MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 3 hours, 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 11801 |
Enables interaction with Google Kubernetes Engine (GKE) to list clusters, manag…
|
C 62 5⁄5 | ||||||||
| 11802 |
AI agent toolkit for accessing and analyzing SEC EDGAR filing data. Build intel…
|
C 62 5⁄4 | ||||||||
| 11803 |
Automates Java/Maven test generation, JaCoCo coverage analysis, and Checkstyle …
|
C 62 5⁄4 | ||||||||
| 11804 |
Implements Retrieval-Augmented Generation (RAG) using GroundX and OpenAI, allow…
|
C 62 5⁄5 | ||||||||
| 11805 |
A server that allows Claude to control audio playback on your computer, support…
|
C 62 5⁄4 | ||||||||
| 11806 |
Enables academic research through the OpenAlex API, allowing users to search fo…
|
C 62 5⁄5 | ||||||||
| 11807 |
Mentra Glass MCP Server
Claim
Enables control of MentraOS smart glasses through tools for managing text displ…
|
C 62 6⁄6 | ||||||||
| 11808 |
A simplified MCP server that provides a streamlined way to interact with AWS Cl…
|
C 62 5⁄5 | ||||||||
| 11809 |
A Cloudflare Workers-based remote Model Context Protocol server that operates w…
|
C 62 5⁄5 | ||||||||
| 11810 |
Enables AI agents to interact with Apache Kafka through natural language, suppo…
|
C 62 5⁄5 | ||||||||
| 11811 |
Provides real-time weather alerts for US states using the National Weather Serv…
|
C 62 5⁄5 | ||||||||
| 11812 |
Enables querying threat intelligence data about files, URLs, IPs, and domains f…
|
C 62 5⁄5 | ||||||||
| 11813 |
OKX MCP Server
Claim
Provides real-time cryptocurrency price data from OKX exchange through a Model …
|
C 62 5⁄5 | ||||||||
| 11814 |
Enables web search capabilities through the Tavily API. Allows users to search …
|
C 62 5⁄5 | ||||||||
| 11815 |
Provides access to Homello platform product documentation and configuration met…
|
C 62 5⁄5 | ||||||||
| 11816 |
Enables AI assistants to access PSG College of Technology e-campus portal data …
|
C 62 5⁄5 | ||||||||
| 11817 |
Enables efficient vector database operations for embedding storage and similari…
|
C 62 5⁄5 | ||||||||
| 11818 |
A Model Context Protocol server demonstrating user management capabilities with…
|
C 62 5⁄5 | ||||||||
| 11819 |
Enables users to query MLB Statcast, FanGraphs, and Baseball Reference data usi…
|
C 62 5⁄5 | ||||||||
| 11820 |
MCP智能简历投递助手
Claim
Enables AI-driven job application automation for LinkedIn and SEEK platforms wi…
|
C 62 5⁄4 | ||||||||
| 11821 |
Provides weather information tools based on the National Weather Service APIs t…
|
C 62 5⁄5 | ||||||||
| 11822 |
Local MCP server for MLX Whisper transcription
|
C 62 5⁄4 | ||||||||
| 11823 |
An MCP server designed to automate Django database setup and management, includ…
|
C 62 5⁄4 | ||||||||
| 11824 |
LiuRen MCP Server
Claim
Enables traditional Chinese divination calculations through Liu Ren (六壬) chart …
|
C 62 5⁄5 | ||||||||
| 11825 |
youtube_mcp
Claim
|
C 62 5⁄5 | ||||||||
| 11826 |
A Model Context Protocol server that enables AI applications like Claude Deskto…
|
C 62 5⁄5 | ||||||||
| 11827 |
Kael MCP Server
Claim
16 AI-native tools with dual SSE + streamable-http transport. Free tier availab…
|
C 62 6⁄6 | ||||||||
| 11828 |
Enables interaction with a PostgreSQL database through MCP tools for employee m…
|
C 62 5⁄5 | ||||||||
| 11829 |
Enables AI-powered threat intelligence analysis of IPs, domains, URLs, and file…
|
C 62 5⁄5 | ||||||||
| 11830 |
A template for deploying MCP servers without authentication on Cloudflare Worke…
|
C 62 5⁄5 | ||||||||
| 11831 |
Translates Japanese text into English using the Textra API service, enabling LL…
|
C 62 5⁄5 | ||||||||
| 11832 |
Enables secure read-only access to MySQL databases through SELECT queries via H…
|
C 62 5⁄5 | ||||||||
| 11833 |
Enables parsing and extracting content from WeChat public account articles usin…
|
C 62 5⁄5 | ||||||||
| 11834 |
Enables interaction with Leiga issue tracking system through MCP, allowing sear…
|
C 62 6⁄4 | ||||||||
| 11835 |
Provides tools for generating optimized images via Google's Gemini model and fe…
|
C 62 5⁄5 | ||||||||
| 11836 |
A deployable Model Context Protocol server on Cloudflare Workers that enables A…
|
C 62 5⁄5 | ||||||||
| 11837 |
A Model Context Protocol server that allows AI assistants to search for and ret…
|
C 62 6⁄6 | ||||||||
| 11838 |
Enables Claude to directly access Google Drive files and analyze High Performan…
|
C 62 5⁄4 | ||||||||
| 11839 |
An MCP server for accessing the Twitter/X Api45 API, allowing users to retrieve…
|
C 62 5⁄5 | ||||||||
| 11840 |
mcptrust
Claim
Runtime security proxy for MCP: lockfile enforcement, drift detection, artifact…
|
C 62 5⁄4 | ||||||||
| 11841 |
Enables automated interaction with Xiaohongshu (Little Red Book) social media p…
|
C 62 5⁄4 | ||||||||
| 11842 |
Parses PDF receipts to extract grocery and shopping expenses, automatically cat…
|
C 62 5⁄4 | ||||||||
| 11843 |
Enables web search capabilities through the Tavily API, allowing users to searc…
|
C 62 5⁄5 | ||||||||
| 11844 |
Enables secure SSH connections to multiple remote servers with support for comm…
|
C 62 5⁄5 | ||||||||
| 11845 |
A demonstration project for building and testing Model Context Protocol (MCP) s…
|
C 62 5⁄4 | ||||||||
| 11846 |
A Model Context Protocol (MCP) server that demonstrates mathematical capabiliti…
|
C 62 5⁄4 | ||||||||
| 11847 |
A serverless MCP implementation on Cloudflare Workers that allows deploying cus…
|
C 62 5⁄5 | ||||||||
| 11848 |
A Model Context Protocol server that enables AI assistants to create, issue, an…
|
C 62 6⁄6 | ||||||||
| 11849 |
GeoFS MCP Server
Claim
A server that allows AI models to control and interact with aircraft in the Geo…
|
C 62 5⁄4 | ||||||||
| 11850 |
Provides instant access to WordPress.org documentation, WordPress VIP guides, a…
|
C 62 6⁄6 | ||||||||