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.
Merchant Context
4.5/10Resolve sourced merchant facts and safe actions before an agent acts.
Layven
4.5/10Shared drive for your agents and teammates.
Profile
4.5/10Read-only access to Sigao Li's profile, CV and case studies. Bilingual (EN/ZH).
Agent Rails
4.5/10Shopping MCP for AI agents: search, compare, Amazon buy links. Auto-register.
Autonomous Intelligence
4.5/10Non-custodial, rug-gated crypto swaps + token safety + discovery for AI agents.
Cashflow13
4.5/1013-week cash flow plan with a live Excel workbook, not just an answer in chat.
MCP Minimax
4.5/10MCP server for MiniMax H3 multimodal video generation
One Brain
4.5/10Shared memory for a team in Claude Code: what one person records, everyone has.
Loyal Spark
4.5/10Onchain loyalty MCP on Base: programs, mint, rewards, vouchers for AI agents.
Creator
4.5/10Build browser games on gamedev.pl from your coding agent.
Parsee
4.5/10Цены, наличие, отзывы и СПП с Ozon и Wildberries — на компьютере продавца
Singing Vocal Lesson Booking
4.5/10Request online singing lessons with Voice School and Daria Klishina.
Tomba MCP Server
4.5/10MCP server for Tomba email finder, verification, and contact enrichment API
Imaginevid Ai Generation
4.5/10OAuth-protected ImagineVid MCP for image, video, and music generation.
Yo
4.5/10Let agents send content-free push notifications to a paired phone via MCP.
Ads
4.5/10Buy Telegram subscribers and website traffic, billed per verified result.
Thinkreview
4.5/10Live PR/MR code reviews via review_url_code. OAuth or portal Bearer auth.
Agencyai MCP
4.5/10AgencyAI's public MCP for service discovery and AI-readiness assessment.
Saferoute
4.5/10Noncustodial Base x402 payment control and seller settlement recovery
Alertchecker MCP
4.5/10Create AI-monitored web alerts from plain English — just say "Alert me when..."
Ai
4.5/10LLM chat, text summarization and text polishing
Business
4.5/10Korean business registry, corporate info, parcel tracking, validation APIs
Convert
4.5/10File conversion: PDF, DOCX, STT, TTS, watermarking
Finance
4.5/10Korean bank account verification: holder name lookup, 1 KRW deposit, bank codes
Identity
4.5/10Korean ID document verification and PII masking APIs
Ocr
4.5/10OCR for images and Korean ID documents
Vision
4.5/10Image/video analysis: NSFW detection, object detection, thumbnails
Web
4.5/10Domain/IP intelligence, web page capture and search APIs
Statuspage
4.5/10Service status / uptime MCP — Atlassian Statuspage v2.
Prop65
4.5/10Is a chemical on California's Proposition 65 list, and does it need a warning?
Directree MCP
4.5/10Search 5000+ software tools with structured, labelled facts. No pay-to-rank.
Weather MCP
4.5/10Open-Meteo tabanlı anahtarsız hava durumu tahmin MCP sunucusu.
Churnkey
4.5/10Read and manage Churnkey cancel flows, retention metrics, and payment recovery
Encore
4.5/10Create, refine, and visually verify client work across the Encore studio.
Ltd MCP
4.5/10Project management MCP for AI agents with safe task reads and writes.
Doableclaw MCP
4.5/10AI research on companies and industries — one MCP tool per research domain.
Leanriq
4.5/10Creative-intelligence MCP for campaign strategy, ad builds, QA, and reporting.
Agentbits
4.5/10Machine-readable utilities and datasets for AI agents.
Health Partner
4.5/10Manage your Health Partner account, log food, water, workouts, body using agent
Pcd
4.5/10Your portable context layer — load it into any AI.
Knownfix
4.5/10Verified fixes, professional reviews, and evidence-led apparel over MCP.
MCP Server
4.5/10Share text, markdown, code, or HTML as auto-expiring links
Ddmarketer MCP
4.5/10Validated SaaS opportunities mined from real user complaints across 8 sources.
Lumail
4.5/10Official Lumail email marketing MCP for campaigns, subscribers, and workflows.
Amo Ng
4.5/10Discover and retrieve published Amo.ng Prompts, Workflows, and Skills.
MCP Server
4.5/10Authorize consequential AI agent actions before execution
Viewmax
4.5/10Remote MCP for AI video, image, music and speech generation.
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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.