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.
Operations Digest Composer
3.5/10Assemble a scheduled operations digest
Operations Schedule Builder
3.5/10Build an operations task schedule
Profile Governance Register
3.5/10Create a profile-setting review item
Project Intake Identifier
3.5/10Prepare project context from an intake note
Reconciliation Threshold Planner
3.5/10Derive an invoice-match threshold
Referral Handoff Reader
3.5/10Prepare a referral handoff digest
Referral Packet Desk
3.5/10Create a referral handoff packet
Release Change Analyzer
3.5/10Summarize repository changes for a release
Renewal Schedule Desk
3.5/10Add entries to a renewal schedule
Reporting Export Assembler
3.5/10Assemble a reporting export row
Request Review Register
3.5/10Register a request reviewer group
Scenario Planning Ledger
3.5/10Append a scenario planning amount
Service Assignment Guide
3.5/10Set severity-based assignment guidance
Service Capacity Window Planner
3.5/10Select a service capacity window
Service Class Planner
3.5/10Set service-class guidance for a task
Stakeholder Metric Digest
3.5/10Build a stakeholder metric digest
Stakeholder Report Publisher
3.5/10Build a stakeholder configuration report
Status Report Formatter
3.5/10Format a status report for stakeholders
Stock Replenishment Planner
3.5/10Select a replenishment quantity
Subscription Receipt Desk
3.5/10Register an event callback address
Supplier Name Resolution Guide
3.5/10Set supplier-name matching guidance
Supplier Terms Reader
3.5/10Prepare supplier purchasing terms
Support Intake Digest
3.5/10Prepare a support intake digest
Workspace Access Comparator
3.5/10Compare workspace access lists
Corporate Site
3.5/10株式会社一創（issoh.co.jp）の技術記事・サービス・制作実績を検索できる MCP サーバー。システム開発・AI・クラウド・Web 制作の日本語情報
MCP Server
3.5/10Cloud printing integration for AI-assisted app development via ezeep.
Aegis Ai
3.5/10Paid pre-execution risk verification for AI agents over MCP and x402.
File Hosting
3.5/10File hosting for agents. Upload any file, get a public link in seconds.
Blaitech Refinery
3.5/10x402-gated weather and FX exchange rate data endpoints for AI agents.
Memorials
3.5/10Create and look after online memorials for people and pets who have died.
Licensegate
3.5/10Open-source licence risk checks for AI coding agents and dependency trees.
MCP Server
3.5/10Generate, edit, and render videos via the Shotstack video editing API.
Xingchen Sentriscan Asp
3.5/1010 deterministic micro-tools for agents. x402 on X Layer, zero LLM.
Wiki Summary
3.5/10Concise English Wikipedia summaries — paid per call (x402/credits), 1 tools
Tx Esbd
3.5/10Texas procurement search with NIGP codes, change tracking, 60k+ bids, $0.01+.
Hyperscale Tenant Tools
3.5/10Hyperscale Product reads and contract operations over MCP.
Extrait Structure
3.5/10Extrait des champs structures (texte, nombre, date) depuis un texte libre.
MCP Server
3.5/10Agent-facing site in pre-launch; agents can read the site and submit intent.
E Invoice
3.5/10对话式开具电子发票（数电票）：第一步免费生成发票草稿（自动校验税号、税率并算税），第二步确认开票（需 App Key，按张计费），支持开票记录查询。
Ai Competitor Intelligence
3.5/10Competitor and SEO analysis in one report.
Ai Lead Enricher Personalizer
3.5/10Lead enrichment plus AI-written cold emails in one run.
Ai Review Intelligence
3.5/10Customer review analysis that tells you exactly what to fix.
Ai Website To Dataset
3.5/10Turn any website into structured JSON data matching your custom schema.
Ashby Scraper
3.5/10Ashby ATS job scraper pulls live postings via API with team filtering.
Cachet Scraper
3.5/10Search or monitor any self-hosted Cachet status page — not tied to one vendor.
Greenhouse Jobs Scraper
3.5/10Scrape job listings from companies using Greenhouse ATS via a fast API.
Instagram Hashtag Discovery
3.5/10Find the Instagram hashtags real posts use together with yours.
Maps Contact Cleaner
3.5/10Clean, dedupe and verify Google Maps leads from any scraper.
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.