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.
Icme Preflight
4.7/10Jailbreak-proof AI guardrails. Automated Reasoning SMT solver, not an LLM. ZK proofs included.
Liepin Jobs
4.7/10Liepin job search and resume workflows backed by the official Liepin MCP server.
Academic Research
4.7/1030+ academic research tools. Semantic Scholar, arXiv, PubMed, bioRxiv, CrossRef, IACR.
Competitive Intel
4.7/1040+ competitive intel tools. Brand.dev, Coresignal, Keywords Everywhere, Exa, Firecrawl.
Content Research
4.7/1040+ content research tools. Perplexity, Tavily, Semantic Scholar, FLUX, Ideogram, Recraft.
Devtools
4.7/1030+ dev tools. Context7, Code Runner, Python Execute, Code Sentinel, NPM Sentinel, PlantUML.
Finance
4.7/10253 finance tools. Financial Modeling Prep, Alpha Vantage, AkShare, Polymarket, Dome.
Lead Gen
4.7/1050+ lead gen tools. Apollo, Hunter, Nyne, Tomba, Sixtyfour, Fiber, Exa. Pay-per-use via x402.
Marketing
4.7/1050+ marketing tools. Lead gen, competitive intel, SEO, content research. Pay-per-use via x402.
MCP Server
4.7/10980+ AI tools as MCP servers. Finance, lead gen, scraping, dev tools, media, research, and more.
Media
4.7/1025+ AI media tools. FLUX, Ideogram, Recraft, Stability AI, MiniMax video, Kokoro TTS.
Social Media
4.7/1096 social media scraping tools. Twitter/X, LinkedIn, Instagram, TikTok, Reddit, YouTube.
Web Scraping
4.7/1035+ web scraping tools. Firecrawl, Bright Data, Jina, Olostep, ScrapeGraph, Notte, Riveter.
Clawagent
4.7/10AI agent marketplace with MCP support and HTTP 402 micropayments (x402/intmax402).
Elecz
4.7/10Real-time Nordic electricity spot prices for AI agents. Finland, Sweden, Norway, Denmark.
Tweetsave MCP
4.7/10Twitter/X analysis without token waste. Fetch tweets, download media. No API key.
Zoom Docs
4.7/10Zoom Docs server for creating and retrieving Zoom documents and notes in Markdown.
Zoom Whiteboard
4.7/10Zoom Whiteboard server for creating boards and diagrams and locating existing boards.
Zoom Workspace
4.7/10Zoom workspace server for meetings, chat, docs, recordings, and AI-generated collaboration content.
MCP Server
4.7/10Interact with a global network measurement platform.Run network commands from any point in the world
Kolmo MCP Server
4.7/10Seattle GC (SCS #7259, KOLMOC*792KL). Residential & public works. Estimates, ROI, permits, quotes.
Llmopt
4.7/10AI brand visibility analytics: visibility scores, optimizations, video, Reddit, and search rankings.
Defi Vaults
4.7/10Search 700+ DeFi vaults, compare risk scores, analyze protocols. No API key needed.
MCP Server
4.7/10AI-powered product management: backlog optimization, scheduling, forecasting, and PRD generation.
Product Source
4.7/10Real-time product data across 450+ retailers — look up any UPC for prices, images, and margin data.
Data
4.7/10Motion capture, rehab biomechanics, and threat intel datasets. USDC payments. MCP tools.
MCP Server
4.7/10Direct access to your Sanity projects (content, datasets, releases, schemas) and agent rules
MCP Server
4.7/10Turn any LLM into your lab assistant: search samples, track experiments, analyze data with AI.
MCP Server
4.7/10MCP server providing access to the Scorecard API to evaluate and optimize LLM systems.
Scoring
4.7/10Hosted MCP for denial, prior auth, reimbursement, workflow validation, batch scoring, and feedback.
MCP Suite
4.7/108 MCP servers, 104+ tools: memory, social, PDF, email, images, calendar, scheduler, files.
Booking
4.7/10Search and book appointments at local businesses. Barbershops, salons, spas, and more.
Ethereum Toolkit
4.7/10Real-time Ethereum blockchain data (gas prices, account balances etc) on Mainnet and Sepolia
Navigation Toolkit
4.7/10Precision aviation flight planning (VFR, METAR/TAF weather, WGS84 routing) and road trip logistics
Flightoracle
4.7/10Flight Intelligence MCP — search, cheapest dates, multi-city, airline compare via Google Flights
Hoteloracle
4.7/10Hotel Intelligence MCP — search, price compare, area guides, price calendars via Google Hotels
Memeoracle
4.7/10Memecoin Intelligence MCP — 9 tools: rug check, momentum, whale watch, 80+ chains.
Rankoracle
4.7/10SEO Intelligence MCP — 13 tools: keyword research, SERP, domain audits, competitors.
Shoporacle
4.7/10E-Commerce Intelligence MCP — 11 tools: price comparison, stock, reviews. 18 countries.
Smartmoneyoracle
4.7/10Whale & Institutional Flow MCP — 8 tools: TVL flows, alpha signals, stablecoin supply.
Yieldoracle
4.7/10DeFi Yield Intelligence MCP — 8 tools: 19K+ pools, risk-adjusted APY, RWA yields.
MCP Server
4.7/10Flaky test detection, root cause analysis, and fix suggestions for development teams.
MCP Server
4.7/10Knowledge Graph, GraphQL, GS1 Digital Link and SEO tools for semantic content optimization.
Execution Market
4.7/10AI agents publish bounties for real-world tasks. Gasless USDC payments via x402.
Idig Dns
4.7/10Professional DNS diagnostics: 14 tools for DNS, DNSSEC, email security, SSL, and propagation.
Sprtx MCP
4.7/10Agent-native sports token network. 1,435 tokens across 98 sports, 9 global regions.
MCP Server
4.7/10Push notifications with personalized sounds - manage and trigger your vybits via MCP
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.