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.
Snapto
4.7/10Manage your Snapto link-in-bio page: links, social icons, and visit and click analytics.
Toffu
4.7/10AI marketing platform your agent runs end to end: ads, analytics, content, and reports.
Analytics
4.7/10Query Churn Solution cancellation-flow metrics, revenue, and feedback analytics (read-only).
Speed Test
4.7/10Official SpeedOf.Me server - Accurate speed tests via over 200 global edge servers with analytics.
MCP Server
4.7/10Access your app analytics, ASO tools, and app market intelligence with Appfigures.
Server
4.7/10Voris privacy-native web analytics for AI agents: query metrics & citations, scaffold tracking.
Vibevo
4.7/10Use VibeVO API tools for campaigns, analytics, posts, creators, wallets, and factories.
MCP Server
4.7/10Test analytics for AI agents: test history, flaky tests, failure clusters, coverage.
MCP Server
4.7/10Google Analytics 4 MCP: reports, realtime, funnels, pivots, metadata, admin lists. 17 tools.
Mixpanel
4.5/10Query Mixpanel events, funnels, retention, segmentation and insights (JQL).
Google Analytics
4.5/10Query GA4 analytics data with custom reports, pivot tables, and audience exports
MCP Server
4.5/10DebugBundle MCP: runtime error reporting, incident response, health checks, and product analytics.
Databroker
4.5/10Pay-per-call UK MOT history, reliability analytics and identifier utilities. x402 USDC on Base.
MCP Server
4.3/10TikTok video data analytics and content strategy tools
Analytics Engine
4.3/10AI analytics — sales analysis, ML forecasting, customer segmentation.
Ads Manager
4.3/10AI-powered DTC analytics & ads manager for Meta + Google
MCP Server
4.3/10Manage your Vidalytics videos and analytics from your AI assistant.
Google Analytics
4.3/10Google Analytics 4 MCP server: 27 read tools.
Google Analytics Unofficial
4.1/10Connect Google Analytics to ChatGPT. Query GA4 data in plain English and get instant insights.
Website Builder
4.1/10Build a hosted website by chatting. Snapshots, forms, analytics. Hand off the dashboard. Walk away.
Customer MCP
4.1/10Query your OVRSEA freight: shipments, quotations, documents, tasks, and reporting analytics.
Syntheticuserlab MCP
4.1/10Paid remote MCP for synthetic user testing, UX validation, analytics, checkout, and readiness.
Prelim
4.1/10Read AI preliminary phone screens — your roles, candidate scores, transcripts, and analytics.
MCP Server
4.1/10Connect AI agents to financial institution origination, analytics, and compliance workflows.
Details Page
4.1/10Manage your details.page link-in-bio from Claude: edit details, post updates, read analytics.
Viddler MCP
4.1/10Official Viddler MCP: list videos, manage access control, pull proof-of-viewing analytics.
Endlss MCP Server
4.1/10Manage Endlss ambassador programs: sellers, offers, invites, messaging, and analytics.
MCP Server
4.1/10Read-only financial facts from SEC/EU/KR filings: tickers, periods, report lines, =CaData() grids.
MCP Server
4.1/10Shopify CRO platform via MCP: 100+ tools for analytics, experiments, authoring, proven lift.
Agentcat
4.1/10Analytics and debugging for your MCP server — explore usage and sessions, then root-cause errors.
Warplink
4.1/10Link infrastructure for mobile teams: deep links, install attribution, and real-time analytics.
Eurolytics
4.1/10Privacy-first, cookie-free web analytics: create sites, install and verify tracking, read stats.
MCP Server
4.1/10Manage hosts, redirects, SSL, and traffic analytics from Claude and other AI assistants.
Analytics
4.1/10Query your Minter.io social media analytics: Instagram, TikTok, X, Facebook, LinkedIn, Threads.
Analytics
4.1/10Read-only access to your Nexly web analytics: traffic, pages, acquisition, events, and reports.
Analytics
4.1/10Real-time web analytics for AI agents: query traffic, funnels, revenue, and manage your sites.
MCP Server
4.1/10TheSignup MCP server — read and manage signups, participants, webhooks, and analytics.
Chad
4.1/10Read-only website analytics, AI referrals, crawlers, goals, revenue, and funnels.
Peerlytics
4.1/10ZKP2P analytics on Base: live orderbook, route planning, explorer, and protocol market data.
Deepgent
4.1/10Company analytics for Deepgent workspaces: usage, conversations, quality, billing, KB status.
Ask Ai
4.1/10Ask questions across Shopify, Klaviyo, GA4 and 20+ e-commerce sources in plain English.
Htmlvault
4.1/10Publish and manage secure HTML links: PII/secret scanning, batch create, patch edits, analytics.
Main
4.1/10PDF engagement layer for apps and agents: tracking links, read analytics, and a full PDF toolset.
Red Atlas Api
4.1/10Puerto Rico & Colombia real estate: listings, sales, parcels, permits, analytics, AVM reports.
Billz
4.1/10BILLZ (Billz) retail store analytics: revenue, profit, stock, top products, customers, reports
Octolens
4.1/10Social listening for AI: query brand mentions across 15+ platforms, run analytics, manage keywords.
Distributionos
4.1/10Distribution memory and marketing context for coding agents, with SEO, content, media, and analytics
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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.