MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 27501 |
My First MCP Server
Claim
Provide a simple and easy-to-run MCP server implementation that supports stdio …
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| 27502 |
dgmo-mcp
Claim
Render 29 diagram and chart types to SVG/PNG with browser preview and HTML repo…
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| 27503 |
Scrivener MCP Server
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Enables AI assistants to read, write, organize, search, and compile Scrivener w…
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| 27504 |
Standalone MCP filesystem tools server — view, edit, shell, ast-grep, workdir.
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| 27505 |
contextkeeper
Claim
Zero model drift between AI agents. Session continuity for Claude, GPT, Gemini,…
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| 27506 |
oxidize-pdf MCP Server
Claim
MCP server for PDF generation, parsing, splitting, merging, and manipulation vi…
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| 27507 |
thrd
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Thrd MCP: agent email tools for events/threads, safe send/reply, usage, trust a…
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| 27508 |
composer
Claim
Give your AI coding agent an architecture canvas to design and evolve diagrams.
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| 27509 |
UK Data API
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24 UK data endpoints — property, weather, companies, vehicles, finance. Paid vi…
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| 27510 |
server-id-test-1
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| 27511 |
uimax-mcp
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Frontend expert for Claude Code. Screenshots, Lighthouse, axe-core, code analys…
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| 27512 |
Prop Firm Deal Finder
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Query live prop firm discount codes, compare firms, and find cheapest funded tr…
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| 27513 |
think
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| 27514 |
Newsletter MCP Server
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A Multi-Agent Collaboration Protocol server that automates newsletter creation …
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| 27515 |
Token safety (27 scam patterns, 6 EVM chains) + AI agent economy with $AIGEN re…
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| 27516 |
testweather
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| 27517 |
A serverless AI-powered system built with Cloudflare Workers that handles multi…
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| 27518 |
qr-for-agent
Claim
Dynamic QR code MCP server for AI agents. Create, retarget, and track QR codes
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| 27519 |
cotest
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| 27520 |
GrACE-MCP
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A knowledge graph MCP server that integrates Graphiti and the ACE framework for…
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| 27521 |
vertaaux-mcp
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MCP server for VertaaUX.ai — run UX & accessibility audits from your LLM or IDE
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| 27522 |
No.JS MCP Server
Claim
Provides AI assistants with deep knowledge of the No.JS framework, including do…
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| 27523 |
Urbit MCP
Claim
A general-purpose MCP interface for Urbit, a networked personal server.
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| 27524 |
cronozen-proof
Claim
Tamper-proof audit trail for AI decisions. 6 tools to record, verify, and expor…
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| 27525 |
DocQA MCP
Claim
AI document verification: catch hallucinations, arithmetic errors, and field mi…
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| 27526 |
mcp
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| 27527 |
Databricks MCP Server
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Enables AI assistants like Claude to interact with Databricks workspaces throug…
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| 27528 |
mcp-homeassistant
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MCP server exposing Home Assistant REST API functionality
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| 27529 |
Discord MCP
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Enables comprehensive interaction with Discord servers to manage guilds, channe…
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| 27530 |
jmeter-mcp
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Integrates Apache JMeter with AI assistants to run and manage load tests throug…
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| 27531 |
Persona MCP
Claim
Enables AI to switch between 26+ expert personas on-demand with smart context d…
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| 27532 |
mcp-zmq
Claim
MCP server for ZMQ messaging
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| 27533 |
Ybe Check
Claim
Ybe Check – security and compliance orchestrator for AI-generated repositories.
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| 27534 |
MCP server for Upwork job discovery, client analysis, and proposal assistance
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| 27535 |
vasperamemory
Claim
Persistent AI memory for coding assistants. 80+ tools for decisions, patterns, …
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| 27536 |
An MCP server for interacting with Apple Reminders on macOS
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| 27537 |
mcp-server
Claim
AI agent service marketplace — browse, purchase, and manage services via x402/U…
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| 27538 |
agentbay-mcp
Claim
Persistent memory and knowledge management for AI agents with semantic search a…
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| 27539 |
webshift
Claim
Rust MCP server for denoised web search — fetch, clean, and rerank web content …
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| 27540 |
Remote MCP Server
Claim
A Cloudflare Workers-based server that implements the Model Context Protocol (M…
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| 27541 |
MCP Platform
Claim
High-performance Model Context Protocol server supporting multiple LLM provider…
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| 27542 |
A Model Context Protocol server that provides read-only access to MySQL databas…
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| 27543 |
Generalized MCP Server
Claim
Dynamically exposes Python SDKs (Kubernetes, GitHub, Azure) through an agent-fr…
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| 27544 |
Altary MCP Server
Claim
Enables Claude to integrate with Altary error management service for retrieving…
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| 27545 |
Astro Charts
Claim
Generate astrology charts from a date, time, and location. Explore planetary po…
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| 27546 |
icon-composer-mcp
Claim
CLI and MCP server for creating Apple .icon bundles with Liquid Glass effects (…
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| 27547 |
anvx
Claim
Track and optimize AI API spending across 16 providers with live pricing.
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| 27548 |
MiniMax MCP
Claim
Enables interaction with MiniMax AI APIs for text-to-speech, voice cloning, vid…
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| 27549 |
NPI MCP Server
Claim
Enables interaction with the CMS NPPES NPI Registry to search, lookup, and vali…
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| 27550 |
selfhosted-supabase-mcp
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