MCP Server Quality Scores
Independent quality analysis of 59042 public MCP servers
Last updated 1 hour, 18 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 58751 |
mcp-meteostat
Claim
Provides access to historical weather data from over 11,000 stations worldwide …
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| 58752 |
dpay-mcp
Claim
An MCP server for creating, settling, disputing, and refunding escrows on EVM c…
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| 58753 |
call-a-human-mcp
Claim
An MCP server that enables AI agents to pause and request human approval or inf…
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| 58754 |
AlphaFold3 MCP Server
Claim
Enables AI-powered protein structure prediction and variant analysis via Docker…
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| 58755 |
Provides comprehensive World of Warcraft guild analytics, player character anal…
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| 58756 |
pixelblaze
Claim
Enables Claude to create, update, and manage LED patterns on a PixelBlaze contr…
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| 58757 |
jasperreports-mcp-server
Claim
Enables AI assistants to interact with JasperReports Server for report executio…
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| 58758 |
codetex-mcp
Claim
A commit-aware code context manager for LLMs that indexes Git repositories into…
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| 58759 |
argo-mcp
Claim
MCP server for Argo RPG Platform — connects AI assistants to campaign data via …
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| 58760 |
Dovetail MCP Server
Claim
Enables AI tools to connect to the Dovetail API for accessing customer insights…
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| 58761 |
COMSOL MCP Server
Claim
MCP Server for COMSOL Multiphysics simulation automation via AI agents.
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| 58762 |
flex-sensor-agent-mcp
Claim
An MCP server for COMSOL Multiphysics that enables AI agents to perform flexibl…
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| 58763 |
Weather MCP Server
Claim
An MCP server that provides weather alerts and forecasts for US locations using…
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| 58764 |
groq-compound-mcp-server
Claim
Enables interaction with Groq models, including compound models, through tools …
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| 58765 |
keycrm-mcp
Claim
A Model Context Protocol server that lets Claude manage keyCRM catalogue, stock…
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| 58766 |
figma-mcp-hybrid
Claim
Enables reading Figma files via REST API and writing to the Figma canvas via a …
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| 58767 |
SIC Codes UK
Claim
UK SIC code lookup, GICS/ICB mapping, and Companies House search. 731 codes, 5.…
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| 58768 |
genart-mcp
Claim
MCP server for creating and manipulating generative art with p5.js, Three.js, G…
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| 58769 |
mcp-uart
Claim
Enables AI agents to communicate with UART/serial devices, offering tools for p…
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| 58770 |
Norric
Claim
Swedish B2B intelligence: insolvency risk, BRF health & procurement signals fro…
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| 58771 |
mlagents-mcp
Claim
Controls Unity ML-Agents training runs from Claude Code, enabling launch, stop,…
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| 58772 |
suse-mcp
Claim
MCP server that bridges AI assistants with the SUSE Linux ecosystem, enabling s…
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| 58773 |
mcp-telegram-claudecode
Claim
Enables Claude Code to send and receive messages via Telegram for remote intera…
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| 58774 |
proxmox-mcp
Claim
Minimal MCP server for Proxmox VE — 38 tools for nodes, VMs, LXC, storage, and …
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| 58775 |
Food-Recipe-MCP
Claim
"Semantic search over 50,000+ recipes using hybrid dense+sparse retrieval with …
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| 58776 |
@perssona/orchestrator
Claim
MCP server that lets AI agents control Perssona. It enables creating terminals,…
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| 58777 |
GitAgentic MCP Server
Claim
Enables AI models like Claude or GPT to interact with a decentralized git netwo…
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| 58778 |
A comprehensive MCP server for Google Sheets integration with Claude, enabling …
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| 58779 |
Codebase RAG MCP Server
Claim
Enables AI agents to chat with codebases by indexing local directories or GitHu…
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| 58780 |
concord-mcp
Claim
Enables MCP clients to look up Bible verses, perform semantic search, and acces…
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| 58781 |
mcp-quiz-generator
Claim
Generates quizzes from Markdown content and outputs interactive HTML and Word d…
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| 58782 |
mcp-lcu-server
Claim
Enables interaction with Linux system operations via MCP, including CPU, memory…
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| 58783 |
GitHub MCP Server
Claim
A Model Context Protocol (MCP) server that connects Claude AI directly to the G…
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| 58784 |
Dhan MCP Server
Claim
A production-ready MCP server for algorithmic trading with Dhan broker API, pro…
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| 58785 |
Enable seamless interaction with Alpaca's trading API through a standardized pr…
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| 58786 |
SpatialLens
Claim
Parses USD/USDZ/USDA files into structured JSON for AI agents, enabling scene g…
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| 58787 |
Hivemind
Claim
Persistent, append-only event log for AI agent coordination, enabling agents to…
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| 58788 |
Send letters, postcards, notecards, and gift cards via postal mail.
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| 58789 |
Apple Health MCP Server
Claim
Streams Apple Watch health metrics (HRV, sleep, heart rate, etc.) to Claude via…
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| 58790 |
crompton-network
Claim
Machine-native listening platform for CWA's Straight Outta Crompton. Your agent…
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| 58791 |
神岛数据统计 MCP 服务器
Claim
提供对神岛平台用户数据、地图信息和统计数据的访问,包括公开和需要认证的API。
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| 58792 |
Cakemail API MCP Server
Claim
Enables AI assistants to browse, inspect, and call the Cakemail API via dynamic…
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| 58793 |
url-to-image-mcp
Claim
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| 58794 |
Provides documentation lookup and search capabilities for FiveM development, in…
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| 58795 |
Reflect MCP Server
Claim
An unofficial MCP server that enables adding content to daily notes, creating n…
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| 58796 |
weeek-mcp
Claim
MCP server for WEEEK Public API v1 enabling management of tasks, projects, boar…
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| 58797 |
gdc-claude-plugin
Claim
Enables using the GDC (gdc-service) from Claude Code/Desktop through MCP tools,…
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| 58798 |
github-portfolio
Claim
Enables fetching public repositories for a given GitHub username, returning cur…
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| 58799 |
GitLab MCP Server
Claim
Connects AI assistants to GitLab, enabling natural language queries for merge r…
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| 58800 |
Enables AI assistants to interact with Watson Discovery, listing projects and c…
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