MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 4 hours, 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 10151 |
A Model Context Protocol (MCP) server that provides AI agents with comprehensiv…
|
C 66 6⁄4 | ||||||||
| 10152 |
Enables users to get expert help with Isaac Sim scripting, USD (Universal Scene…
|
C 66 5⁄5 | ||||||||
| 10153 |
A Model Context Protocol (MCP) server that enables LLM applications to perform …
|
C 66 5⁄5 | ||||||||
| 10154 |
A model-tiered content pipeline that routes tasks to the appropriate AI model t…
|
C 66 5⁄4 | ||||||||
| 10155 |
Unified deployment dashboard MCP server across Vercel, Render, Railway, and Fly…
|
C 66 6⁄6 | ||||||||
| 10156 |
The server functions as an MCP server to interact with Notion for retrieving an…
|
C 66 5⁄4 | ||||||||
| 10157 |
This MCP server verifies that an agent’s claimed tool output matches the actual…
|
C 66 5⁄4 | ||||||||
| 10158 |
Enables aerodynamic analysis through XFOIL polar computations. Provides typed m…
|
C 66 5⁄5 | ||||||||
| 10159 |
A Model Context Protocol server for managing, searching, and retrieving local m…
|
C 66 5⁄4 | ||||||||
| 10160 |
Provides intelligent OpenAI API token management with automatic switching betwe…
|
C 66 5⁄5 | ||||||||
| 10161 |
This template provides a streamlined foundation for building Model Context Prot…
|
C 66 5⁄4 | ||||||||
| 10162 |
Enables AI agents to interact with Gmail through LIAM's CASA-compliant Google O…
|
C 66 5⁄5 | ||||||||
| 10163 |
A Model Context Protocol server that enables LLMs to create, modify and manipul…
|
C 66 5⁄5 | ||||||||
| 10164 |
A modular Python framework implementing the Model Context Protocol (MCP). It fe…
|
C 66 5⁄4 | ||||||||
| 10165 |
A template for deploying an unauthenticated remote MCP server on Cloudflare Wor…
|
C 66 5⁄5 | ||||||||
| 10166 |
An MCP server implementation that integrates the Tavily Search API, providing o…
|
C 66 5⁄5 | ||||||||
| 10167 |
A personal MCP server for AI assistant integration that provides custom tools, …
|
C 66 5⁄4 | ||||||||
| 10168 |
Enables users to search for the latest news articles from The Guardian using ke…
|
C 66 5⁄4 | ||||||||
| 10169 |
Enables image processing and analysis using Google's Gemini 2.5 Flash model. Su…
|
C 66 5⁄5 | ||||||||
| 10170 |
A universal AI bridge for Obsidian vaults using the MCP standard, enabling any …
|
C 66 5⁄5 | ||||||||
| 10171 |
IACR MCP Server
Claim
Enables programmatic access to the IACR Cryptology ePrint Archive, facilitating…
|
C 66 5⁄5 | ||||||||
| 10172 |
An MCP server for intelligent log analysis providing semantic search, error pat…
|
C 66 5⁄5 | ||||||||
| 10173 |
A Model Context Protocol server that enables AI assistants to interact with Azu…
|
C 66 5⁄5 | ||||||||
| 10174 |
A standardized interface for agent-to-agent communication that enables composab…
|
C 66 5⁄5 | ||||||||
| 10175 |
Provides comprehensive stock analysis tools including chip distribution, patter…
|
C 66 5⁄5 | ||||||||
| 10176 |
Provides weather forecast data for locations in China using the HeFeng Weather …
|
C 66 5⁄5 | ||||||||
| 10177 |
Internet speed testing with network performance metrics including download/uplo…
|
C 66 5⁄5 | ||||||||
| 10178 |
A Go-based MCP server that provides comprehensive access to the Serper Google S…
|
C 66 5⁄5 | ||||||||
| 10179 |
The Tencent RTC MCP Server provides real-time communication capabilities such a…
|
C 66 5⁄5 | ||||||||
| 10180 |
Reliability gateway for AI tool output: schema-stable, secret-safe, pagination-…
|
C 66 6⁄4 | ||||||||
| 10181 |
A Model Context Protocol server that provides tools to interact with Adobe Expe…
|
C 66 5⁄5 | ||||||||
| 10182 |
A Node.js package and GitHub Action for evaluating MCP (Model Context Protocol)…
|
C 66 6⁄4 | ||||||||
| 10183 |
Payment gateway for autonomous AI agents. Single gateway key for tool discovery…
|
C 66 6⁄6 | ||||||||
| 10184 |
Enables efficient AI agent operations through sandboxed Python code execution w…
|
C 66 5⁄4 | ||||||||
| 10185 |
Geocode addresses, lookup administrative boundaries, and process DigiPin codes …
|
C 66 6⁄4 | ||||||||
| 10186 |
Enables checking domain availability and pricing using the GoDaddy OTE API, sup…
|
C 66 5⁄4 | ||||||||
| 10187 |
A Model Context Protocol server that enables LLMs to interact with GraphQL APIs…
|
C 66 5⁄5 | ||||||||
| 10188 |
A Model Context Protocol server that provides text-to-speech capabilities using…
|
C 66 5⁄5 | ||||||||
| 10189 |
Spacecraft ephemeris made easy — auto-managed SPICE kernels for heliophysics
|
C 66 5⁄4 | ||||||||
| 10190 |
Enables agents to convert text to speech using OpenAI's TTS models with voice s…
|
C 66 5⁄4 | ||||||||
| 10191 |
Minecraft MCP Server
Claim
Enables control of a Minecraft server through RCON commands via natural languag…
|
C 66 5⁄4 | ||||||||
| 10192 |
System Stats MCP Server
Claim
Provides real-time Linux system monitoring for CPU load, memory usage, disk spa…
|
C 66 5⁄4 | ||||||||
| 10193 |
Enables text translation between different languages using the Lingvanex Transl…
|
C 66 5⁄5 | ||||||||
| 10194 |
基于MCP框架构建的GitLab集成服务器,提供多种GitLab RESTful API工具,支持项目搜索、任务管理、合并请求创建与审核等功能,帮助开发团队高…
|
C 66 5⁄5 | ||||||||
| 10195 |
Enables intelligent Go code quality checking with smart change detection throug…
|
C 66 5⁄4 | ||||||||
| 10196 |
Enables AI-driven PDF document processing including PDF to Markdown conversion,…
|
C 66 5⁄4 | ||||||||
| 10197 |
A Model Context Protocol server enabling AI assistants to interact with Trilium…
|
C 66 5⁄5 | ||||||||
| 10198 |
Enables AI assistants to search and retrieve records from the Digital Guitar Ar…
|
C 66 5⁄5 | ||||||||
| 10199 |
A Model Context Protocol server that enables AI assistants like Claude to brows…
|
C 66 5⁄5 | ||||||||
| 10200 |
An MCP server that enables AI image generation, editing, and analysis using Goo…
|
C 66 5⁄5 | ||||||||