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.
Deepanime MCP
4.7/10Deep Anime helps you turn a photo into anime, build character art, and refine scene ideas with
Deepseekfr MCP
4.7/10Independent French workspace for evaluating DeepSeek-V3-class chat and DeepSeek-R1 reasoning.
Earscribe MCP
4.7/10EarScribe is a browser-based transcription tool that converts audio to text on-device using OpenAI
Flowmusicai MCP
4.7/10Flow Music AI is a free AI music generator that turns one prompt into a finished royalty-free track
Flux 2 Online MCP
4.7/10Flux-2 Online is an online interface for the Flux 2 image generation model with prompt tuning and
Gemini 3 Online MCP
4.7/10Gemini 3 Online is an online chat interface that lets users interact with the Gemini 3 model for
Gemmaai MCP
4.7/10Experience Google's Gemma AI models for free. Chat with Gemma 4 26B and 31B - powerful, efficient
Makerai MCP
4.7/10Create product photos, product videos, and UGC-style ads for Shopify, Amazon, TikTok, and
Mla Citation Generator MCP
4.7/10MLA Citation Generator creates accurate MLA-format citations from a DOI, ISBN, URL, or manual
Nanobanana 2 MCP
4.7/10Nano Banana 2 exposes the Nano Banana 2 image generation model online with prompt presets and quick
Nanobanana MCP
4.7/10Nano Banana Pro AI image editor free online. Create, edit, and enhance images by Google Gemini AI
Riftrunner Ai Online MCP
4.7/10Riftrunner AI is an AI-driven role-playing game experience where each story branch is generated on
MCP Server
4.7/10Create AI videos with Seedance 2.0 by text to video, text to image, image editing, and image to
Seedanceai MCP
4.7/10Create AI videos with SeedanceAI by text to video, text to image, image editing, and image to
Videotoaudioconverter MCP
4.7/10Video to Audio Converter is a free, browser-based tool that extracts audio tracks from common video
Voxtraltts MCP
4.7/10Explore Voxtral TTS with API notes, setup guidance, use cases, workflow tips, and FAQ answers for
Wordcast MCP
4.7/10WordCast is a browser-based text-to-speech reader that runs entirely on-device using the Web Speech
Z Image MCP
4.7/10Z-Image is an online interface for the Z-Image generation model with fast inference and prompt
Auvik MCP
4.7/10MCP server for the Auvik network monitoring API — devices, alerts, statistics, billing.
Chromeflow
4.7/10Lets Claude Code or Codex CLI drive your real Chrome — sessions intact, 28 browser tools.
Sports Context Protocol
4.7/10Self-learning operational context layer for AI sports agents. Profile 001: golf.
Kvc MCP
4.7/10Drive a Krystal Voice Caller tenant from Claude, Cursor, or any MCP-aware agent.
Archiet
4.7/10Archiet MCP server: scaffold full-stack apps from PRD text and extract capabilities.
Tiny Go MCP
4.7/10Demo stdio MCP server (tools, resource, prompt) for tinymcp tests—not production use.
Ai Agent Avatar
4.7/103D AI Agent Avatar — render any GLB, give it a Solana wallet, a voice, and pump.fun powers.
Llmtest MCP
4.7/10Benchmark AI models on real prompts. Find cheaper, faster alternatives across 340+ models.
Iqms MCP
4.7/10MCP server for IQMS (DELMIAworks) ERP — manufacturing, inventory, production, and quality.
Ironscales MCP
4.7/10MCP server for Ironscales phishing incident management — incidents, mailboxes, and reporting.
Threatlocker MCP
4.7/10MCP server for ThreatLocker — zero-trust endpoint protection, allowlisting, and policies.
Piia Engram
4.7/10Local-first AI identity for MCP coding tools. Lessons, decisions, and context you control.
Anporia MCP Server
4.7/10Economic protocol for AI agents — identity + reputation + credit + Sybil resistance (MCP bridge)
Aidc MCP Server
4.7/10AIDC MCP for OPR/BOD sizing, validation, and rackPlan layout from the shared 3D graph.
MCP Server
4.7/10Economic protocol for AI agents — identity + reputation + credit + Sybil resistance (MCP bridge)
Redline
4.7/10Run local prompt regression checks from prompt-response logs in AI coding assistants.
Aspnetcore Debugger MCP
4.7/10MCP server giving AI agents interactive .NET / ASP.NET Core debugging via netcoredbg + DAP.
Webvoice MCP
4.7/10WebVoice MCP: chat, TTS, STT, translate, images. Email signup, welcome credits, optional Solana.
Coffee Roaster MCP
4.7/10RoastPilot controls coffee roasting sessions through local stdio MCP tools and exports logs.
Plumb MCP
4.7/10Two-way Figma MCP: extract + verify design-to-code, or generate on-brand Figma pages from a prompt.
Citation Intelligence
4.7/10Check what Perplexity, Claude, ChatGPT, Gemini, and Google AI Overviews cite for any query.
Orcarouter MCP
4.7/10Browse 160+ LLM models and live pricing — no API key needed for catalog. Add key to route chat.
Indie Founder MCP
4.7/10Aggregates Lemon Squeezy, Gumroad, Polar, and Stripe revenue into one Claude-queryable view.
Openosint
4.7/10AI-powered OSINT agent & MCP server. 16 tools: email, breach, IP, WHOIS, DNS, Shodan, GitHub & more.
Openosint
4.7/10AI-powered OSINT agent & MCP server. 16 tools: email, breach, IP, WHOIS, DNS, Shodan, GitHub & more.
Keyblind
4.7/10Encrypted secrets vault for AI agents — secrets resolved at runtime, never seen by LLMs.
Nexus Finance
4.7/10Nexus Finance API — compliance audit, VaR/RWA risk, market quotes and case management.
Kaseya Quote Manager MCP
4.7/10Read-only MCP server for Kaseya Quote Manager (Datto Commerce): quotes, orders, purchasing.
Axon Emcp
4.7/10Official ℰMCP server for AXON — exposes 45 primitives, 33 templates, 17 examples to AI agents.
Free · No spam
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.