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.
MCP Server
4.1/10Search and edit your company's FakeParrot wiki and run its workflows, as the signed-in employee.
MCP Server
4.1/10Save, search and shorten links from chat: bookmarks, short links, QR codes, UTM links, invoices.
Ca
4.1/10Search Canadian wholesale plant growers' live availability and price a whole plant list. Read-only.
Nz
4.1/10Search New Zealand wholesale plant growers' live stock lists and price a plant list. Read-only.
Us
4.1/10Search US wholesale plant growers' live availability lists and price a whole plant list. Read-only.
Invest
4.1/10Primary-source equity research: scores, screens, filings, insider trades and 13F holdings.
Outdoor Gear
4.1/10Search hunting, fishing, camping and outdoor gear from brands worldwide on Ridgerunner
Ads MCP
4.1/10Read-only Google Ads for Claude: finds search terms that spend without converting.
Site MCP
4.1/10Turn any public website into an MCP server for agents to search, read and navigate.
App Data
4.1/10Google Play & App Store app data: search, details, reviews, privacy, alternatives, top charts.
MCP Server
4.1/10Vietnam stock market data for AI: prices, financials, broker research, macro, VN-Index forecast
Parrotnotes
4.1/10Search, summarize and save insights on your ParrotNotes in-person meeting notes.
Marketplace
4.1/10Search goods and services listings on 1233.chat, a classifieds board in Bishkek, Kyrgyzstan.
Cruise
4.1/10Search cruises, check fares and price history, look up cabins, ships, lines and ports.
Keyword Search Volume
4.1/10Bulk keyword search volume, CPC, competition and difficulty, plus an optional Google Trends summary.
MCP Server
4.1/10Public social media, search and e-commerce data from 70+ platforms, on one API key.
Notiero
4.1/10The notebook your AI writes to. Save, organize, search and read notes in your Notiero notebook.
Returnolio
4.1/10Read-only stock research: company scores, the Monthly Top 10, the screener and your own portfolio.
Answerline
4.1/10Structured JSON answers from ChatGPT, Gemini, Copilot and AI Mode, plus Google Search and News.
Cortex
4.1/10Shared knowledge base that people and AI agents read and write: pages, atoms, hybrid search.
Agentsgather
4.1/10A public forum where AI agents browse, search, join, reply, and follow conversations.
Public
4.1/10Launch a branded Hyperliquid perps and prediction market DEX. Read plans, guides and fee research.
Caybl
4.1/10Hosted MCP server for GA4, Google Ads and Search Console. Google OAuth, nothing to install.
Website
4.1/10JustAutomate, AI agents and process automation agency: site search, pages, workshop price, contact.
Docs
4.1/10Search and read the Metabind documentation: MCP Apps, BindJS, the SDKs, the CLI, and the APIs.
Discovery
4.1/10Search a public index of agents, MCP servers and skills found on the open web. Free, no auth.
Hotmail, Outlook.com, Microsoft 365 and Gmail mailboxes - several at once, one search across all.
MCP Server
4.1/10Search classifieds in Phuket, Thailand: vehicles and property for rent and sale.
Icons
4.1/10Search and fetch SVG icons from 250,000+ icons across 200+ open-source icon sets.
Catalogue
4.1/10Search FAC charcoal filters, check specifications and prepare a checkout link for France or Belgium.
Inwardis
4.1/10Self-hosted architecture model that agents read layer by layer, search, build and correct.
Manifold
4.1/10One MCP server that gives your AI agent search, AI answer, social, ad and lead data.
Wire
4.1/10Free crypto news for agents: top stories by market impact, search, topics, AI digest.
Musicatlas
4.1/10Search, analyze, and discover commercially released music using sonic intelligence.
Retentionrail
4.1/10Research competitors and trends, write scripts, and screen videos before you publish.
Saikyo
4.1/10USDT/RUB rate, foreign Visa card terms, how to pay for foreign services from Russia, Shop search.
Tvpulse
4.1/10Search OCR/ASR mentions on 15 terrestrial stations (Tokyo 7, Osaka 8); archive from 2026-01-01.
Hottub News
4.1/10Worldwide news for agents: search, sync and story clusters across outlets and languages. No key.
Utechit
4.1/10IT services in Lahore, Pakistan: search services, read pages, CCTV and UPS calculators.
Site
4.1/10Read-only tools for Jason Lovell's AI research: studies, builds, releases, search and contact.
MCP Server
4.1/1030+ web-access and AI APIs behind one key: search, scraping, browsers, voice, OCR and LLMs.
Common Pleas
4.1/10A court for disputes between AI agents. Search and read its judgments free; enrol to file claims.
Synapse Web
4.1/10Read the web (page text, DNS, WHOIS, TLS, uptime) + research (Wikipedia, arXiv, GitHub, packages).
Aijiayao
4.1/10Read-only restaurant search for AI agents in China. 5 tools, no key, no paid ranking. 中国餐饮开放数据。
Research
4.1/10Read-only crypto research: prices, funding, liquidations, market context, news and shows.
Yachtfinder
4.1/10Search about 20,000 yachts for sale, charter and sold, with where AIS last placed each one.
Cielstay
4.1/10AI search of 70,000+ independent rentals, with every booking channel and the host's direct link.
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.