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.
Shotlee
4.1/10Peptide and GLP-1 dosing math (dose to syringe units) plus search over Shotlee's articles.
Gridshot
4.1/10Virtual try-on and on-model AI fashion photography: catalog search, try-on grids, HD delivery.
Dnv Spain
4.1/10Spain Digital Nomad Visa: eligibility check by UGE rules, sworn translators search, visa facts.
Multilo
4.1/10Search Multilo's docs, fetch any public page as clean Markdown, and read the changelog.
Austin Mls
4.1/10Search Austin-area MLS listings. Free with signup; comps and market stats are paid.
Commerce
4.1/10Search ProtoClinical's current K-beauty catalog and manage buyer-approved carts and checkouts.
Dreamthreads
4.1/10Parse dreams into structured context and search DreamGraph concepts without storing dream text.
Feedback
4.1/10Capture feature requests and bug reports from chat into a searchable, AI-categorized backlog.
Jobs
4.1/10Search jobs, tailor your resume, write cover letters, and file applications for you.
MCP Server
4.1/10Official EUR-Lex, UK, US, and gazette search, metadata fetch, and change-only watches.
Polyfork
4.1/10Low-poly 3D models and kits for three.js and game engines: search, match, remix, preview.
Api Direct
4.1/10Search social media, news, forums and Google Maps: LinkedIn, X, Reddit, TikTok, YouTube.
Uk Tender Check
4.1/10Search official UK tenders and create source-linked, deterministic supplier-fit assessments.
Shopper
4.1/10Search products, view details, and try items on across stores powered by Tolstoy.
Docs
4.1/10Search and read the current MemorySync documentation while writing integration code.
Memory
4.1/10Persistent memory for AI agents. Search and store durable facts, preferences and decisions.
Eden
4.1/10Schedule posts, read your own analytics, and research viral content across seven platforms.
Acuiq
4.1/10Evidence-based acupuncture protocol matcher – search symptoms, match protocols, browse acupoints.
Caselaw
4.1/10Search 197,000+ Pakistani court judgments (1970-2025) and walk their citation graph.
Storefront
4.1/10Search gift meals and send them as gifts. Live catalog, cart, and guest checkout for SendaMeal.
Dms
4.1/10Search and act on your VC firm's deal pipeline: deals, notes, tasks, analyst assignment.
Seendb
4.1/10Video knowledge base for agents: search your library's transcripts, keyframes and on-screen text.
Reelfy
4.1/10Pay-per-use AI and data tools via x402: image, video, music, voice, search, crypto. USDC.
Bidclub
4.1/10Search 45+ investor podcasts and read transcripts, TL;DRs, digests — bilingual EN/中文, keyless.
Moltline
4.1/10Fleet entry point: 19 hosted MCP servers, 132 tools, 92 free. Searches 138 agent skills.
Research
4.1/107 research navigation, thesis, note-taking and citation skill products. 6 of 8 free.
Deep Research
4.1/10Objective-driven deep research: free daily quick search plus MPP-paid cross-source browser reports.
Booking
4.1/10Real-time booking for Korean beauty & wellness shops — search availability, get a booking link.
Search
4.1/10AI shopping search: real, in-stock US and Amazon products with prices, ratings and buy links.
Search
4.1/10AI shopping search: real, in-stock Lithuanian and EU products with prices, ratings and buy links.
Resolution Relay Api Search
4.1/10Search millions of x402 APIs for data, finance, validation, security, inventory, sync and automation
Heyyumi
4.1/10Ground your AI in verified Korean venue data: search, recommend and book real Seoul and Jeju spots.
Catalog
4.1/10Search real parts with datasheet-provenance specs, check compatibility and compose priced BOMs.
Deepsearch
4.1/10Research a person's public footprint from a name, phone, email, or username. Sourced.
Veteranhq
4.1/10VA disability rating and compensation calculations, condition lookup, and 38 CFR authority search
F1Ow
4.1/10Crypto market data & research MCP: price, derivatives, on-chain, sentiment, news, catalysts.
MCP Server
4.1/10Regulated-firm intelligence for FCA and SEC search, enrichment, relationships and saved workflows.
Best Keyword Research Api
4.1/10Best Keyword Research API: This Keyword Tool API Find millions of keyword suggestions for your SEO..
Duckduckgo
4.1/10DuckDuckGo: The DuckDuckGo Search API is a tool that allows developers and businesses to integrate.
Google Image Search
4.1/10Google Image Search: Fast and Simple Google Images Search API. You can get 100+ search results in.
Google Search
4.1/10google search: google web search api, web, images, videos, news, music, favicon, proxy, audio.
Google Web Search
4.1/10Google Web Search: Google Web Search API. Search the world’s information, including webpages.
Googlesearch Api
4.1/10GoogleSearch API: Fetch real-time Google Search results including title, links Ideal for serp api.
Instagram: Instagram public data scraper API for search, users, posts, hashtags, locations and more.
Joj Image Search
4.1/10Image Search: Fast and Simple Image Search API. You can get 100+ search results in one query!.
Marketplace
4.1/10Search the JoJ API marketplace, read endpoint docs, and call any API with one key via one gateway.
Serp Data Scraper
4.1/10SERP data scraper: Scrape Search Results and get all the data you need. On the JoJ API marketplace.
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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.