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
8.0/10docx ↔ LLM translator. Projects .docx office files to Markdown for editing. Projects edits back to OOXML as tracked changes (redlines). Python and Node.js implementations.
Registry
7.9/10Publish and discover MCP servers via the official MCP Registry. Powered by HAPI MCP server.
Qr Generator
7.7/10Generate QR codes for URLs, PIX, Wi-Fi, vCards, WhatsApp and more. For AI agents.
Business Contact Finder
7.7/10Check how to contact a business website, and whether that contact path actually works.
Contractor License Changes
7.7/10Did this contractor's licence change? Observed lapses and reinstatements, not a snapshot.
Contact Affordance
7.7/10Check how to contact a business website, and whether that contact path actually works.
Domain Liveness
7.7/10Is this business's website still there? Checks apex and www, and DNS separately from HTTP.
Licensed House Painters
7.7/10Find licensed house painters in 11 US states, with dated license status from state boards.
Docs MCP
7.6/10Tandem is the authority layer between AI agents and company tools: runtime policy for tools, memory, approvals, and audit trails.
Spotdb
7.4/10Give your agents a secure, containerized SQL sandbox with MCP or API access enabled with DuckDB. No infra required, quick spin-up cycle. Push any CSV — query, analyze,…
Anki MCP Server Addon
7.3/10An Anki addon that implements an MCP server, enabling AI assistants to interact with Anki, the spaced repetition flashcard application.
Affiliate Networks MCP
7.0/10Affiliate network reporting in your AI client. Bring your own keys. Most adapters experimental.
Directory
6.9/10Agent commerce directory for Lightning, BOLT12, L402, and USDT merchants. Merchants self-register and land self-attested; an Observer Protocol attestation tier records what has been checked on each.
Telegram
6.9/10AwrAIter MCP server for Telegram: connection guide, reference for all 25 tools, and examples. Read analytics, draft from your own sources, plan and schedule posts for the channels…
Web Content Url Tools
6.9/10Remote MCP server with 26 tools for AI agents: web pages to Markdown, metadata, tech stack, SSL, security headers, SEO, domains, email auth (SPF/DMARC/DKIM), SSO checks and dev…
Aidoo
6.8/10Query and update your Odoo ERP in plain language, under your own Odoo access rules.
Goji
6.7/10Documentation for GOJI's hosted MCP server. Answers questions about AEO, SEO, web development and branding from GOJI's published material, with a goji.agency URL to cite on every result.…
MCP Server
6.6/10Remote MCP server to run your Atako AI agents: chat, projects, files, integrations and channels.
Leads
6.6/10Getlead MCP server: find B2B leads with verified work emails, find and verify emails, run cold email from Claude, ChatGPT, Cursor, VS Code and Gemini
Bev Door
6.6/10One address for every catalogue on the world's largest agentic B2B hub for beer, wine and spirits. Powered by CUVEE. Trade only.
Aitopia
6.6/10Generate and edit images, video and audio: 300+ AI models, video tools, voice cloning, transcripts.
Quant Research
6.6/10Statistical tests for whether a backtest means anything: deflated Sharpe, PBO, purged CV, reality checks, attestation verification.
MCP Server
6.5/10MCP server for AIMentionTracker — let Claude, Cursor and other MCP clients read how often ChatGPT, Claude, Gemini, Perplexity and Google AI Overviews name and cite your brand
Ads
6.4/10Adako (アダコ) — careful ad ops for AI agents. Skills, client configs, Claude Code plugin, CLI and MCP Registry entry for the hosted MCP server at adako.ai.
Sap Analytics
6.4/10Read-only MCP server for the SAP analytics services market — firms, contract radar, day rates, concepts, studies. Hosted, no install.
Contextburn
6.4/10How much of what your coding agent spends is actually work: the share of paid tokens that became output, not context re-reading. Local, no network calls.
Audiopod
6.4/10Hosted MCP server for AudioPod's audio AI — TTS, voice cloning, music, stems, speaker separation, transcription. Streamable-HTTP at mcp.audiopod.ai.
Authoryze
6.2/10Give your AI agent a spending limit. Authoryze is a remote MCP server that issues single-use virtual cards with per-merchant and per-amount controls you approve before the agent…
Armor MCP
6.2/10Data observability tools for engineering teams: alerts, freshness, schema drift, lineage, quality.
Certscore Light
6.2/10No-account public website privacy risk scans with 20 new scans/day and free recent-result reuse.
Dubai Real Estate
6.2/10Dubai real estate: DLD sales, Ejari rents and project registry, cleaned and aggregated. Live data: https://datadubai.ae
Adrails
6.2/10Remote MCP server for Adrails: AI agents for Meta Ads and Google Ads that read your accounts and prepare every change for one click in Adrails.
Adtest MCP
6.1/10MCP server for AdTest.AI: score image, video or text ads with a 13-dimension AI analysis inside Claude and other MCP clients
Computeback
6.1/10MCP server for Computeback — the Agent Rewards Marketplace + CB Hire B2B labor (paid in $NOMD on Base L2). Public source mirror of the npm package @autonomad1/computeback-mcp.
MCP Server
6.0/10Search AutoRFP.ai projects, requirements, content library, and tags for Q&A and analytics.
Auralogs
6.0/10Auralogs MCP server: read-only MCP access to production logs and AI analyses for Claude, Cursor, Codex, Cline, and any Streamable HTTP client
MCP Server
6.0/10MCP server for AgentTrust — A2A communication, agent identity, HITL escalation, and prompt injection detection
MCP Server
5.9/10Computer use MCP server: give Claude Code, Codex, Cursor or any MCP client hands on your Mac, Windows or Linux desktop.
Backengine MCP
5.6/10Remote MCP server for BackEngine — query customer & prospect context (Slack, email, call transcripts, support tickets) from MCP client.
Auxen
5.6/10Provision private AI model endpoints on dedicated GPUs (Llama, Qwen, Mistral). Pay per minute.
Arpi MCP
5.6/10AI-powered ECG analysis: submit ECG images and receive diagnosis reports from ARPI's ECG AI.
MCP Server
5.6/10Atlaso's hosted MCP server — one shared, persistent memory across every AI tool you connect. Endpoint: https://mcp.atlaso.ai/mcp
Agent Trust Receipt
5.5/10Read-only Remote MCP for externally grounded AI agent trust receipts.
Trading
4.9/10AI-powered trading strategy development: backtesting, market data, and portfolio analysis
Agentdm
4.9/10Agent communication platform for agent to agent messaging via MCP. Messages, channels, skills.
MCP Server
4.9/10AI-powered news intelligence — 21 tools for personalized monitoring, briefings, and semantic search
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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.