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.
Fatsecret MCP
4.5/10MCP server for FatSecret API - food search, nutrition, diary, recipes, weight tracking (unofficial)
Floom
4.5/10Deploy Python functions as web apps with auto-generated UI, REST API, and shareable links.
Llm Wiki MCP
4.5/10MCP server for Karpathy-style LLM wikis: persistent markdown your agent grows over time.
Flyto Core
4.5/10Execution engine for AI agents. 412 modules: browser, file, Docker, data, crypto.
MCP Server MCP Registry
4.5/10MCP Server for MCP Registry to discover and search for available MCP servers in the registry
Spec Driven Development
4.5/10MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
MCP Abap Adt
4.5/10MCP server for SAP ABAP ADT: repository analysis and CRUD for RAP and classic ABAP
Iteratools
4.5/1040+ pay-per-use tools for AI agents: search, TTS, QR, PDF, scraping, image gen. x402.
Esg MCP Servers
4.5/1031 MCP tools for ESG data extraction, PDF processing, vector search, and EU regulation analysis.
Mpesa MCP
4.5/10M-Pesa + Africa's Talking MCP server — payments, SMS, airtime for AI agents in East Africa.
MCP Observability Server
4.5/10MCP server for querying logs from observability platforms with unified search and tracing
Galaxy MCP
4.5/10MCP server for Galaxy bioinformatics platform - connect, execute tools, and manage workflows
Cortex
4.5/10Local-first AI memory engine — 4-tier memory, people graph, Bayesian beliefs. Encrypted, 62µs.
Cesium MCP Runtime
4.5/10AI-powered 3D globe control via MCP. Camera, layers, markers, spatial analysis with CesiumJS.
Acms
4.5/10Apple Container MCP Server (ACMS) provides access to Apple's container CLI tool on macOS
Ani MCP
4.5/10A smart MCP server for AniList that gets your anime/manga taste - not just API calls.
Cloud Audit
4.5/10AWS security scanner with Attack Chains, Breach Cost Estimation, and MCP Server for AI agents.
Animalhouse
4.5/10A Tamagotchi for AI agents. Real-time care, permanent death, 74 species, evolution.
Drifts
4.5/10Multi-sensory AI experiences with time-locked progression and structured sensory data
Inbed
4.5/10AI agent dating — personality matching, compatibility scoring, and real conversations on inbed.ai
Live Music
4.5/10AI agents experience music as math — stream concerts, react, chat, upgrade tiers, host shows
MCP Server Xlwings
4.5/10Excel automation via xlwings COM. DRM-protected files, live sessions, VBA macros. Windows only.
Contentforge
4.5/10Content pipeline MCP server — image sourcing, SEO, affiliate links, and CMS publishing.
Simpliq Server
4.5/10Simpliq Data Proxy MCP Server - Connects LLMs to SQL Databases via Semantic Mapping
Sentry MCP
4.5/10MCP server for Sentry - error monitoring, issue tracking, and debugging for AI assistants
Verdict
4.5/10Compliance verdicts for AI-generated code. SOC 2, HIPAA, HITRUST for healthcare IT.
Socraticode
4.5/10MCP server for local codebase indexing, semantic search, and code dependency graphs.
Google Docs MCP Server
4.5/10Google Docs MCP server with full tab support, markdown extraction, and batch updates.
Localstack
4.5/10MCP server for LocalStack AWS services, enabling AI agents to interact with local AWS infra.
MCP Server
4.5/10MCP server for GitScrum — manage tasks, sprints, time tracking, and client workflows via AI
Gitwhy
4.5/10The shared AI context engine for git — save, search, and share the reasoning behind code changes.
1Trippulse
4.5/101trip PULSE: 21-tool AI travel planner. Flights, hotels, visa, safety, weather, 120+ cities.
Glider
4.5/10Roslyn-powered C# code analysis server for LLMs. Supports stdio and HTTP transports.
Chart Canvas
4.5/10Create interactive visualizations and query data sources (SQLite, CSV, Parquet, JSON)
Echovault
4.5/10Local-first memory for coding agents; stores decisions, bugs, and context across sessions.
Planka
4.5/10MCP server for PLANKA kanban boards. Full CRUD for cards, tasks, comments, and labels.
Smart Connections
4.5/10MCP server for Obsidian Smart Connections. Semantic search using your vault's embeddings.
Test Coverage MCP
4.5/10Analyze test coverage from LCOV files - makes AI agents coverage-aware without wasting tokens
Welcome Text Generator MCP
4.5/10MCP Server für automatische Generierung professioneller Willkommenstexte für neue Mitarbeiter
Ipybox
4.5/10Unified execution environment for Python code, shell commands, and programmatic MCP tool calls
Chart Library
4.5/1023 MCP tools. Context-aware chart pattern intelligence. 24M embeddings, regime-conditioned.
Blacksmith
4.5/10MCP server for Blacksmith CI - query runs, analyze test failures, detect flaky tests.
Astronomy Oracle
4.5/10Astronomical catalog data and observing session planner. 13,000+ objects from OpenNGC.
Brewers Almanack
4.5/10Brewing knowledge MCP — beer styles, ingredients, off-flavours, water chemistry, recipes
Dnd Oracle
4.5/10D&D 5e SRD MCP server with monster, spell, equipment search and encounter building tools
Godot Forge
4.5/10Godot 4 MCP server — test runner, API docs, script analysis, scene parsing, LSP.
Hearthstone Oracle
4.5/10Hearthstone card search, deck analysis, strategy coaching, and archetype classification
Lorcana Oracle
4.5/10Disney Lorcana TCG MCP server with card search, deck analysis, ink curves, and set browsing
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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.