MCP Server Quality Scores
Independent quality analysis of 57597 public MCP servers
Last updated 1 hour, 50 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 9301 |
Enables natural voice interaction with Claude Code through speech-to-text, supp…
|
C 67 5⁄4 | ||||||||
| 9302 |
Paint MCP
Claim
Exposes a Pygame-based drawing canvas as an MCP server, allowing LLMs to create…
|
C 67 5⁄4 | ||||||||
| 9303 |
Windows integration MCP server that enables Claude to interact with Windows sys…
|
C 67 5⁄4 | ||||||||
| 9304 |
Enables interaction with the Telegraph API (telegra.ph) to create, manage, edit…
|
C 67 5⁄5 | ||||||||
| 9305 |
A Model Context Protocol server for the resQ emergency response system that int…
|
C 67 5⁄5 | ||||||||
| 9306 |
An MCP server that provides Email, Phone and Address Validation Services from B…
|
C 67 5⁄5 | ||||||||
| 9307 |
An MCP server for managing local Android Virtual Devices (AVDs) and their lifec…
|
C 67 5⁄4 | ||||||||
| 9308 |
Discord MCP Server
Claim
A Discord bot server based on Model Context Protocol (MCP), enabling AI models …
|
C 67 5⁄5 | ||||||||
| 9309 |
An MCP server that enables image generation using Google's Gemini Nano Banana P…
|
C 67 5⁄5 | ||||||||
| 9310 |
Trip Planner MCP
Claim
Enables multi-agent trip planning with coordinated specialized agents for team …
|
C 67 5⁄4 | ||||||||
| 9311 |
Provides an interactive checklist tool that allows AI agents to present step-by…
|
C 67 5⁄4 | ||||||||
| 9312 |
Enables loading, reviewing, and redacting sensitive content in PDF documents th…
|
C 67 5⁄5 | ||||||||
| 9313 |
MCP Calculator Server
Claim
A containerized MCP (Model Context Protocol) server that provides a simple calc…
|
C 67 5⁄4 | ||||||||
| 9314 |
A Python-based MCP server that enables AI-assisted log file analysis with featu…
|
C 67 5⁄5 | ||||||||
| 9315 |
Detects and automatically removes AI-generated code slop patterns like redundan…
|
C 67 5⁄5 | ||||||||
| 9316 |
GLM-4.5V MCP Server
Claim
Enables multimodal AI capabilities through GLM-4.5V API for image processing, v…
|
C 67 5⁄5 | ||||||||
| 9317 |
Provides tools for AI assistants to interact with Airtable databases, enabling …
|
C 67 6⁄6 | ||||||||
| 9318 |
Leantime MCP Server
Claim
Enables integration with Leantime project management software, allowing users t…
|
C 67 5⁄5 | ||||||||
| 9319 |
A Model Context Protocol server that enables AI assistants to build and test Xc…
|
C 67 5⁄4 | ||||||||
| 9320 |
A Model Context Protocol server implementing the Random Tree Model for encoding…
|
C 67 5⁄5 | ||||||||
| 9321 |
Weather MCP Server
Claim
Connects Claude Desktop to the Open-Meteo API to retrieve real-time weather dat…
|
C 67 5⁄4 | ||||||||
| 9322 |
This server integrates with the Ticketmaster API to provide AI agents with real…
|
C 67 5⁄5 | ||||||||
| 9323 |
MCP LINE Server
Claim
Enables AI assistants to send LINE messages, including text, stamps, Flex Messa…
|
C 67 5⁄5 | ||||||||
| 9324 |
A Model Context Protocol server that enables safe execution of predefined comma…
|
C 67 5⁄5 | ||||||||
| 9325 |
Provides AWS service recommendations based on use case descriptions and allows …
|
C 67 5⁄5 | ||||||||
| 9326 |
A Model Context Protocol server that enables AI assistants to search and retrie…
|
C 67 5⁄5 | ||||||||
| 9327 |
Enables AI to query and manage PostgreSQL and MongoDB databases through natural…
|
C 67 5⁄5 | ||||||||
| 9328 |
MCP Server TypeORM
Claim
A demonstration server that integrates Model Context Protocol (MCP) with TypeOR…
|
C 67 5⁄5 | ||||||||
| 9329 |
Provides intelligent weather services through an orchestrated multi-server arch…
|
C 67 5⁄5 | ||||||||
| 9330 |
An MCP server for Inbox Zero. Adds functionality on top of Gmail like finding o…
|
C 67 5⁄5 | ||||||||
| 9331 |
Automatically converts JoinQuant quantitative trading strategies to Ptrade plat…
|
C 67 5⁄5 | ||||||||
| 9332 |
Enables comprehensive analysis of AWS Lambda performance including cold start t…
|
C 67 5⁄5 | ||||||||
| 9333 |
Implements a math agent using Model Control Protocol that performs mathematical…
|
C 67 5⁄4 | ||||||||
| 9334 |
An MCP Server for Chrome DevTools, following the Chrome DevTools Protocol. Inte…
|
C 67 5⁄4 | ||||||||
| 9335 |
An OAuth-authenticated MCP server that bridges Claude AI with a task management…
|
C 67 5⁄5 | ||||||||
| 9336 |
An MCP server that provides tools to query and interact with MongoDB user colle…
|
C 67 5⁄4 | ||||||||
| 9337 |
OpenProject MCP Server
Claim
Enables integration with OpenProject for project management tasks including wor…
|
C 67 5⁄5 | ||||||||
| 9338 |
MCP RAG System
Claim
A Retrieval-Augmented Generation system that enables uploading, processing, and…
|
C 67 5⁄4 | ||||||||
| 9339 |
SocialData MCP Server
|
C 67 5⁄4 | ||||||||
| 9340 |
Figma MCP Server
Claim
A TypeScript server that implements the Model Context Protocol, enabling AI-pow…
|
C 67 5⁄5 | ||||||||
| 9341 |
Tangled MCP Server
Claim
Enables interaction with Tangled, a git collaboration platform built on AT Prot…
|
C 67 5⁄5 | ||||||||
| 9342 |
A Model Context Protocol server for reading iMessage data from macOS.
|
C 67 5⁄4 | ||||||||
| 9343 |
An orchestrator that coordinates multiple security and quality tools like Semgr…
|
C 67 5⁄5 | ||||||||
| 9344 |
An MCP server that provides access to the Mixpanel REST API, enabling AI agents…
|
C 67 5⁄5 | ||||||||
| 9345 |
Provides ML-powered revenue intelligence for sales and customer success teams, …
|
C 67 5⁄5 | ||||||||
| 9346 |
Model Context Protocol server for AFFiNE. Connect AI assistants to AFFiNE works…
|
C 67 6⁄6 | ||||||||
| 9347 |
An MCP server for building AI-powered bots and interacting with Solana wallets …
|
C 67 5⁄5 | ||||||||
| 9348 |
A Model Context Protocol server that enables natural language control of Ludus …
|
C 67 5⁄5 | ||||||||
| 9349 |
An MCP server that allows Claude Desktop to access and manage Raindrop.io bookm…
|
C 67 5⁄5 | ||||||||
| 9350 |
Enables the execution and analysis of JMeter performance tests through MCP-comp…
|
C 67 5⁄4 | ||||||||