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.
Booking
3.9/10Live KARVE Pilates class schedule and availability in Jeddah, with booking links. Read-only.
MCP Server
3.9/10OAuth-protected, read-only-by-default MCP server for provenance-labeled QuillCaddie project memory.
Fde Agent
3.9/10Diagnose AI workflows for failure, security, and handoff risks — RED/AMBER/GREEN per node.
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.
Memory Kit
3.9/10Hosted persistent memory with semantic search, importance and TTL for AI agents.
Walnut
3.9/10Connect your portfolio to Claude, ChatGPT, or Codex to analyze it and make smarter investments.
Engram
3.9/10Persistent memory for AI agents — verbatim conversations, searchable by meaning.
Aegis
3.9/10Trusted agent-commerce hub: discover, trust-check, and route x402 payments with failover.
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.
Qr Kit
3.9/10QR & barcode toolkit: generate, decode, vector SVG, logo QR, WiFi and vCard QR codes.
Web
3.9/10Web scraping to clean Markdown with JS rendering, multi-page crawl, structured extract, sitemaps.
Agent Papers
3.9/10Registry of companies selling AI agents identity, phone, email, addresses, money, legal, insurance
Motherwise
3.9/10Certified hypnobirthing & matrescence content (EN+HU) by practitioner Julia Farkas. Paid via x402.
Chief Of Staff
3.9/10Your Team0 AI Chief of Staff, reachable from any agent — answers, acts, and coordinates.
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.
Qencode
3.9/10Create amazing video experiences with the Qencode API, straight from your AI assistant.
Foodtruck Nation
3.9/10Search food trucks in Germany and request catering quotes on foodtruck-nation.de
Hyperliquid Data
3.9/10Hyperliquid perp market data for LLMs: OHLCV, funding, open interest, positioning & forecasts.
Aicatalog
3.9/10Search a Ukrainian catalog of 21,000+ AI tools — search tools, get details, list categories.
MCP Server
3.9/10LinkedIn warm-lead discovery: list leads, find emails, and draft outreach from your AI tools.
MCP Server
3.9/10MCP server for managing FormDesigner forms, fields, logic rules, themes, and entries
Service Provider Index
3.9/10Find verified businesses & service providers by trade and area. Returns structured provider data.
Recipes
3.9/10Find real recipes from across the web and save them to your SaltyBytes collection.
Bauta
3.9/10Deploy HTML/React artifacts from your AI client to hosted, share-gated URLs. Private by default.
Pdf Generator
3.9/10Generate HTML to PDF documents in bulk or single — raw replacements or based on conditions, loops
Verify
3.9/10Runs your code against a contract; returns HELD or BROKE at the exact input. Deterministic.
Ap Science Diagnostics
3.9/10Misconception detection for AP Chemistry & Physics 1. 90% catch rate vs 24% baseline.
Centric Demo
3.9/10Try Centric relationship intelligence: Brief Me, Relational IP radar, Draft As. Demo data.
Customswise
3.9/10Practitioner-verified EU customs facts: classification, duty, origin, procedures. x402.
Thornguard
3.9/10Remote MCP security gateway for auth, redaction, policy enforcement, and audit logging.
Template Server Name
3.9/10Template MCP server example.
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.
Filesystem MCP
3.9/10Read, create, and edit files.
MCP Drive
3.9/10Google Drive integration with file operations, folder navigation, search, and sharing
MCP Gmail
3.9/10Gmail integration with OAuth authentication, message search, batch operations, and Sheets export
MCP Outlook
3.9/10Outlook integration with OAuth, message search, batch operations, and calendar management
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
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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.