MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 2 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19401 |
Enables AI agents to control Adobe Lightroom Classic on macOS for professional …
|
C 68 4⁄3 | ||||||||
| 19402 |
A local, customizable MCP server for filesystem access that extends the officia…
|
C 68 4⁄3 | ||||||||
| 19403 |
MCP server enabling LLMs to interact with the Strava API - activities, segments…
|
C 68 4⁄3 | ||||||||
| 19404 |
Provides comprehensive access to Google Ads API v20, enabling AI assistants to …
|
C 68 4⁄4 | ||||||||
| 19405 |
mcp-server-thehive
Claim
A Rust-based MCP server to integrate TheHive, facilitating collaborative securi…
|
C 68 4⁄3 | ||||||||
| 19406 |
WinBridgeAgent
Claim
Open-source Windows MCP server for AI assistants. File, clipboard, screenshot, …
|
C 68 4⁄3 | ||||||||
| 19407 |
MCP Server that connects AI agents to FHIR servers. One example use case is que…
|
C 68 4⁄4 | ||||||||
| 19408 |
mcp-ui
Claim
基于MCP(Model Context Protocol)的智能聊天应用，支持Web和桌面环境。集成OpenAI/Anthropic API，提供MCP服务器…
|
C 67 4⁄3 | ||||||||
| 19409 |
gradle-mcp-server
Claim
Gradle integration using the Gradle Tooling API to inspect projects, execute ta…
|
C 67 3⁄3 | ||||||||
| 19410 |
developer
Claim
Comprehensive developer tools for file editing, shell command execution, and sc…
|
C 67 4⁄3 | ||||||||
| 19411 |
An MCP server that wraps around the GitHub CLI tool, allowing AI assistants to …
|
C 67 4⁄3 | ||||||||
| 19412 |
MCPR
Claim
Model Context Protocol for R: enables AI agents to participate in interactive l…
|
C 67 3⁄3 | ||||||||
| 19413 |
just-mcp
Claim
Justfile integration that enables LLMs to execute any CLI or script commands wi…
|
C 67 4⁄3 | ||||||||
| 19414 |
Graph-vector memory for AI assistants using FalkorDB and Qdrant
|
C 67 5⁄5 | ||||||||
| 19415 |
A comprehensive Model Context Protocol (MCP) server that provides 39 profession…
|
C 67 4⁄4 | ||||||||
| 19416 |
browser-use-rs
Claim
|
C 67 4⁄3 | ||||||||
| 19417 |
Connects AI assistants to the Kitsu open-source production management platform …
|
C 67 4⁄4 | ||||||||
| 19418 |
GitHub MCP Control Plane
Claim
Provides secure, controlled access to GitHub operations through the Model Conte…
|
C 67 4⁄4 | ||||||||
| 19419 |
A comprehensive MCP server providing 30 tools for geocoding, routing, and OpenS…
|
C 67 4⁄4 | ||||||||
| 19420 |
MCP server that searches Baseline status using Web Platform API
|
C 67 4⁄3 | ||||||||
| 19421 |
MCP server for picoli.site - URL shortening and click analytics for AI agents
|
C 67 4⁄3 | ||||||||
| 19422 |
Enables Claude Code to orchestrate a team of independent Claude Code sessions w…
|
C 67 4⁄3 | ||||||||
| 19423 |
mcp-annotated-java-sdk
Claim
Annotation-driven MCP dev 🚀 No Spring, Zero Boilerplate, Pure Java
|
C 67 3⁄3 | ||||||||
| 19424 |
OpenStack MCP server for cloud infrastructure management based on openstacksdk.
|
C 67 4⁄4 | ||||||||
| 19425 |
vestige
Claim
Cognitive memory for AI agents — FSRS-6 spaced repetition, 29 brain modules, 3D…
|
C 67 4⁄3 | ||||||||
| 19426 |
A boilerplate template for developing Model Context Protocol (MCP) servers, pro…
|
C 67 4⁄3 | ||||||||
| 19427 |
Provides 84 specialized tools for comprehensive Google Workspace automation inc…
|
C 67 4⁄4 | ||||||||
| 19428 |
Enables AI models to interact with BookStack wiki instances through a comprehen…
|
C 67 4⁄4 | ||||||||
| 19429 |
ObsidianMCPServer
Claim
A Model Context Protocol (MCP) server that enables AI assistants to interact wi…
|
C 67 3⁄3 | ||||||||
| 19430 |
RPG Maker MZ MCP Server
Claim
Enables AI agents to directly manipulate RPG Maker MZ projects through natural …
|
C 67 4⁄3 | ||||||||
| 19431 |
Provides a comprehensive Model Context Protocol interface for RAGFlow, enabling…
|
C 67 4⁄4 | ||||||||
| 19432 |
Interacting with Notion API
|
C 67 4⁄3 | ||||||||
| 19433 |
RefMD MCP Server
Claim
Enables chatbots to browse, search, create, and edit Markdown documents stored …
|
C 67 4⁄4 | ||||||||
| 19434 |
source-library
Claim
Search translated historical texts on alchemy, Hermeticism, and Renaissance phi…
|
C 67 4⁄3 | ||||||||
| 19435 |
ArcaMCP
Claim
Servidor MCP para AFIP/ARCA: automatiza certificados, autorización de Web Servi…
|
C 67 4⁄3 | ||||||||
| 19436 |
A Model Control Protocol server that enables Claude Desktop to interact with yo…
|
C 67 4⁄4 | ||||||||
| 19437 |
The FreeCAD Robust MCP server and MCP Bridge Workbench/Addon
|
C 67 4⁄3 | ||||||||
| 19438 |
A Model Context Protocol (MCP) server for Kubernetes and OpenShift
|
C 67 4⁄3 | ||||||||
| 19439 |
Mob
Claim
Mob is an AI-first personal CRM that enables users to manage contacts, relation…
|
C 67 4⁄4 | ||||||||
| 19440 |
A Model Context Protocol server that integrates LLMs with Frontapp's customer c…
|
C 67 4⁄4 | ||||||||
| 19441 |
laravel-ascend
Claim
Laravel upgrade automation via MCP. Analyzers, tools & docs for Laravel 6-11 mi…
|
C 67 3⁄3 | ||||||||
| 19442 |
swarm
Claim
SDK to build Agents in rust. Build and manage complex, self-correcting agent te…
|
C 67 4⁄3 | ||||||||
| 19443 |
This server enables users to programmatically scrape and access Google Maps rev…
|
C 67 4⁄3 | ||||||||
| 19444 |
searchAPI-mcp
Claim
A Model Context Protocol (MCP) based search API server that provides standardiz…
|
C 67 4⁄4 | ||||||||
| 19445 |
Rust + WASM sublinear-time solver for asymmetric diagonally dominant systems. E…
|
C 67 4⁄3 | ||||||||
| 19446 |
An MCP server that empowers AI assistants to build, validate, and manage n8n wo…
|
C 67 4⁄4 | ||||||||
| 19447 |
code-index-mcp
Claim
A Model Context Protocol (MCP) server that helps large language models index, s…
|
C 67 4⁄3 | ||||||||
| 19448 |
AI assistant access to Mindvalley products, masterclasses, programs, and certif…
|
C 67 4⁄3 | ||||||||
| 19449 |
agenticmail
Claim
Email & SMS infrastructure for AI agents — send and receive real email and text…
|
C 67 4⁄3 | ||||||||
| 19450 |
Enables AI assistants to interact with Delta Lake tables stored in MinIO throug…
|
C 67 4⁄3 | ||||||||