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.
Anki MCP Server
8.1/10A Model Context Protocol (MCP) server that enables AI assistants to interact with Anki, the spaced repetition flashcard application.
Adeu
7.6/10docx ↔ LLM translator. Projects .docx to Markdown for editing. Projects edits back to OOXML as tracked changes. Python and Node.js implementations.
Openai Tools
6.7/10HAPI MCP Server 😁 - Adopt MCP without rewriting your backend (Brownfield). Start from scratch with an API-First and AI-Ready approach (Greenfield).
Auxen
5.9/10Provision private AI model endpoints on dedicated GPUs (Llama, Qwen, Mistral). Pay per minute.
Game Assets
4.9/10Generate game assets with AI: sprites, 3D models, animations, sound effects, music, and voices.
MCP Server
4.9/10Remote MCP Server that securely connects Glean Enterprise Knowledge with your IDE, LLM, or agents.
Justcall MCP Server
4.9/10JustCall MCP Server enables LLMs and AI agents to make voice calls and send SMS via JustCall APIs.
MCP Server
4.9/10Manage, version, and publish LLM prompts with blocks, variables, and evaluations.
MCP Server
4.9/10AI news, model pricing, service status, and machine-payable premium tools. AFTA-certified.
Tenzro
4.9/10Tenzro Ledger MCP: wallet, identity, payments, inference, staking, bridges, verification, agents.
Orggen
4.9/10Generate org charts, MCD/ERD data models, and C4 architecture diagrams — pilot OrgGen AI via MCP.
Xfms
4.9/10Pick the right LLM for any task. Ranked shortlist with rationale across 8 evaluators.
Vehicle Recalls
4.9/10Check U.S. NHTSA vehicle safety recall campaigns by make, model, and year. Live official data.
Savvly
4.9/10Savvly MCP: query fund data, model projections, and compare against alternative retirement products.
Stealth
4.9/10Zero-storage MCP privacy proxy — PII tokenized before AI inference. ML-DSA-65 signed, Base-anchored.
Doom
4.9/10Obsolescence-risk screening: predicts if a product gets absorbed into core LLM-platform features.
World Model
4.9/10Event-sourced world model for multi-LLM agents: propose, validate, and read a shared state.
Connect
4.9/10Governed personal world model and memory for your AI agent. Pair once, connect over MCP.
Snow
4.9/10Live ski snow, multi-model forecasts, powder rankings & a grounded Answer Engine for 500+ resorts.
MCP Server
4.9/10Spot market for AI inference tokens, by agents for agents. Free beta, everything clears at $0.
Rubrkit
4.9/10MCP-native AI evaluation: rubric audits, eval suites, and proof reports for AI/LLM output.
Agentservices
4.9/10Paid APIs for AI agents — crypto, stocks, SEC, FX, inference, security. 46 services. x402.
Modelmeter
4.9/10The changelog of record for the AI stack: sunset checks, deprecations, pricing, and model events.
Hunchful
4.9/10Read and grow a person's falsifiable, consent-based model of how they work with AI (CMP).
Cleanor
4.9/10Zero-auth MCP: image optimize, cited storage/format data, and dev utilities LLMs get wrong.
Agent Ready Kit
4.9/10Free 18-check agent-readiness scanner, robots.txt + llms.txt generator, managed agent enablement.
MCP Server
4.9/10Run 100+ AI models — image, video, audio, 3D — through one API with pay-per-use billing.
Unreal MCP Server
4.7/10A comprehensive Model Context Protocol (MCP) server that enables AI assistants to control Unreal E…
Metehangzl Pokemcp
4.7/10Provide detailed Pokémon data and information through a standardized MCP interface. Enable LLMs an…
Scrapegraphai Scrapegraph MCP
4.7/10Enable language models to perform advanced AI-powered web scraping with enterprise-grade reliabili…
Alex Llm Attack MCP Server
4.7/10Query and retrieve information about various adversarial tactics and techniques used in cyber atta…
Callmybot Cookbook MCP Server
4.7/10Count occurrences of any character in your text instantly. Specify the character and get precise c…
Callmybot Domoticz
4.7/10Greet anyone by name with a friendly hello. Explore the origin of 'Hello, World' for context in de…
Callmybot Hello MCP Server
4.7/10Generate quick, friendly greetings by name. Personalize salutations for any context. Explore the o…
Openai Api Agent Project123123123
4.7/10Look up the latest stock prices by ticker symbol across global markets. Get current price and esse…
Kirbah MCP Youtube
4.7/10Provide token-optimized, structured YouTube data to enhance your LLM applications. Access efficien…
Kkjdaniel Bgg MCP
4.7/10BGG MCP provides access to the BoardGameGeek API through the Model Context Protocol, enabling retr…
Token Oracle
4.7/10Hosted MCP server for LLM cost estimation, model comparison, and budget-aware routing.
Rostro
4.7/10Turn any LLM multimodal; generate images, voices, videos, 3D models, music, and more.
MCP Server
4.7/10MCP server providing access to the Scorecard API to evaluate and optimize LLM systems.
Roundtable
4.7/10Multi-model AI debates: GPT-4o, Claude, Gemini & 200+ models discuss, then synthesize insight.
MCP Server
4.7/10Consult a multi-model panel on contested decisions via MCP: architecture, plan review, strategy.
MCP Server
4.7/10MCP server for Pentest-Tools.com: run scans, manage findings and reports via your preffered LLM.
Driftoracle
4.7/10DriftOracle - 15 tools for model/data drift monitoring: PSI, KS-test, alerts, evidence packs.
Sentinelx
4.7/10Operate your own Linux servers from your LLM. Requires the SentinelX agent installed per host.
Options Analysis Suite MCP
4.7/10Options analytics: 17 pricing models, 17 Greeks, GEX, IV, 23 screeners, unusual, dark pool, max pain
MCP Server
4.7/10Connect AI assistants to your product operating model — OKRs, strategy, and discovery.
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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.