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.
Gtmetrix
3.9/10Analyze web performance and get optimization insights from GTmetrix, directly in your AI workflow.
Soeru
3.9/10Write personalized, on-brand thank-you and packing-slip messages for your EC orders.
Phronesis Hermes
3.9/10Decision-assurance for AI agents: an auditable action boundary + receipt before it acts.
Humanoid Robots
3.9/10Market & supply-chain intelligence for 30+ humanoid robots: viability scores, specs, pricing.
Pickrate
3.9/10Whether AI agents pick a dev tool over competitors: Pick Rate, leaderboards, and reports.
Tools
3.9/10Scans schema metadata to classify PHI, score HIPAA readiness, and generate compliant migrations.
Booking
3.9/10Book Houston magician and mentalist Rick Hebert for corporate events, weddings, and parties.
Cook County Property Data
3.9/10Cook County / Chicago property by address or PIN: sales, permits, assessments, comps. Pay via x402.
Dental
3.9/10Virohana Dental Clinic, Bengaluru - clinic info, treatments, hours, contact and oral-health blog.
Screenshot
3.9/10Screenshot any URL or HTML as PNG/JPEG/WebP from your AI agent. Full-page, clean, no install.
Catalogue
3.9/10Cross-source resale listings for clothing tied to musicians, with artist lineage and buy links.
Runoscript
3.9/10Elder Futhark rune meanings, scholarly articles & book reviews, plus the runescript builder.
Property Data
3.9/10Price trends, CAGR, rental yield for Singapore private and HDB property, from URA/HDB records.
Pdf Kit
3.9/1014 PDF tools: merge, split, compress, watermark, encrypt, organize, metadata, page extraction.
Percher
3.9/10MCP-native hosting: publish and operate AI-built web apps live at name.percher.run.
Catchaset
3.9/10Live-music shows in Austin & Chicago matched to your taste (pass artists you like).
Surf Trip Planner
3.9/10Surf trip planner: live 0-100 Strike Scores, 10-day forecasts, and trip picks for 1,100+ spots.
MCP Server
3.9/10Explore your Userbrain user test data, summarize feedback, and uncover actionable insights faster.
Dxb Data
3.9/10Official Dubai real estate data: live prices and rental yields by area, from the DLD.
Nasc
3.9/10Shared memory across AI dev tools: each session hands its context to the next, not starting cold.
Pro
3.9/10Deep security scans of repos you own from your editor: dependency CVEs, SAST, git-history secrets.
Scan
3.9/10Free no-account URL security scan: 0-100 Launch Readiness score for any live site in ~15 seconds.
Stocklens
3.9/10AI-powered stock analysis: nightly ratings, on-demand deep-dives, and watchlist insights.
MCP Server
3.9/10Manage Sprites: sandboxed compute environments with exec, services, and checkpoints.
Pepys MCP
3.9/10Transcribe audio & video: diarization, timed SRT/VTT, podcasts, paste-a-link, whole-feed batch.
Data Kit
3.9/10Query, join, profile, clean and convert CSV/JSON/Parquet with server-side DuckDB over MCP.
Sentinel
3.9/10Pay-per-call safety checks for AI agents: screen a crypto address or URL before you transact.
MCP Server
3.9/10OAuth-protected, read-only-by-default MCP server for provenance-labeled QuillCaddie project memory.
Reservas
3.9/10Pesquise, cote e reserve hoteis de Cancun/Riviera Maya direto de uma IA (Cancun4me).
Img Kit
3.9/10Image toolkit: resize, compress, crop, watermark, convert, rotate, EXIF read/strip.
Doc Gen
3.9/10Generate PDF, Word (.docx) and PowerPoint (.pptx) documents from Markdown over MCP.
Doc Parse
3.9/10Parse PDF/Word/PPT/HTML to Markdown; tables as JSON, image extraction, RAG chunking, page ranges.
Web
3.9/10Web scraping to clean Markdown with JS rendering, multi-page crawl, structured extract, sitemaps.
Guide
3.9/10Trust signals for AI agents: an open agent-readiness standard and developer tool guide. Read-only.
Sprites
3.9/10Generate game sprite sheets and animations from an image, and clean up sprite backgrounds.
Gamedatakit
3.9/10Live Steam market data for AI agents: top sellers, deals, player counts. Paid per call via x402.
Memory
3.9/10Persistent agent memory paid per call via x402 USDC. Your wallet is your private memory namespace.
Thornguard
3.9/10Remote MCP security gateway for auth, redaction, policy enforcement, and audit logging.
Template Server Name
3.9/10Template MCP server example.
Respira Wordpress
3.9/10WordPress MCP with native page-builder editing, full-page creation, and WooCommerce tools.
MCP Server
3.9/10Agent-facing PDF API: merge, split, rotate, compress, images, metadata, text, and Markdown.
MCP Server
3.9/10BugBrain QA platform for AI coding tools: autonomous exploratory testing, test plans, a11y audits.
Familiar
3.9/10AI co-pilot for Foundry VTT — combat, scenes & audio. Requires the Familiar module.
Interactive Video Guide
3.9/10Guides for making interactive videos & AI product demos that answer viewers' questions.
Ehr Migration Checklist
3.9/10EHR-migration data-integrity checklist: silent data-loss modes anchored to HL7/FHIR, USCDI, HIPAA.
MCP Server
3.9/10On-brand image generation (product shots, app icons, OG cards, sprites) for AI coding agents.
Wyrm
3.9/10Persistent local-first memory for AI agents: ground truths, failure firewall, recall over MCP.
MCP Server
3.9/10Anthropometric prediction API: predict measurements, list countries, list measurement names.
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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.