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.
Weather
4.1/10Multi-model weather forecasts: point series, model scoreboard, and gridded fields. No auth.
Call Me
4.1/10Calls your phone when an AI task finishes or is blocked — hear it, say what's next.
The Aggregate
4.1/10Fused LLM rankings: one IRT/Elo scale across ~5,000 public benchmark leaderboards, updated daily.
Genomic Intelligence
4.1/10Hosted DNA language models: promoter, splice, enhancer, chromatin, expression, annotation
Fotohub
4.1/10Generate images, video, music, voice and 3D through one API. 30 tools, 200+ models.
Hokai
4.1/10Query the HokAI catalogue of AI tools, agents, models, companies and infrastructure services.
Pantts
4.1/10Read and manage your Pantts boards — kanban, gantt, table and graph over one shared card model.
Isitdeprecated
4.1/10Check if an AI model is deprecated, retiring, or silently changed price or context window.
MCP Server
4.1/10Image, video, music and text generation across 100+ models through one endpoint.
Studio
4.1/10Run 70+ AI models and 50+ tools on CNAPS Studio in natural language — Claude, n8n, or Zapier.
Mascotlab
4.1/10Generate your app's mascot, then props, poses and animations that stay on-model.
Noveum
4.1/10Trace, evaluate, and optimize your LLM, RAG, and agent apps with Noveum observability.
Retail Media Measurement
4.1/10Retail media measurement in Gus Dantas's own words. No model inside: every answer is text he wrote.
MCP Server
4.1/10Build a real 3D website by chatting: pages, models and text in space, published to a live URL.
Credcycle
4.1/10Provider credentialing & payer-enrollment tracking for medical practices — read-only demo tools.
Video Transcript
4.1/10Any video URL to LLM-ready transcript. ASR built in, no captions needed. TikTok, X, TED and more.
Models
4.1/1055 Concordance-tested financial models with published specs; responses cite assumptions and sources.
Whatif
4.1/10Conversational what-if simulation: build, diagnose and compare Petri-net models; CC0 catalog.
Frontier
4.1/10Discover Frontier inference capabilities and read sanitized usage through read-only tools.
Fullmakt
4.1/10Credential broker for AI agents: scoped, revocable API access with policy enforcement and audit.
Orq
4.1/10Build and monitor LLM apps on Orq.ai: AI gateway, agents, prompts, evals, traces.
Token Counter
4.1/10Counts tokens under OpenAI-compatible (tiktoken) encodings, by model or encoding name.
Gpt 4O Ksdwzw
4.1/10GPT-4o: GPT-4o (“o” for “omni”) is our versatile, high-intelligence flagship model. It accepts both.
Gpt 5
4.1/10GPT-5: GPT‑5 is OpenAI’s most advanced and unified AI model, combining fast, real-time.
Openai Sora
4.1/10OpenAI Sora: Sora & Sora 2 (new social media like TikTok) API by ChatGPT creator OpenAI. Access.
Swift Ai
4.1/10Swift AI: Access a wide range of AI models⚡, including OpenAI 🤖,DeepSeek 🔍, Claude 🧠, Gemini 🌟, and.
Anansi Data
4.1/10Time-series nobody else archives: LLM price history, prediction markets, gas, perp funding.
Nuget
4.1/10A Model Context Protocol (MCP) server for NuGet.
MCP Server
4.1/10Smart LLM routing across every major provider via one OpenAI-shape API.
Langfuse
4.1/10MCP server for Langfuse LLM observability — trace and observation analysis.
Gate
4.1/10SpiderIQ Gate: SpiderGate LLM gateway (completions, models, usage, traces)
Professionalwiki Mediawiki MCP Server
3.9/10Enable Large Language Model clients to interact seamlessly with any MediaWiki wiki. Perform action…
Brandonbosco Sigao Scf MCP
3.9/10Provides access to Civic Plus - See Click Fix, allowing you to interact with your data via an LLM.…
Anotherai
3.9/10MCP server for building and testing AI agents with multi-model experimentation and insights.
Apollo Salesforce Mapper
3.9/10Apollo->Salesforce Lead mapper. No LLM. Strict-fail required fields. PASS/REPAIR/FAIL verdict.
Geo
3.9/10AI visibility across 8 LLM platforms. 30 tools, most need no API key. EU-hosted, free.
Navisworks MCP
3.9/10Navisworks coordination and clash detection via APS — reports, viewpoints, model objects.
MCP Server
3.9/10run any ai model. compose agents, stack knowledge, connect tools. one api, pay per run.
MCP Server
3.9/10Provides capabilities that let LLM agents perform a range of infrastructure management tasks.
MCP Server
3.9/10Build zero-shot video models for object detection, and category and attribute classification.
Cannon Studio
3.9/10Public Cannon Studio MCP for product, pricing, workflow, model, and API answers.
Pimea
3.9/10The hidden intelligence for AI marketing agents. Real campaign data, not LLM guesses.
Districts
3.9/10K-12 school district data for all 50 US states. Enrollment, demographics, and academics.
Synthesis
3.9/10kenoodl surfaces the hidden pattern the model can't reach on its own. Call when reasoning loops.
MCP Server
3.9/10Live vehicle warranty (service contract) quotes by VIN, plate, or make/model/year.
Hyperliquid Data
3.9/10Hyperliquid perp market data for LLMs: OHLCV, funding, open interest, positioning & forecasts.
Tenzro
3.9/10Tenzro Network MCP server: wallet, identity, payments, inference, staking, bridges, verification.
Lamina
3.9/10On-brand product photos, model try-ons, video reels & banners from a brief + brand kit.
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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.