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.
Podman MCP Server
4.5/10A Model Context Protocol (MCP) server for container runtimes (Podman and Docker)
Quantaroute Geocoder
4.5/10Geocode addresses, lookup administrative boundaries, and process DigiPin codes for India
MCP Server Spreadsheet
4.5/10MCP server for spreadsheet files (.xlsx, .csv, .ods) - cell-level ops + DuckDB SQL engine.
MCP Sap Docs
4.5/10Fast MCP server for unified SAP docs search (SAPUI5, CAP, OpenUI5, wdi5) with BM25 full-text search
Crunchyroll
4.5/10MCP server for Crunchyroll anime streaming - search anime, manage watchlist, track viewing progress
Opentable
4.5/10MCP server for OpenTable - let AI agents search restaurants and make reservations
Spotify
4.5/10MCP server for Spotify - let AI agents control playback, search music, and manage playlists
Email MCP
4.5/10Unified email MCP server for Gmail, Outlook, iCloud, and IMAP with batch operations
Sourcebook
4.5/10Live codebase intelligence for AI agents: conventions, blast radius, import graphs, git insights.
Agent Toolbelt MCP
4.5/1019 focused API tools for AI agents: contract review, prompt optimizer, context packing, and more.
MCP Refactoring
4.5/10MCP server exposing Martin Fowler's refactoring catalog to LLMs with 71+ refactorings
Synplex
4.5/10Inventory health scoring, landed cost calculation, and quick diagnosis tools for Shopify merchants.
Researchtwin
4.5/10Federated research discovery with S-Index metrics across a network of digital twins.
Android
4.5/10Control Android devices and emulators via ADB — screenshots, UI automation, and logcat.
Pomera
4.5/10Desktop text workbench + MCP server: 22+ text processing tools for AI assistants
Eulerian Marketing Platform MCP
4.5/10Provides access to the Eulerian Marketing Platform: analytics, attribution & data activation.
Echosaw
4.5/10Media intelligence analysis for audio, video, and images via the Echosaw MCP server.
Basedagents
4.5/10Search, verify, and manage AI agents on the BasedAgents identity and reputation registry.
Openapi Dynamic
4.5/10Load OpenAPI 2.x/3.x specs and expose generic tools to discover and call multiple APIs.
Mindvalley Products MCP
4.5/10AI assistant access to Mindvalley products, masterclasses, programs, and certifications.
Apimesh
4.5/1025 web analysis API tools for AI agents — security, SEO, email, DevOps. x402 + MPP.
Dns MCP
4.5/10Real-time DNS security analysis — DNSSEC, email auth, and RDAP. Built for SOC investigations.
Claude Code Organizer
4.5/10Organize Claude Code memories, skills, MCP servers, commands, agents, rules via drag-and-drop.
Instagram MCP
4.5/10Instagram MCP — 23 tools for Instagram Graph API: posts, DMs, stories, reels, analytics.
Logoloom
4.5/10AI logo design → SVG → full brand kit. Text-to-path, optimize, export PNG/ICO/WebP.
Ui Annotator MCP
4.5/10Annotates any web page with hover labels for AI assistants — zero extensions, any browser
Drainbrain
4.5/10AI-powered Solana token rug pull detection with ML ensemble scoring and honeypot detection.
Harvey Budget
4.5/10Agent spending management with budget tracking, ROI analysis, and spend approval.
Harvey Intel
4.5/10Token safety, trading signals, and social intel for AI agents. Pay-per-call USDC.
Harvey Tools
4.5/10Web scraping, code review, content generation, and analysis tools. Pay-per-call USDC.
Meshdb
4.5/10Distributed search and indexing MCP — full-text search, semantic queries, structured data
Mpop
4.5/10Server fleet management MCP — monitor, deploy, and manage distributed Linux servers
Radiomcp
4.5/10Internet radio streaming MCP server — search, play, and manage radio stations worldwide
Vault
4.5/10Secret and credential management MCP — securely store, retrieve, manage API keys and tokens
Vssh
4.5/10SSH tunnel and remote server management MCP — execute commands, transfer files, manage
Wire
4.5/10WireGuard mesh VPN management MCP — configure peers, manage tunnels, monitor connections
MCP Server
4.5/10Track AI agent costs, detect waste, optimize models, and prove ROI. 23 MCP tools across 10 domains.
Tapsite
4.5/10MCP server for web inspection, design system extraction, and accessibility audits
Texas Grocery
4.5/10MCP server for HEB grocery store integration - search products, manage carts, clip coupons, and more
Bing Ads
4.5/10MCP server for Microsoft Advertising (Bing Ads) — campaigns, keywords, and reports
Ga4
4.5/10Google Analytics 4 MCP: reports, realtime data, custom dimensions, data streams.
Google Ads
4.5/10Google Ads MCP with MCC support: 35 tools for campaigns, keywords, reporting, GAQL.
Workflowy
4.5/10Create, update, complete nodes, search & replace with regex and dry run, usage reports, transforms
Migrationpilot
4.5/1083 rules to catch dangerous PostgreSQL migrations before production. Lock analysis + auto-fix.
Twelvelabs MCP Server
4.5/10MCP server for ElevenLabs Conversational AI (not TwelveLabs video) — agents, KB, voices
Mifactory Contratos
4.5/10Freelance contracts via API for any country. AI-generated or PDF. Pay-per-use: $5-$20.
Tapo MCP
4.5/10MCP server for discovering and controlling TP-Link Tapo smart home devices via AI Agents
Stocksense
4.5/10Financial data for AI agents: SEC filings, price history, insider trades, and more.
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New servers, score changes, breakages
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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.