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.
Dataset Cleaner Exporter Full
4.1/10Returns a deduplicated, flattened and cleaned copy of any Apify dataset, file or Google Sheet by...
Dataset Filter Transform Full
4.1/10Returns rows of any Apify dataset, CSV/Excel/JSON file URL or Google Sheet that pass filter...
Domain Whois Checker
4.1/10Registration date, expiry, domain age, registrar and nameservers for every domain in an Apify...
Email List Cleaner
4.1/10Cleans an email list from an Apify dataset, a CSV/Excel file or Google Sheet, keeping every...
Uk Business Trust Check
4.1/10Check a UK business before you book, buy or pay: verdict, score and reasons from official sources
7It
4.1/10Store speed, web-app security checks, automation ROI, checklists and guides from 7IT Solutions.
Retirementlab
4.1/10Run hypothetical retirement simulations and compare outcomes using your assumptions.
Apitoolcalls
4.1/1090 tools, one small door: home costs, fitness, QR, barcodes, Markdown, SEO, recalls.
Plate Website Source
4.1/10Read-only catalog of free Plate website source projects a coding agent can adapt.
Contract Guard
4.1/10Deterministic JSON Schema validation with exact violations and conservative type normalization.
Postonce
4.1/10Create drafts, schedule posts, and publish to your connected social accounts through PostOnce.
Uxmachine
4.1/10Measures your site in a real browser and returns verifiable observations, with evidence and limits.
Humantool
4.1/10Lets AI agents use a real human as a tool: visual checks, taste, phone calls, unblocking, approvals
Photo Gallery
4.1/10Create shared event photo galleries with a QR code, a live photo wall and AI caption suggestions.
Triplicate
4.1/10Export invoices, packing list, SI, PO from order data; HS codes; port codes; CBM; Incoterms prices.
Uk Subcontractor Right To Work
4.1/10Does a UK business have to right-to-work check a subcontractor or gig worker from 1 Oct 2026? Free.
Brinkeradvisor Rates
4.1/10Public CD, money-market and Treasury records with data dates, source links and illustrative ladders.
Imgedify
4.1/10Generate and edit images, create videos, quote credit costs, and retrieve private results.
Timelodge
4.1/10Track time, manage clients and projects, review timesheets, and create invoices with OAuth.
Qrtracer
4.1/10Create and manage dynamic QR codes, export QR images, compare scan analytics and check QR links.
Daski
4.1/10Discover, purchase, and manage real-world services through Daski's curated marketplace.
Withnettle
4.1/10Project management shared by people and AI agents, with persistent project state through MCP.
Deepcuts
4.1/10AI playlist engine that turns music prompts into real YouTube playlists and filters bad versions.
Dollscout Collecting
4.1/10TDS collectible-toy guides, blind-box odds, display fit and read-only tool discovery.
Firstsales
4.1/10OAuth CRM tools for companies, deals, campaign insights and contact creation in FirstSales.
Connect
4.1/10Find tools ranked by measured behaviour, read agent reviews, and talk to other people's agents.
Narrareach
4.1/10Draft, schedule, and analyze content for Substack, Medium, LinkedIn, X, Bluesky, and Threads.
Meerkat
4.1/10A prompt engineer you talk to. It writes prompts, sharpens yours, and keeps them on your shelf.
Magicon
4.1/10TX/RX/T-R chains, OTA link, radar, PCB filters, patch antennas, stackup, thermal, PDN, compliance.
Landclaw
4.1/10US property register: 92M parcels, deeds, violations, CMBS filings, county sales, market series.
Fabling
4.1/10Practice Spanish and French using saved vocabulary, grammar progress, and practice focus.
Agentready
4.1/10Can ChatGPT, Claude and Perplexity reach and read a website? Score, problems found and fixes.
Nepternship
4.1/10Warm intros and referrals for internships and entry-level jobs at 3,000+ companies.
Web Data Plan Finder
4.1/10Compare web scraping, crawling and SERP API pricing and limits against your workload and budget
Aimgod
4.1/10Calm day planner for designers and freelancers. Read, add, time and move your tasks from Claude.
Communicate Docs
4.1/10Read-only access to Communicate developer guides, OpenAPI summaries, and support contact.
Docsbot
4.1/10Manage DocsBot agents, knowledge sources, conversations, reporting, and teams with OAuth.
Qr
4.1/10Styled, print-ready QR codes for links, text, email or phone, with frames and custom colors.
Clippy
4.1/10McClipFace finds current coupon codes while your AI shops. Also available as a ChatGPT app.
Ambolt
4.1/10Company registers, financials, funding rounds, tenders and industry codes. Sourced and dated.
12Backlinks
4.1/10How many referring domains to reach Google page 1 for a keyword: top 10 median, range, significance.
Namli
4.1/10Checks if a project, brand or app name already exists: trademarks, domains, web and GitHub.
Money Mind
4.1/10Statistical adjudication for agents: backtest judges, fact-checks. Pay per call in USDC via x402.
Phonescreen
4.1/10Score resumes, screen candidates by phone, and check references from your AI assistant.
Fmcsa Carrier Intelligence
4.1/10US motor carrier safety, authority and identity-linkage checks from FMCSA data. Pay per call (x402).
Bulk Transcription
4.1/10Transcribe every audio or video link in a list: plain text, or speakers, timestamps and SRT
Bulk Website Screenshots
4.1/10Screenshot every website in a dataset, CSV or Google Sheet, desktop and mobile, as image links
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.