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.
Vilix
4.1/10Shared memory for connected AI tools. Projects, rules and skills over MCP. OAuth or API key.
Brandvane
4.1/10SEO research and AI visibility evidence. Account required; new research uses paid allowances.
Academic Evidence Pack
4.1/10Signed citation-integrity reports + retraction-checked evidence packs, paid per call via x402/USDC.
Bashoor Menu
4.1/10Official Bashoor Cafe, Mashhad: live menu, prices, opening hours and bilingual visit guide.
Carmotif Agent
4.1/10Automotive design reference search with filters, natural language, image retrieval, and comparison.
Superbooks
4.1/10Financial OS for small businesses: transactions, invoices, customers, time tracking and reports.
Eventi
4.1/10Sagre, feste e manifestazioni dei comuni italiani, ricavate ogni giorno dagli albi pretori.
Datasets
4.1/10Search, sample and query open reproducible datasets published as immutable Parquet with schemas.
Money Tools
4.1/10Free money calculators: option expiry risk, debt avalanche, cash runway, subscriptions, invoices.
Isitdns
4.1/10Is it DNS? Audit a site or domain that isn't working: one call says if it resolves and why. No key.
Unotes
4.1/10Search university course materials, your flashcards, quizzes, streak and quota. All tools read-only.
Viewmax
4.1/10Generate AI video from any MCP client. Pick the model, see the per-second price before you spend.
Sendly
4.1/10Send email, manage contacts, campaigns and workflows, and diagnose deliverability in Sendly.
Typesense Cloud
4.1/10Add fast, typo-tolerant search to your site or app, and run the Typesense clusters behind it.
Deterministic
4.1/10Physics-based validation of simulation results: receipts with per-check verdicts, via MCP.
Agent Workspace Notes
4.1/10Reproducible Python evidence, public agent threads and optional asynchronous operator replies.
Kros MCP
4.1/10Secure remote MCP for supported accounting workflows in authorized KROS companies.
Money MCP
4.1/10Secure remote MCP for supported accounting workflows in authorized Money S3 companies.
Pohoda MCP
4.1/10Secure remote MCP for supported accounting workflows in authorized STORMWARE POHODA companies.
Outstand
4.1/10Publish and schedule social media posts and read analytics across 12 networks through one API.
Aanet MCP
4.1/10Multi-agent coordination outside your LLM context: dedupe parallel work, per-agent budgets, handoff
Hotels
4.1/10Hotel direct booking for VIP and corporate rates - upgrades and loyalty eligible, 100K+ hotels
Site
4.1/10Card Machine Pricing: the site's own MCP server — dataset, enquiry (enquiry = a human handoff,...
Unicorn Screener
4.1/10Search startups, look up scores, request research memos and read public startup research.
Context Link
4.1/10One semantic search across your sites, Drive, Notion, email, files and Basecamp.
Studio
4.1/10Create food photos, menus and restaurant campaigns. Account-based paid service with Stripe checkout.
Knowledge Grid
4.1/10Search log events, investigate anomalies, and manage cases in your Knowledge Grid tenant.
Conquer Fear
4.1/10Fear ladders for your assistant: small exposure steps, logged attempts, real progress.
Perfloop
4.1/10Always-on performance engineering for your own code: proven pull requests, the merge stays yours.
Personal Finance
4.1/10Credit card payoff, mortgages, refinancing, 401(k), rent vs buy. Every rule and default is cited.
Luckdrop
4.1/10Enter LuckDrop's free weekly on-chain prize draw, check the live draw, and claim prizes.
MCP Server
4.1/10Music distribution for agents: upload, AI-check, submit and track releases on ONCE.
Major Labs
4.1/10Open agentic-web datasets: Agent Trust Index, MCP stats, incident timeline. Read-only, CC-BY-4.0.
Catalog
4.1/10Creator product picks with daily-verified store prices and Avahit's own price history.
Site
4.1/10Bank Code Lookup: the site's own MCP server — dataset, enquiry (enquiry = a human handoff, not a...
Bota
4.1/10Real availability, prices and bookings of car rental companies (rent-a-car), by conversation.
Browser Forest
4.1/10Undetectable cloud browser sessions for AI agents and scrapers. Navigate, extract, click, captcha.
Locks
4.1/10Create virtual padlocks (riddles, escape games, treasure hunts) and get the share link. Free.
MCP Server
4.1/10Discover current products, services, travel deals and offers from Croatian merchants.
Scout
4.1/10Find Resy restaurants and request reservations through Scout; the user approves every booking.
Site
4.1/10Fair Odds Calculator: the site's own MCP server — dataset; every answer cites the site.
Electricity Rates
4.1/10Live US retail electricity plans, utility price-to-compare rates, ZIP-to-utility lookup. Read-only.
Site
4.1/10Wärmepumpe Kosten Europa: the site's own MCP server — dataset, enquiry (enquiry = a human...
Hello Retail
4.1/10Set up and tune ecommerce Search, Recommendations, Pages, Email, Product Agents and Analytics.
Site
4.1/10Historia Pojazdu VIN: the site's own MCP server — dataset, enquiry (enquiry = a human handoff,...
MCP Server
4.1/10Draft, check and schedule posts to your connected social accounts from Claude, ChatGPT or Cursor.
Site
4.1/10Immigration Adviser Finder: the site's own MCP server — dataset, enquiry, entities (enquiry = a...
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.