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.
X402 Triage MCP
4.7/10MCP server for no-payment x402 surface triage, 402 Index health checks, and paid review handoff.
Anporia MCP Server
4.7/10MCP server exposing the ANP2 AI-to-AI network: post, query, discover agents/rooms, trust-vote.
Openeye
4.7/10Procedure verification for AR/XR with memory, visual sessions, and DPO trajectory export.
Skillfm
4.7/10AI health, token usage, LLM cost optimization, BYOK vault, and cleanup audits for MCP agents.
Skillfm Ai Health Token Usage Byok Cost Cleanup
4.7/10AI health, token usage, LLM cost optimization, BYOK vault, and cleanup audits for MCP agents.
Vivory MCP Verification
4.7/1098 MCP tools for verifiable AI: citations, law, KYB, peer review, forecast, media provenance.
Amazon In MCP Server
4.7/10Search Amazon.in: cheapest in-stock, best-value picks, product details, Keepa price-history.
Markitup MCP Server
4.7/10MarkItUp AI image annotation and marketing-visual generator (variations, outpaint, bg-removal).
Vessel Traffic MCP
4.7/10Read-only MCP server for vessel AIS, ship tracking, schedules, and BYOK maritime providers.
Witness
4.7/10Cryptographic AI governance + audit. 20 tools, 31 frameworks. EU AI Act, NIST, OWASP, CMMC, SR 11-7
Abs MCP
4.7/10Query the ABS in plain English — CPI, labour force, building approvals, migration, GDP.
Aemo MCP
4.7/10Query the AEMO NEM in plain English — 5-min prices, demand, generation, rooftop PV.
Aihw MCP
4.7/10Query the AIHW in plain English — mortality, cancer, health spend, hospital wait times.
Asic MCP
4.7/10Query ASIC registers in plain English — advisers, licensees, banned persons, liquidators.
Ato MCP
4.7/10Query the ATO in plain English — tax by postcode, corporate tax, GST, super, charities.
Au Weather MCP
4.7/10Query Australian weather + air quality — forecasts, current obs, 80yr archive (BOM).
Ausdata MCP
4.7/1028 tools over 9 AU gov data sources (ABS, RBA, ATO, APRA, AIHW, ASIC, AEMO, BOM, WGEA) via one key.
Wgea MCP
4.7/10Query the WGEA in plain English — employer pay gap, workforce composition, leave.
Vault Cortex
4.7/10Standalone MCP server for Obsidian vaults — hybrid search, memory, tasks, 27 tools, OAuth 2.1.
Network Sketcher
4.7/10AI-native MCP server to design and manage Cisco network diagrams (L1/L2/L3, PPT/SVG) from LLMs.
Skillfm Byok Vault Api Key Provider Usage
4.7/10BYOK vault, provider API key guidance, usage visibility, and SkillFM Beacon checks for MCP agents.
Skillfm Claude Code Token Usage Cost
4.7/10Claude Code token usage, cost visibility, and SkillFM Beacon AI health checks for MCP agents.
Skillfm Llm Cost Optimizer Openai Anthropic Usage
4.7/10LLM cost optimizer for OpenAI, Anthropic, token usage, BYOK, and SkillFM Beacon audits.
Filoo MCP
4.7/10Create short links, fetch click analytics, and generate QR codes via the filoo.app API.
Parbaked
4.7/10Scaffold invite-only Python/FastAPI apps: auth, admin dashboard, dev server, deploy to fly.io.
Windy Word MCP
4.7/10Control Windy Word voice-to-text from any MCP agent — 60 tools across 12 categories.
Vatnode MCP
4.7/10Official MCP server: EU VAT validation via VIES, plus offline rates and format checks.
Ari MCP
4.7/10Fair-price checks, leaderboards, and Ed25519 receipt verification for x402/MPP services.
Ari MCP Py
4.7/10Python MCP server: fair-price checks, leaderboards, Ed25519 receipt verification for x402/MPP.
Margins
4.7/10Use your Claude Pro/Max subscription on your Obsidian vault. Reads markdown, proposes writes.
Ms 365 Admin
4.7/10Microsoft 365 administration via Graph API application permissions (read-only by default).
Ads Ai Creator MCP
4.7/10Ads AI Creator generates ad creatives, copy, and visuals using AI so marketers can iterate on
Ai Room Design MCP
4.7/10AI Room Design helps users redesign rooms and visualize new interior layouts with AI-generated
Ai Swap Face MCP
4.7/10AI Swap Face is an online tool that swaps faces in photos and produces fast, high-quality results
Aiimageeditor MCP
4.7/10Best Image AI Editor free online. Free AI photo editor for picture & image editing.
Bestaiimageprompt MCP
4.7/10The best AI image prompt library online. Latest trending prompts copy & paste for GPT image 2,
Chat MCP
4.7/10Qwen AI Chat guide to Qwen3.6-Plus and qwen3.6-flash with practical notes on 1M context, coding
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
Lechatai MCP
4.7/10Le Chat AI walks through Mistral's Le Chat - Free/Pro/Team pricing, Flash Answers, Deep Research,
Llamaai MCP
4.7/10Use Llama AI Chat to test Meta Llama 4 Maverick on code review, long PDFs, and screenshots.
Makerai MCP
4.7/10Create product photos, product videos, and UGC-style ads for Shopify, Amazon, TikTok, and
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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.