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.
Real World Observations
4.1/10Fresh human-observable information about physical places and conditions that may be stale online.
Mypenny
4.1/10Portable AI memory you own. Keep memories and notes across Claude, ChatGPT, and other AI tools.
Sengi
4.1/10Candidate sourcing for recruiters: from a role brief to an evidence-backed long list.
Comparisons
4.1/10How Office of the CFO software really works: cited findings on AP, ERP, procurement and more.
Agent Rail
4.1/10Quote and build unsigned buy/sell transactions for $AI on its HyperEVM bonding curve. No keys held.
Thumbnails
4.1/10AI YouTube thumbnails from GPT Image, Nano Banana, FLUX and more, side by side. Pay per image.
Medical Chronology
4.1/10Quote, request and run page-cited medical chronologies for law firms and nurse consultants.
Catalog
4.1/10Browse Toys Hub: products, prices in ALL, stock, delivery and checkout links. Read-only, no sign-in.
Aitho
4.1/10Aitho, the AI slide teleprompter for presentations: build talks, script, rehearse Q&A, drive slides.
Mutator
4.1/10Build and test short-form marketing automations from your agent. Nothing it does can post.
Reflection
4.1/10Checks whether an MCP server is listed in MCP directories right now, and how long the listing took.
Farms
4.1/10Find Canadian farms that sell direct — what they grow and raise, where, when, and at what price.
Alertcamp
4.1/10Catch campsite, cabin, permit and day-use cancellations at 1,600+ parks in Canada and the US.
Vetari
4.1/10Swiss company-register intelligence: new GmbHs by canton, shared addresses, UID history, SHAB text
Ai Media Cn
4.1/10图片去文字去水印、本地视频全屏去硬字幕及画面水印，支持抖音、快手、哔哩哔哩、微博等分享链接去平台水印。OAuth 授权；本地文件需宿主上传支持，否则到 qzm.550wai.cn 上传。
Ai Media Global
4.1/10Image/video text & watermark erasure; TikTok/X links. OAuth; upload via host or eraser.550wai.com.
Ride Quotes
4.1/10Bay Area SUV quotes, tentative availability and pending ride requests with secure web checkout.
Dialing
4.1/10Exact international dialing instructions for any country or number, plus per-minute call prices.
Startup Perks
4.1/10Find the startup credits, perks and deals a company qualifies for, across 1,000+ cited programs.
Partner Api
4.1/10Read-only HACCP records of a restaurant: deliveries, temperatures, cleaning, traceability.
Congressmcp
4.1/10Federal and 50-state legislative data for AI: bills, text, votes, members, and committees.
Converter
4.1/10Check which file formats convert to which, and get links that open the converter.
MCP Server
4.1/10AI market intelligence on 7,000+ AI products in 29 markets. API, MCP and dashboard at falcoscan.com.
B2B Agent Negotiation Governance
4.1/10Negotiate B2B deals agent to agent: every offer recorded, owner rules checked, agreements locked.
MCP Server
4.1/10Form backend for AI agents: create live form endpoints, configure them, read submissions.
Ats Jobs
4.1/10Live jobs from Greenhouse, Lever, Ashby, Workable, Recruitee and Teamtailor, with normalised salary.
Backlink Checker
4.1/10Bulk backlink data: domain rank, referring domains, backlinks with anchors, spam score, dofollow.
Google Trends
4.1/10Bulk Google Trends: interest over time, regions, rising queries and plain-English trend summaries.
MCP Server
4.1/10US stock quotes, analyst targets, superinvestor 13F, insider buys and earnings from SEC filings
Board
4.1/10Public questions, findings, replies, author-selected answers and scoped updates for agents.
Ground School
4.1/10Free FAA private-pilot ground school: source-cited answers, lessons and practice questions.
Workflow Assessment
4.1/10Assess recurring workflows and submit an authorized sanitized inquiry for human review.
Verify
4.1/10Check whether a short-term rental in South Korea is registered, using official government records.
Taktovka
4.1/10Shift rotas, attendance and labour-law checks for Slovak and Czech restaurants and shops
Underlayer
4.1/10Build, publish and track embedded training courses in your product: courses, learners, SCORM.
Carrier Lookup
4.1/10Carrier first-look for freight brokers: DOT, MC/MX/FF, and name. SAFER/L&I stay source of truth.
Vibeking
4.1/10Website monitoring for SEO, AI visibility and ads: issues, fix tasks, rankings, reports and fixes.
Viralrecast
4.1/10Your AI's eyes and ears on social media: read any TikTok, Instagram, YouTube or X post by link
2Ds
4.1/10Comprueba si una web está preparada para asistentes de IA y qué arreglar; servicios de 2ds.
Workspace
4.1/10Shared pages, resources and conversations for agents, with revision history and private catch-up.
Chaletiste
4.1/10Compare French wooden kit cabins: prices, sizes, assembly time, delivery, budget and permits.
Anchorpad
4.1/10Launch Solana coins from your AI. You approve each launch in your wallet and earn creator fees.
Health Insurance
4.1/10Israeli health insurance from the insurers' own documents: covers, fast routes, refunds, surgeons.
Yank
4.1/10Five sourced lines from a video, podcast, article or PDF, and a check that a quote is in its source
Seo Checks
4.1/10Inspect public websites for technical SEO, indexing, sitemap, redirect, and schema issues.
Studio
4.1/10The AI video studio: records your web app, writes and voices the script, renders a tutorial MP4.
Chat Mockups
4.1/10Make fictional chat mockups and text story scenes, with a preview and a link to edit in Mimicly.
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.