgments, statutes, and corpus grounding.
Secant Agent Research MCP
4.9/10Paid MCP web research for agents: search, extraction, citations, and x402 payment discovery.
Codeitall
4.9/10Behavioral oracle for Rust crate APIs: runtime behavior, yank/advisory, deprecation, sig search
MCP Server
4.9/10Search 214K+ certified makeup pros worldwide: artists, salons, schools, shops, brands.
Recruiter Roles MCP
4.9/10Search Recruiter Roles: live recruiter jobs, companies, sectors, locations, and market stats.
Ia Asso
4.9/10Search 1.26M+ active French associations (official RNA registry, 10 tools, premium & RUP filters)
Kolvera
4.9/10AI sales & BD platform for Australian recruiters: search, enrich, campaign, research, reports.
Visibly Ai
4.9/10Remote SEO/GEO MCP: Search Console, keyword research, backlinks, competitor & on-page audits.
Dealscanner
4.9/10Search real-estate deals, rank top areas, run rental/BRRRR/flip analysis, pull sold comps.
Revelica
4.9/10Product intelligence for AI agents — query a Revelica workspace's ideas, specs, and research.
Tradeos MCP Test
4.9/10[TEST] TradeOS MCP bridge: ticker search, My Agent, chart TA, macro news. npm or HTTP.
Jobs MCP Proxy
4.9/10MCP server for AI job search — find jobs, track applications, get alerts. Claude, ChatGPT, Cursor.
Flightdb
4.9/10Aircraft registry search, flight history, and analytics powered by ADS-B Exchange data.
Francolabs
4.9/10UX research platform: manage studies, browse templates, read responses and analytics.
Jina Reader
4.9/10Jina AI Reader/Search MCP — turn any URL into clean LLM-ready markdown, plus web search.
Curio
4.9/10A design-style library for AI agents: search real styles, fetch a ready-to-apply design spec.
Creator Skill
4.9/10AI influencer search on TikTok, Instagram, YouTube. Deinai MCP token required; credits per result.
Benmilne
4.9/10Search and read essays by Ben Milne on payments, stablecoins, and company building.
Airport Delays
4.9/10Read-only airport delay, weather, and 24h forecast tools for AI assistants. Airport-level only.
Cert Atlas
4.9/10Search 1,580 certification exam blueprints: domains, scoring, prerequisites, compare. No API key.
Crawlora MCP
4.9/10Hosted MCP: 319 structured web-data tools for search, maps, commerce, social & finance.
Notes
4.9/10AI access to your aNotepad online notes: read, search, write, and organize via 22 tools.
Statelode
4.9/10Shared task layer for AI coding agents. One MCP surface: task_search, task_get, task_mutate.
Paper MCP
4.9/10Search arXiv/Semantic Scholar/OpenAlex + medical evidence (PubMed/Europe PMC) + LaTeX/PDF tools.
MCP Server
4.9/10Geo-based flight search MCP server. Find more flights between any two places on earth
Wasm MCP
4.9/10Read-only MCP server for the WebAssembly spec: instructions, types, sections, search, proposals.
Email infrastructure for AI agents — send, receive, search, and reply to email over MCP.
Wikivibe MCP
4.9/10Search and read public Wikivibe articles about AI coding, agents, MCP, GEO, bots and deployment.
Pickanagency
4.9/10Search 47,000+ marketing agencies and get AI-matched with fitted agencies, from Pick an Agency.
Validatethat MCP
4.9/10Run UX research from Claude — create card sort studies, list studies, pull headline stats.
Hacecuentas
4.9/10Free calculators as MCP tools: finance, taxes, health, units, dates. Search, fetch & compute.
Nextrole
4.9/10A job-search companion: tailor your CV to a role, score fit, fix ATS issues. Also via MCP.
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.