MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 1 hour, 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 54401 |
Strava Coach MCP Server
Claim
Enables AI assistants to access Strava running data, route planning, and weathe…
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| 54402 |
Weather MCP Server
Claim
Enables Claude Desktop to query real-time weather information and forecasts via…
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| 54403 |
mcp-query
Claim
A local MCP server for secure database querying from Claude Code, with Apple Ke…
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| 54404 |
mcp-leclerc-drive
Claim
MCP server for E.Leclerc Drive that enables searching products, managing a cart…
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| 54405 |
custom-mcp-server
Claim
Production MCP server for data annotation workflows, exposing six tools backed …
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| 54406 |
Google Sheets MCP Server
Claim
Enables AI assistants to interact with Google Sheets, performing operations lik…
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| 54407 |
OpenProject MCP Server
Claim
Enables AI agents to manage OpenProject projects, work packages, activities, an…
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| 54408 |
iris-execute-mcp
Claim
MCP server for InterSystems IRIS that provides 8 tools including ObjectScript e…
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| 54409 |
Finance MCP Server
Claim
Enables financial calculations such as compound interest, loan EMI, and savings…
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| 54410 |
agent-mux
Claim
MCP server that manages interactive CLI agent pools using tmux, enabling creati…
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| 54411 |
Ping Principal MCP
Claim
Enables AI agents to request human input through native macOS dialogs for clari…
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| 54412 |
bloom-mcp
Claim
MCP server for Bloom Growth that allows users to update metrics, check scorecar…
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| 54413 |
agent-teams-ai
Claim
You're the boss, agents are your team. They handle tasks on their own, message …
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| 54414 |
mcp-ssh-tmux
Claim
A high-performance MCP server that manages persistent SSH sessions via a local …
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| 54415 |
prection
Claim
预测运势能力mcp
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| 54416 |
Scribe MCP
Claim
Transcribes audio/video files, generates summaries and structured knowledge ite…
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| 54417 |
kicad-mcp-pro
Claim
KiCad MCP Pro is an MCP server for KiCad EDA workflows. It lets AI agents autom…
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| 54418 |
SSH MCP Server
Claim
An MCP server that gives AI agents SSH capabilities to execute commands, transf…
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| 54419 |
chance-electro-pricing
Claim
Provides electrical pricing, cable sizing, and profitability analysis tools for…
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| 54420 |
Overlord MCP Server
Claim
MCP server for the Overlord C2 framework that gives AI agents 66+ tools for man…
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| 54421 |
audio-mcp
Claim
Local MCP server for macOS that captures microphone input and/or system audio o…
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| 54422 |
microsandbox-mcp
Claim
Connects AI agents to microsandbox for creating lightweight sandboxes, executin…
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| 54423 |
notify-mcp
Claim
Enables AI to send push notifications to your phone via a configurable gateway.…
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| 54424 |
mermaid-mcp
Claim
Renders Mermaid diagram markup to PNG images using Puppeteer/Chromium. Enables …
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| 54425 |
fabric-dw-mcp-cli
Claim
CLI and MCP server for administering Microsoft Fabric Data Warehouses and SQL A…
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| 54426 |
Office-PowerPoint-MCP
Claim
Enables AI assistants to programmatically create, manipulate, and analyze Micro…
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| 54427 |
wago-plc-mcp-server
Claim
MCP server that connects WAGO PLCs to LLM agents via the WDx/WDA REST API, enab…
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| 54428 |
mcp-federal-register
Claim
Enables querying the US Federal Register API for federal register documents and…
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| 54429 |
BrowserPilot
Claim
Enables AI assistants to control a Chrome browser through natural language, sup…
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| 54430 |
GAS MCP Server
Claim
Enables local execution of Google Apps Script tools for Google Workspace automa…
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| 54431 |
hiel_excel_mcp
Claim
An optimized Excel MCP server with 25+ tools for creating, reading, writing, fo…
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| 54432 |
mcpdoc
Claim
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| 54433 |
moysklad-mcp-ru
Claim
Provides AI assistants with direct access to the Moysklad (МойСклад) JSON API f…
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| 54434 |
@gibeon/mcp-server
Claim
MCP server for the Gibeon digital signage platform. Control your players, manag…
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| 54435 |
web-slack-mcp
Claim
Enables reading Slack channels, messages, and threads using the web interface v…
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| 54436 |
@smart-compost/mcp
Claim
MCP server for Smart Compost platform that lets LLM agents list composting proc…
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| 54437 |
imladris
Claim
Enables multi-LLM deliberation via a council of panel members, judges responses…
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| 54438 |
agy-bridge
Claim
Delegate heavy tasks from Claude Code (or any MCP client) to the Antigravity CL…
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| 54439 |
Experimental MCP service for Azure AI Search, enabling read and write operation…
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| 54440 |
Enables semantic code search across multi-language codebases using natural lang…
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| 54441 |
RobotArm MCP P340
Claim
Enables natural language control of ElephantRobotics MyCobot series robotic arm…
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| 54442 |
NetPilot-MCP
Claim
Enables large language models to manage network devices (Cisco, Huawei, H3C, Ru…
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| 54443 |
overleaf-claude-mcp
Claim
An MCP server that lets Claude read, write, and push Overleaf LaTeX projects fr…
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| 54444 |
pywinauto-mcp
Claim
A Windows computer use agent — FastMCP server that gives AI assistants hands on…
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| 54445 |
Solentic
Claim
Native Solana staking for AI agents — 26 MCP tools including one-shot stake/uns…
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| 54446 |
Gives AI assistants full control over Microsoft Access databases, enabling crea…
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| 54447 |
galaxy-mcp
Claim
Live MCP server for the Galaxy vault. Lets Claude (mobile/web) and other chat i…
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| 54448 |
DevTools MCP Server
Claim
A specialized MCP server focused on process management, development server cont…
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| 54449 |
Mem0 MCP Server
Claim
Provides long-term memory capabilities for MCP clients by wrapping the Mem0 API…
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| 54450 |
dda-mcp-server
Claim
An MCP server for controlling astronomy equipment, supporting Dark Dragons Astr…
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