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.
Oxylabs MCP
4.9/10Fetch and process content from specified URLs & sources using the Oxylabs Web Scraper API.
Vitamin D
4.9/10Vitamin D synthesis calculator: sun position, UV, IU/min, time to dose, sunburn risk, daily window.
MCP Server
4.9/10SitePulsar AEO audits: fetch FIND/READ/USE agent-readiness scores for any website.
Gateway
4.9/10Durable self for AI agents: one-call resume, memory, real browser, free chat + hire real humans.
Nocticas
4.9/10Browser QA agent that won't return a false green: verified PASS/FAIL + access-control probing.
Utility Grid
4.9/1031 deterministic tools: JSON→Zod, regex, JWT, curl→fetch, hashing, encoding, UUIDs, encrypted links
Toolsnap MCP
4.9/10Deterministic AI agent microtools, no accounts/API keys. fetch_extract: 98% token cut. 38 tools.
MCP Server
4.9/10Publish, fork, improve browser games. No-auth reads; OAuth to post. Wheel: verified ops knowledge.
MCP Server
4.9/10Reliable web access for AI agents: smart HTTP, rotating proxies, and full-browser rendering.
Netid
4.9/10Gives AI agents a public IPv6 identity, hostname, port forwarding, web fetch, team mesh. Free tier.
Busymate Devtools
4.9/10Capture, inspect & debug HTTPS traffic across iOS, Android, browsers & backends — 304 MCP tools.
Maxoperf
4.9/10Load & browser performance testing — drive MaxoPerf from your AI agent with your API key.
Youtube Transcripts
4.9/10Production transcript API for YouTube, TikTok and Instagram, with AI transcription fallback.
Dialfetch
4.9/10Give your AI agent a phone: place calls, navigate IVRs, wait on hold, get structured answers.
Element To Llm
4.9/10E2LLM gives your AI eyes and hands in a real browser: structured perception (SiFR) plus action.
Web Scraper
4.9/1010 pay-per-call web tools: markdown, CSS scrape, links, crawl, screenshot, PDF, browser.
Scrapeunblocker MCP Remote
4.9/10Fetch any web page's HTML, AI-parsed JSON, or Google results via the ScrapeUnblocker anti-bot API
Fetcher
4.9/10The web capability layer for AI agents: render, extract, DNS, SSL, WHOIS & more via x402.
Pdfrender
4.9/10HTML and CSS to PDF MCP server with page headers, footers and page numbers. No headless browser.
Monitoring
4.9/10Google reviews API - fetch reviews from Google, Trustpilot, TripAdvisor, G2 + 50 platforms
Qlane
4.9/10AI QA that runs your app in a browser on every pull request: projects, test targets, test cases.
Youtube Transcript
4.9/10Fetch the full transcript of any YouTube video as clean text. No API key, no signup.
Spytrend
4.9/10Analytics, advertising: Facebook/Meta, TikTok, competitor ads. Free plan; Spytrend OAuth in browser
MCP Server
4.9/10Build, run, monitor, and control Puppetflow browser automations from AI clients.
Voice
4.9/10Give your AI a real phone: place calls, send SMS, fetch recordings and transcripts. Local or hosted.
Loadster MCP
4.9/10Load testing and synthetic monitoring platform: test with Playwright, Browser Bot, or Protocol Bots.
Games
4.9/10Publish, play-test and fix HTML5 browser games from your AI assistant. Own address, 70% ad share.
Web Scraping
4.9/10Fetch any public web page through managed proxies, with optional JS rendering and extraction rules.
MCP Server
4.9/10Discover Playwright workflows, start runs, and inspect results in Playrunner Cloud.
Playwrightgen
4.9/10Approved test intent, reviewed Playwright automation and run evidence, inside your editor.
Parallelsandbox
4.9/10Remote Linux boxes for coding agents: Docker, a browser, screenshots, logs, human takeover.
Opointo
4.9/10Design a React Native app in a browser and emit it as a real Expo project you own, iOS and Android.
Screenbrowser
4.9/10Narrated demo and tutorial videos of your web app, from a guide or your coding agent.
Amp MCP
4.9/10Fetch, validate, and permission-check Agent Manifest Protocol (AMP) manifests for API discovery.
Songup Ai
4.9/10Find AI songs in 24 languages, start a custom song on SongUp AI, and find browser audio tools.
Bilistalkermcp
4.7/10Track Bilibili creators and get the latest updates on videos, dynamics, and articles. Fetch user p…
Reddit User MCP
4.7/10Browse and manage Reddit posts, comments, and threads. Fetch user activity, explore hot/new/rising…
Harjap Singh 3105 Splitwise MCP
4.7/10Manage Splitwise balances, expenses, and groups from your workspace. Fetch friends and recent acti…
Imronai MCP Server Browserbase
4.7/10Automate cloud browsers to navigate websites, interact with elements, and extract structured data.…
Leghis Smart Thinking
4.7/10Find relevant Smart‑Thinking memories fast. Fetch full entries by ID to get complete context. Spee…
Pratiksha Kanoja Magicslide MCP Test
4.7/10Create polished slide decks from text or YouTube links in seconds. Fetch video transcripts to tran…
Aicastle School Openai Api Agent Project
4.7/10Fetch current stock prices and key data for symbols across global markets. Look up companies like…
Aicastle School Openai Api Agent Project11
4.7/10Fetch the latest available stock quotes by ticker symbol across international markets. Check price…
Arjunkmrm Fetch
4.7/10Fetch web pages and extract exactly the content you need. Select elements with CSS and retrieve co…
Browserbasehq MCP Browserbase
4.7/10Provides cloud browser automation capabilities using Stagehand and Browserbase, enabling LLMs to i…
Jessicayanwang Test
4.7/10Fetch latest and historical currency exchange rates from Frankfurter. Convert amounts between curr…
Kwp Lab Rss Reader MCP
4.7/10Track and browse RSS feeds with ease. Fetch the latest entries from any feed URL and extract full…
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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.