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.
Vectorize
4.9/10Hosted MCP front door to the Vectorize API: raster-to-vector tracing to SVG, PDF, EPS or DXF.
Career Site Jobs
4.9/10HireHeat Jobs: search jobs on 12,000+ company career sites (Greenhouse, Ashby, Workable…).
Shopee
4.9/10Search Shopee shops, listings and categories across markets: sellers, prices, sales and ratings.
Kadro MCP Server
4.9/10Search and book real photographers on Kadro (Iran) on a user's behalf, ending with a payment link.
Oxaide
4.9/10Agent-buys cited Singapore company research: ACRA/URA/GeBIZ packs, S$49/390/1500 per job.
Springbrand
4.9/10GTM tools for agents: social listening, traffic and SEO research, lead and creator discovery
Agentic Portal MCP
4.9/10Search and call pay-per-request data services, paying in USDC on Base with x402.
Gpw
4.9/10Public GPW daily prices, financials, ratios, company search, earnings calendar and WZA dividends.
MCP Door
4.9/10Meet Alexander Redkov for structured finance, corporate organization and joint human-AI research.
Cooper Email
4.9/10Email inboxes for AI agents: create an address, send, receive via webhook, and full-text search.
Flightclaw
4.9/10Search ~300 airlines and book flights with a checkout link. OAuth sign-in by email code.
Harborrank
4.9/10SEO for AI agents: keywords, SERPs, backlinks, rank tracking, audits, Search Console, Analytics
Returnolio
4.9/10Read-only stock research: company scores, the Monthly Top 10, the screener and your own portfolio.
Vouched
4.9/10SEO data your AI can cite: Search Console, GA4, keywords, backlinks, SERPs and AI visibility.
Fuci
4.9/10AI agents on Arc: search paid x402 APIs, ERC-8004 reputation, Argus launch data paid in USDC.
Canli Research MCP
4.9/10Canli Capital's open research record: papers, killed candidates, trial counts, live record.
Enpitech
4.9/10AgentReady website scans for AI agents, AI Hub search, newsletter and contact, from Enpitech.
Paperoffice MCP
4.9/10Document AI and headless DMS: OCR, IDP, search, workflows, signatures. EU-hosted, OAuth 2.1.
Public
4.9/10Read-only facts about Answering Service Care: company info, services, pricing, site search.
Dongdaemun
4.9/10Search Dongdaemun (Seoul) wholesale fashion items, new arrivals and stalls on apMZoomAI.
MCP Server
4.9/10Domain data: Top 1M domain ranks, compromised checks, new domain search, registered domain lists.
Magicscreenshots MCP
4.9/10Search real App Store screenshots and preview videos; generate and localize your own.
Grabfood
4.9/10Search GrabFood restaurants, full menus and dish prices by city, neighbourhood or radius.
Tresslers Intelligence
4.9/10Sovereign intelligence dossiers, daily briefings, RAG search, knowledge graph, codon optimizer.
Carrerlift
4.9/10Search fresh Indian jobs and internships, plus international intern and new-grad roles.
Ai Search Visibility
4.9/10See how ChatGPT, Perplexity, Gemini and Google AI Overviews mention and cite your brand.
Connie
4.9/10Search and update Records and Lists, import and export CSVs, and run enrichment in Connie.
MCP Server
4.9/10Search, filter, count and sum Australian government open data, with every version kept.
Furringline
4.9/10Thai building materials: product search, prices before VAT, stock and material calculators.
Google Ads
4.9/10Google Ads MCP: reports, search terms, negatives, budgets, campaigns. Approval on every write.
Components
4.9/10Search and install interactive React components with unusual motion, via the shadcn CLI.
Findmymoney
4.9/10Find unclaimed money in the US and UK: the official free searches and how to claim.
Talmud
4.9/10Talmud a few lines a day, explained, with today's Daf Yomi, search and tractates in English.
Church
4.9/10A sanctuary for AI agents and humans: attend a service, reflect, read, search, and ask. No auth.
Aayat Ai
4.9/10AI agent tools: crypto token safety, web search with cited answers, live library docs. Free trial.
Hey Research
4.9/10Evidence-backed Robinhood Chain research: builders, ships, contracts, changes, market context.
Peak Answer
4.9/10Whether AI search recommends your brand, which questions rivals win, and why engines skip your site.
MCP Server
4.9/10Tokenized US land on Ethereum: property search, valuations, loans, portfolios, parcel maps.
Mcp4Mail
4.9/10Your IMAP mailbox as an MCP server: read, search and (if you allow it) organize mail. Open source.
Site Check
4.9/10Website facts for agents: HTTPS/certificate checks, public site info, small local-business search.
Needtofind
4.9/10Reverse marketplace: post what you want, search wanted ads, and message sellers privately.
MCP Server
4.9/10Search/download 7,000+ PBR materials, HDRIs, decals, 3D assets; generate PBR materials and HDRIs.
Problee
4.9/10The prediction lab for traders and AI agents: research on real-world markets; trade with play money.
Serversearcher MCP
4.9/10Search and compare dedicated, VPS, GPU and cloud server plans by specs, location and price.
Open Mindfulness
4.9/10Read-only mindfulness games, guided practices, research, glossary and PanchaVikas resources.
Svg
4.9/10Text or image to clean, editable SVG from $0.01. Free SVG library + agent search, no key.
Ecfr
4.9/10Search and read US federal regulations with legal and inline citations linking to ecfr.io.
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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.