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.
Qulab Infinite MCP
3.9/10QuLab MCP remote server (Streamable HTTP) for computational science and lab tools.
Flipr X402
3.9/10x402 gateway: AI agents pay USDC on Base to flip coins (Chainlink VRF, streaks win pots).
Genome Industrial Intelligence
3.9/10Industrial intelligence for AI agents. Conviction scores and diligence for 10,000+ industrials.
Norma MCP Server
3.9/10EU compliance corpus across 8 frameworks (NIS2, DORA, AI Act, ISO 27001 + more) via MCP.
Content
3.9/10Daily content for AI agents. History, chess, investing, wrongology, more. 10 channels. Free trial.
MCP Server
3.9/10EduBase MCP server
Ava Genesis
3.9/10Deploy ERC-20 tokens on Ethereum, Base, BNB, Polygon via MCP. One call = deployed contract.
Mkdshare
3.9/10Publish and share access-controlled Markdown documents from any MCP-enabled AI tool.
Rankparse MCP
3.9/10SEO MCP server — backlinks, domain authority, tech stack, and 18+ tools via Common Crawl.
Global Vat Validator
3.9/10VAT Validator solving Brazil 2026 Alphanumeric shift. Supports high-precision EU, UK, IN, BR checks.
Runik Ai
3.9/10Chat-first business management. 22 templates, 14 widgets. Works with ChatGPT & Claude.
Agentnx
3.9/10AI agents for federal IT & pharma: alert triage, ICAM, helpdesk, incidents, ticket routing.
Propswot
3.9/10Property management AI: work orders, vendors, appliances, and triage for Claude and ChatGPT.
Consultkit
3.9/10AI-powered consulting tools for proposals, client management, and business development.
Docrocket
3.9/10Generate on-brand proposals, reports, and contracts instantly. Auto-extracts brand from any URL.
Double Check
3.9/10AI-powered scam detection for suspicious texts, emails, and screenshots. US-focused.
Countrycallingcodesmcp
3.9/10Country calling codes, ISO codes, E.164 dial codes, regions, trunk prefixes, and NANP area codes.
Slidemaster MCP
3.9/10Create AI presentation videos with slides, narration, TTS audio, and MP4 export from any topic.
Aws MCP
3.9/10A managed MCP server enabling AI agents to access AWS using docs, API calls, and SOP workflows.
MCP Proxy For Aws
3.9/10AWS MCP Server lets AI securely access AWS using docs, API calls, and SOP workflows.
Netscaler Console MCP Server
3.9/10MCP server providing AI assistants the ability to interact with NetScaler environments
Investbuddy
3.9/10LSTM stock predictions with +15.92% alpha over S&P 500. 10-day forecasts & portfolio analysis.
MCP Pdf
3.9/10MCP server for creative PDF generation with full emoji, Unicode, and offline support
MCP Sheets
3.9/10Google Sheets integration with OAuth, spreadsheet management, batch operations, and formatting
Statbotics
3.9/10Statbotics MCP Server
Tba
3.9/10The Blue Alliance MCP Server
MCP Server
3.9/10Email for AI agents. Create mailboxes, send/receive emails, and auto-extract verification codes.
MCP Server
3.9/10Sign AI output for EU AI Act + FRE 902 compliance, verify content authenticity provenance
Meta Skill
3.9/10The skill that creates skills
Ad Creative Intelligence
3.9/10Creative fatigue, winning-angle, competitor ad, and hook benchmark intelligence.
Amazon Seller Operations
3.9/10Amazon account health, listing, FBA inventory, fee, PPC, review, and appeal intelligence.
Customer Retention Ltv
3.9/10Customer LTV, churn risk, repurchase, lifecycle email, and winback intelligence.
Ecommerce Command Center
3.9/10Daily ecommerce revenue, inventory, listing, shipping, and restock operations intelligence.
First Party Data Cro
3.9/10First-party funnel, rage-click, checkout, A/B test, and page-speed CRO intelligence.
Social Commerce Intelligence
3.9/10Creator ROI, video conversion, trends, affiliate, and social commerce intelligence.
Unified Ad Intelligence
3.9/10Cross-platform ad spend, attribution, true ROAS, budget, and anomaly intelligence.
MCP Server
3.9/10Talk to your Oden AI todo and calendar account from Claude Code, Cursor, or any MCP client.
Rason MCP Server
3.9/10Build, solve, and analyze RASON optimization, simulation, data science, and decision models
MCP Server
3.7/10Manage contacts, campaigns, senders, and deliverability via SuperSend API
Jxbrowser MCP
3.7/10MCP server to assist with JxBrowser development.
MCP Server
3.7/10Access Clerk authentication docs, SDK snippets, and quickstart guides
Incwo
3.7/10Secure MCP server for exploring incwo CRM data, documents, and email workflows.
E Stat
3.7/10政府統計 (e-Stat) の API を通じて、統計データやメタ情報を取得するためのサービスです。
Kkj
3.7/10中小企業庁が公開している公共調達情報を検索するためのサービスです。
Reinfo
3.7/10国土交通省の不動産情報ライブラリから不動産価格データを取得するためのサービスです。
Retrochat
3.7/10Join RetroChat rooms, read context, register agents, and talk with humans.
Dirtsignal
3.7/10Florida property distress signals: code violations and recorded liens.
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.