MCP Server Quality Scores
Independent quality analysis of 69093 public MCP servers
Last updated 2 hours, 31 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 59351 |
camunda-mcp
Claim
MCP server for modeling Camunda 7 BPMN diagrams programmatically, including ele…
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| 59352 |
re-kaitai
Claim
MCP server exposing Kaitai Struct for custom binary format reverse engineering.
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| 59353 |
A Python-based MCP server that exposes tools over streamable HTTP using FastAPI…
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| 59354 |
polydoc-mcp
Claim
MCP server that converts HTML or URLs to PDF, captures screenshots, and generat…
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| 59355 |
AgentUtility Wordmint
Claim
MCP server for the @agentutility wordmint cluster — pay-per-call x402 tools, no…
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| 59356 |
ComfyUI-Agent-Bridge
Claim
Enables an external coding agent to exchange text and images with ComfyUI workf…
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| 59357 |
This MCP server scrapes Amazon product details and reviews, manages a local JSO…
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| 59358 |
Currency Exchange
Claim
Convert amounts between currencies with up-to-date rates. Get accurate conversi…
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| 59359 |
wps-mcp-server
Claim
Enables AI agents to natively create and edit WPS Office documents, spreadsheet…
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| 59360 |
clearml-mcp
Claim
A lightweight Model Context Protocol (MCP) server that enables AI assistants to…
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| 59361 |
mcp-kaneo
Claim
MCP server for Kaneo task management API. Lets your AI coding assistant manage …
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| 59362 |
metamodel
Claim
AI-callable calculators and engineering models with real formulas. No hallucina…
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| 59363 |
JS Reverse MCP
Claim
MCP server for JavaScript reverse engineering and browser debugging.
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| 59364 |
TDD MCP Server
Claim
Enables AI agents to run Jest/TypeScript tests in isolated workspaces for Test-…
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| 59365 |
Matomo MCP Server
Claim
Enables AI models to interact with Matomo analytics through a complete MCP serv…
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| 59366 |
dotnet-coverage-mcp
Claim
MCP server for .NET coverage: run tests, parse Cobertura, find uncovered branch…
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| 59367 |
color-engine-mcp
Claim
Six pure, in-memory CSS color tools: parse, convert, WCAG/APCA contrast, gamut …
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| 59368 |
hilma-mcp
Claim
MCP server for Finnish public procurement notices (Hilma). Built by Aimiten.
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| 59369 |
Accordo
Claim
A YAML-driven workflow guidance MCP server that enables AI coding agents to fol…
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| 59370 |
Vertical Marketplace
Claim
Agent-to-agent marketplace: AI agents list and buy data, services and compute. …
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| 59371 |
Trello MCP Server
Claim
A Model Context Protocol (MCP) server that connects Trello to Claude Code. Mana…
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| 59372 |
goodvat
Claim
Enables AI assistants to answer tax compliance questions (VAT, sales tax, GST) …
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| 59373 |
MCP MySQL Server
Claim
A MCP MySQL server with DDL support, permission control and operation logs.
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| 59374 |
citation-tracker
Claim
Checks whether AI search engines cite your domain for a prompt. From $0.15/call…
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| 59375 |
Google Ads MCP Server
Claim
Enables comprehensive management of Google Ads accounts by allowing users to cr…
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| 59376 |
Integrates the US National Weather Service API with Claude Desktop to provide r…
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| 59377 |
chromium-sync-mcp
Claim
Enables access to browser data (tabs, history, bookmarks) from Chromium-based b…
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| 59378 |
emacs-mcp
Claim
An MCP server that bridges Claude Code with Emacs via emacsclient, enabling buf…
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| 59379 |
RE-MCP Server
Claim
A local, privacy-first MCP server that orchestrates Ghidra, Binary Ninja, x64db…
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| 59380 |
video-probe-mcp
Claim
Inspect local video and audio files with ffprobe, returning structured metadata…
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| 59381 |
Horizun PBI MCP
Claim
Open-source MCP server for Power BI Desktop, DAX, PBIP, TMDL and PBIR automatio…
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| 59382 |
AI-native commercial disruption intelligence for MCP clients and x402-powered a…
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| 59383 |
douyin-upload-mcp-skill
Claim
Automates video and image-text publishing on Douyin's creator platform using Ch…
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| 59384 |
An MCP server that uses Google's Gemini API to analyze videos and convert them …
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| 59385 |
unitrends-mcp
Claim
MCP server for Unitrends Backup — appliances, jobs, recovery points, replicatio…
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| 59386 |
upstox-mcp-server
Claim
Enables LLM agents to analyze portfolios and execute orders on the Indian stock…
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| 59387 |
FlowSpec MCP
Claim
A PRD-first multi-agent MCP server that wraps agent definitions, collaboration …
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| 59388 |
telnyx-mcp-aws
Claim
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| 59389 |
aster-guard
Claim
Enables scanning MCP server configurations for security risks like prompt injec…
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| 59390 |
DefiLlama MCP Server
Claim
Enables AI agents to interact with DefiLlama's DeFi data aggregator, providing …
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| 59391 |
resume-tailor-mcp-server
Claim
Helps job seekers tailor their resume and generate cover letters against a spec…
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| 59392 |
Sprout Social MCP Server
Claim
An MCP server that enables AI assistants to access Sprout Social data including…
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| 59393 |
jobber-mcp
Claim
MCP server for Jobber home service management software enabling read/write of c…
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| 59394 |
ghidra-api-mcp
Claim
Helps LLMs write correct Ghidra scripts by providing API call-flows extracted f…
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| 59395 |
Bitwarden MCP Server
Claim
Enables interaction with Bitwarden/Vaultwarden for password and secure note man…
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| 59396 |
OFZ MCP Server
Claim
Enables querying OFZ, subfederal, and corporate bonds from MOEX with filters, a…
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| 59397 |
redmine-mcp-stdio
Claim
A local Model Context Protocol server (stdio) for Redmine that allows you to wo…
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| 59398 |
mcp-atlassian
Claim
MCP server for Atlassian products (Confluence, Jira, Bitbucket, and Xray for Ji…
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| 59399 |
clickhouse
Claim
Enables AI assistants to query and manage ClickHouse databases, supporting SELE…
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| 59400 |
browserbase
Claim
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