MCP Server Quality Scores
Independent quality analysis of 59993 public MCP servers
Last updated 2 hours, 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22351 |
AI-powered MCP server for Apache Druid cluster management and analytic
|
C 65 3⁄3 | ||||||||
| 22352 |
Berry MCP Server
Claim
A universal framework for creating and deploying custom Model Context Protocol …
|
C 65 4⁄4 | ||||||||
| 22353 |
Boost security in your dev lifecycle via SAST, SCA, Secrets & IaC scanning
|
C 65 4⁄4 | ||||||||
| 22354 |
An MCP server that analyzes images using OpenRouter's Gemini Flash model, suppo…
|
C 65 3⁄3 | ||||||||
| 22355 |
An MCP server for loading skills (shim for non-claude clients).
|
C 65 4⁄4 | ||||||||
| 22356 |
An MCP server for downloading academic papers from multiple sources using intel…
|
C 65 4⁄4 | ||||||||
| 22357 |
A service that provides programmatic access to qBittorrent's WebUI API, enablin…
|
C 65 4⁄4 | ||||||||
| 22358 |
Passive reconnaissance MCP server powered by Shodan, enabling host lookups, sea…
|
C 65 3⁄3 | ||||||||
| 22359 |
Extracts YouTube video metadata, titles, and descriptions along with transcript…
|
C 65 4⁄3 | ||||||||
| 22360 |
e-arveldaja-mcp
Claim
Estonian e-arveldaja (RIK e-Financials) accounting — invoices, bank import, rep…
|
C 65 4⁄4 | ||||||||
| 22361 |
MCP server for Marketo — 32 tools for leads, programs, emails, forms, lists, an…
|
C 65 3⁄3 | ||||||||
| 22362 |
ophis
Claim
Transform any Cobra CLI into an MCP server
|
C 65 4⁄3 | ||||||||
| 22363 |
MCP Server for SWOTPal — SWOT analysis tools for AI agents (Claude, Cursor, Win…
|
C 65 3⁄3 | ||||||||
| 22364 |
Generates narrated video walkthroughs of git commits, staged/unstaged changes, …
|
C 65 4⁄3 | ||||||||
| 22365 |
OmniMind
Claim
OmniMind: An open-source Python library for effortless MCP (Model Context Proto…
|
C 65 4⁄3 | ||||||||
| 22366 |
An MCP server for Things 3 on macOS that enables AI assistants to create, read,…
|
C 65 4⁄3 | ||||||||
| 22367 |
Provides emotional support and mental health tools for AI agents, including cri…
|
C 65 4⁄4 | ||||||||
| 22368 |
Reduces token consumption by over 80% through intelligent file caching, returni…
|
C 65 4⁄3 | ||||||||
| 22369 |
Some useful tools for developer, almost everything an engineer need: confluence…
|
C 65 3⁄3 | ||||||||
| 22370 |
mcp-server-jdbc
Claim
Connect to any JDBC-compatible database and query, insert, update, delete, and …
|
C 65 3⁄3 | ||||||||
| 22371 |
Enables Claude to generate images through a local ComfyUI instance using Stable…
|
C 65 3⁄3 | ||||||||
| 22372 |
ParaView-MCP
Claim
Integrates multimodal large language models with ParaView to enable the creatio…
|
C 65 4⁄3 | ||||||||
| 22373 |
Enables AI assistants to automate WeChat Developer Tools for mini programs, all…
|
C 65 4⁄3 | ||||||||
| 22374 |
MCP server for Travelpayouts API -- flight search, popular routes, price calend…
|
C 65 3⁄3 | ||||||||
| 22375 |
Cross-cloud observability for AI agents. Discover resources, correlate logs, an…
|
C 65 3⁄3 | ||||||||
| 22376 |
qcqx-project-manage-mcp
Claim
qcqx-project-manage MCP Server — 将项目管理能力暴露给 AI Agent（Cursor、Claude Desktop 等）
|
C 65 3⁄3 | ||||||||
| 22377 |
A modern CLI tool for generating production-ready Model Context Protocol (MCP) …
|
C 65 4⁄3 | ||||||||
| 22378 |
Provides production-grade tools for YouTube channel resolution, video metadata …
|
C 65 4⁄4 | ||||||||
| 22379 |
OpenTester
Claim
OpenTester is a testing execution engine designed for AI coding tools (Claude C…
|
C 65 4⁄4 | ||||||||
| 22380 |
Provides AI assistants with access to Examplary's exam management platform, ena…
|
C 65 4⁄4 | ||||||||
| 22381 |
Automate and accelerate Indian legal research with intelligent tools that searc…
|
C 65 4⁄3 | ||||||||
| 22382 |
dev-assist
Claim
A monorepo for the Google Workspace Dev Assist project, providing an MCP server…
|
C 65 4⁄3 | ||||||||
| 22383 |
Provides a natural language interface for scRNA-Seq analysis using the Scanpy l…
|
C 65 4⁄4 | ||||||||
| 22384 |
davinci-resolve-mcp
Claim
MCP server integration for DaVinci Resolve providing powerful tools for video e…
|
C 65 4⁄3 | ||||||||
| 22385 |
Enables AI agents to interact with Yokan Kanban Board API to manage boards, col…
|
C 65 4⁄4 | ||||||||
| 22386 |
A server that allows AI assistants to browse and read files from specified GitH…
|
C 65 4⁄4 | ||||||||
| 22387 |
Connects AI assistants to the Vectra AI security platform to enable intelligent…
|
C 65 4⁄4 | ||||||||
| 22388 |
An MCP server for Strava, an app for tracking physical exercise
|
C 65 4⁄4 | ||||||||
| 22389 |
interzoid-mcp-server
Claim
MCP server exposing 29 AI-powered Interzoid data quality APIs — company/name/ad…
|
C 65 4⁄4 | ||||||||
| 22390 |
An MCP server that enables interaction with Bitbucket repositories through the …
|
C 65 4⁄4 | ||||||||
| 22391 |
Tools and templates to create validated and maintainable data charts and dashbo…
|
C 65 4⁄3 | ||||||||
| 22392 |
A MCP server for symbolic manipulation of mathematical expressions
|
C 65 4⁄4 | ||||||||
| 22393 |
Umbrella MCP Server
Claim
Provides read-only access to Umbrella Cost finops platform, enabling natural la…
|
C 65 4⁄4 | ||||||||
| 22394 |
Excel-Power-Pivot-MCP
Claim
A Model Context Protocol (MCP) server that enables AI assistants to interact wi…
|
C 65 3⁄3 | ||||||||
| 22395 |
kiro-powers
Claim
Repository of custom kiro powers. https://kiro.dev/docs/powers/
|
C 65 3⁄3 | ||||||||
| 22396 |
MCP Server for Polarion
|
C 65 4⁄3 | ||||||||
| 22397 |
gk-cli
Claim
The GitKraken MCP Server for managing repos, PRs, issues across GitHub, GitLab,…
|
C 65 3⁄3 | ||||||||
| 22398 |
TypeScript framework to build robust, agent-ready MCP servers around your APIs.
|
C 65 4⁄3 | ||||||||
| 22399 |
A Goose MCP extension providing voice interaction with modern audio visualizati…
|
C 65 4⁄3 | ||||||||
| 22400 |
unified-knowledge-system
Claim
A comprehensive unified knowledge management system integrating multiple data s…
|
C 65 3⁄3 | ||||||||