MCP Server Quality Scores
Independent quality analysis of 69093 public MCP servers
Last updated 3 hours, 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 58651 |
clearml-mcp
Claim
A lightweight Model Context Protocol (MCP) server that enables AI assistants to…
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| 58652 |
mcp-kaneo
Claim
MCP server for Kaneo task management API. Lets your AI coding assistant manage …
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| 58653 |
metamodel
Claim
AI-callable calculators and engineering models with real formulas. No hallucina…
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| 58654 |
JS Reverse MCP
Claim
MCP server for JavaScript reverse engineering and browser debugging.
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| 58655 |
TDD MCP Server
Claim
Enables AI agents to run Jest/TypeScript tests in isolated workspaces for Test-…
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| 58656 |
Matomo MCP Server
Claim
Enables AI models to interact with Matomo analytics through a complete MCP serv…
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| 58657 |
dotnet-coverage-mcp
Claim
MCP server for .NET coverage: run tests, parse Cobertura, find uncovered branch…
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| 58658 |
color-engine-mcp
Claim
Six pure, in-memory CSS color tools: parse, convert, WCAG/APCA contrast, gamut …
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| 58659 |
hilma-mcp
Claim
MCP server for Finnish public procurement notices (Hilma). Built by Aimiten.
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| 58660 |
Accordo
Claim
A YAML-driven workflow guidance MCP server that enables AI coding agents to fol…
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| 58661 |
Vertical Marketplace
Claim
Agent-to-agent marketplace: AI agents list and buy data, services and compute. …
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| 58662 |
Trello MCP Server
Claim
A Model Context Protocol (MCP) server that connects Trello to Claude Code. Mana…
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| 58663 |
goodvat
Claim
Enables AI assistants to answer tax compliance questions (VAT, sales tax, GST) …
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| 58664 |
MCP MySQL Server
Claim
A MCP MySQL server with DDL support, permission control and operation logs.
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| 58665 |
citation-tracker
Claim
Checks whether AI search engines cite your domain for a prompt. From $0.15/call…
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| 58666 |
Google Ads MCP Server
Claim
Enables comprehensive management of Google Ads accounts by allowing users to cr…
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| 58667 |
Integrates the US National Weather Service API with Claude Desktop to provide r…
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| 58668 |
chromium-sync-mcp
Claim
Enables access to browser data (tabs, history, bookmarks) from Chromium-based b…
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| 58669 |
emacs-mcp
Claim
An MCP server that bridges Claude Code with Emacs via emacsclient, enabling buf…
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| 58670 |
RE-MCP Server
Claim
A local, privacy-first MCP server that orchestrates Ghidra, Binary Ninja, x64db…
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| 58671 |
video-probe-mcp
Claim
Inspect local video and audio files with ffprobe, returning structured metadata…
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| 58672 |
Horizun PBI MCP
Claim
Open-source MCP server for Power BI Desktop, DAX, PBIP, TMDL and PBIR automatio…
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| 58673 |
AI-native commercial disruption intelligence for MCP clients and x402-powered a…
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| 58674 |
douyin-upload-mcp-skill
Claim
Automates video and image-text publishing on Douyin's creator platform using Ch…
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| 58675 |
An MCP server that uses Google's Gemini API to analyze videos and convert them …
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| 58676 |
unitrends-mcp
Claim
MCP server for Unitrends Backup — appliances, jobs, recovery points, replicatio…
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| 58677 |
upstox-mcp-server
Claim
Enables LLM agents to analyze portfolios and execute orders on the Indian stock…
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| 58678 |
FlowSpec MCP
Claim
A PRD-first multi-agent MCP server that wraps agent definitions, collaboration …
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| 58679 |
telnyx-mcp-aws
Claim
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| 58680 |
aster-guard
Claim
Enables scanning MCP server configurations for security risks like prompt injec…
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| 58681 |
DefiLlama MCP Server
Claim
Enables AI agents to interact with DefiLlama's DeFi data aggregator, providing …
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| 58682 |
resume-tailor-mcp-server
Claim
Helps job seekers tailor their resume and generate cover letters against a spec…
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| 58683 |
socrata-mcp
Claim
An MCP server that provides tools to search, query, and aggregate data from any…
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| 58684 |
sales-intelligence
Claim
Enables research on prospects, pull call transcripts, and enrich leads using Go…
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| 58685 |
mcp-leclerc-drive
Claim
MCP server for E.Leclerc Drive that enables searching products, managing a cart…
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| 58686 |
satudata-ngawi
Claim
MCP server for accessing Indonesian local government data from Satu Data Ngawi.…
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| 58687 |
renpy_mcp_server
Claim
Enables AI assistants to create complete Ren'Py visual novel games with AI-gene…
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| 58688 |
iStdBMAD
Claim
A local MCP server that provides all 42 BMAD AI development skills to multiple …
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| 58689 |
This repository contains an implementation of an Miro Universal MCP (Model Cont…
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| 58690 |
DongneSOS MCP
Claim
Helps users prepare Korean neighborhood inconvenience reports by classifying is…
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| 58691 |
KiCad MCP Server
Claim
An MCP server that enables AI assistants to analyze schematics, inspect PCBs, t…
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| 58692 |
claude-code-tools
Claim
MCP server providing code review, auto-fix, test running, linting, formatting, …
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| 58693 |
myBrAIn
Claim
MCP server that provides persistent memory and contextual awareness to language…
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| 58694 |
MCP Learning Project
Claim
A custom MCP server providing tools for date/time, calculations, mock weather, …
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| 58695 |
solidtime-mcp-server
Claim
MCP server for SolidTime — the open-source time tracking app. Enables start/sto…
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| 58696 |
agent-memory
Claim
MCP server for zero-config, traceable long-term memory using SQLite, enabling a…
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| 58697 |
quine-cube-runner-mcp
Claim
MCP server for foldkit that exposes the 7-prime spine, 7 κ-bands, and 6 fold op…
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| 58698 |
Integration Quest
Claim
Enables playing a Workato-themed text-based RPG through MCP tools, allowing use…
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| 58699 |
archicad-mcp
Claim
MCP server for Archicad automation, enabling AI assistants to run Python script…
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| 58700 |
taxfolio-mcp
Claim
Enables tax-loss harvesting and tax-aware portfolio rebalancing via LLM agents,…
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