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.
Beevr
4.1/10Read-only access to BeevR's services, fixed-price MVP packages, case studies and articles (EN/VI).
MCP Server
4.1/10Build and publish static sites on Dotsy with draft-first MCP tools, OAuth Connect, and API keys.
Ecocheck
4.1/10Vietnam GHG inventory obligation checker, 2026 regulations, CBAM and ESG articles (read-only).
Frameo
4.1/10AI video production, idea to final cut: generate, edit and assemble films, ads and social video.
Gateway
4.1/10MCP gateway for every MCP server, OpenAPI spec and FaaS tool behind one URL: SSO, SCIM, audit logs.
Bidit
4.1/10Get private offers from local businesses in Canada for a job you describe, then choose on Bidit.
Kloudy
4.1/10Find public MCP tools and SDKs. Compact setup and Sample cards. Free discovery needs no key.
Paylyte Core
4.1/10Agent Trust Score earned through Proof of Outcome. Browse and buy as paylyte-core.
Document Reader
4.1/10Reads AIA G702/G703 pay applications and change orders from PDF to JSON. $0.04/page via x402.
Review
4.1/10Independent, cross-vendor review of a drafted recommendation, with a reviewer-attested record.
Luna
4.1/10Shared baby tracker: log feeds, sleep, nappies and solids, check nap windows and nudges.
Hostilo
4.1/10Publish and update websites from your AI chat. Hosting for AI-generated HTML, live in seconds.
MCP Server
4.1/10Collective, moderated event photo spaces: read status, list media, save a guest photo, react, star.
Booking
4.1/10Fixed-price quotes and bookings for private airport transfers: Gold Coast, Brisbane, Byron Bay.
Feedshine
4.1/10Grow sales on Google and beyond. Fix your Shopify product feeds and optimize every field in chat.
Navigi
4.1/10Community services in every Canadian community, each with the date it was last checked.
Publishing
4.1/10Build, preview and publish websites from the chat – hosting in Switzerland and the EU.
Process Assessment
4.1/10Process assessments: question packs, multi-respondent sessions, validation and result packages
Booking
4.1/10Book seniors into free, in-person tech-help sessions at libraries and venues across Australia.
Zeroslide Match
4.1/10Private B2B matching: your agent finds clients, partners and investors; you meet on double opt-in.
MCP Server
4.1/10Puerto Rico news summaries and live island conditions from 787daily, read-only over MCP.
Agency Capacity
4.1/10Agency capacity math, benchmarks, client context templates and an AI approval checklist.
Studio
4.1/10Animated map videos of any story: trips, wars, empires, storms, data. Free, no signup.
Public Catalog
4.1/10Read-only access to the Artbook Society published catalog: books, artists, editors and events.
Water Decisions
4.1/10Decision-only MCP for household water problems with governed, structured next-action guidance.
Book A Sponsor
4.1/10Find brands that already sponsor newsletters like yours, with sponsorship rates.
Outdoor Kitchen
4.1/10Plan a built-in grill and outdoor kitchen: real MSRP, priced layouts, 3D renders and dealer quotes.
MCP Server
4.1/10Censais software and AI services: browse what we build and sketch your project idea.
Chargen
4.1/10Remote MCP server for D&D: read and update your CharGen campaigns, generate NPCs and art.
Teardowns
4.1/10Read coExploro product teardowns: overall, UX and persona scores and top findings.
Performance Atlas
4.1/10Acting direction for AI video and voice: state-based behaviour kits and a free prompt linter.
Datos
4.1/10Official public data for Central America and the Dominican Republic, down to the municipality.
Flock
4.1/10Synthetic UX reviews, findings, evidence images, and repair prompts. OAuth required.
Gogoscreen
4.1/10Turn a web app URL and a one-sentence instruction into an edited demo video with voiceover.
Jigsaw
4.1/10Publish an app your AI agent built, then choose who can open it, like sharing a doc.
Ocean Conditions
4.1/10Ocean conditions by location: water visibility, swell, wind, tide, plus dive and snorkel spot picks.
Kodem
4.1/10Ask about your Kodem Security data and act on findings in plain language, with your permissions.
Laydyne
4.1/10Your AI builds, checks and compares 2D/3D floor plans and spaces, and simulates queues and robots.
Livepair Hub
4.1/10Community library of tested AI prompts with the results they produced — image, video, and agent.
Lopebase
4.1/10Your products' traffic, revenue, uptime, and content, from your LopeBase workspace.
Manufacturing
4.1/10Instant quotes and ordering for 3D printing and CNC machining: SLS, FDM, aluminum and brass parts.
Aicitizenship
4.1/10Free, unofficial citizenship-test practice: test formats, practice questions with vetted answers.
Media List
4.1/10Find journalists, editors, producers, podcast hosts and creators to pitch, by beat and location.
Atlas
4.1/10MICE industry data for AI agents: trade shows, exhibitors, organizers, venues. Asia-first.
Moovtips
4.1/10Find Moovtips services (3D websites, SEO, AI voice agent, ads, UGC) and send a quote request.
Obento
4.1/10Live USDC rates on Base, any address's Obento position, and deposits and withdrawals to sign.
Profile
4.1/10Patrick Vieira, platform engineer in London: profile, work, skills, quick answers, intro requests.
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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.