MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 3 hours, 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 11751 |
Local MCP server for MLX Whisper transcription
|
C 62 5⁄4 | ||||||||
| 11752 |
youtube_mcp
Claim
|
C 62 5⁄5 | ||||||||
| 11753 |
A simple MCP server that provides two tools: one for counting specific letter o…
|
C 62 5⁄5 | ||||||||
| 11754 |
A Model Context Protocol server that allows Claude to search and display Pokemo…
|
C 62 5⁄5 | ||||||||
| 11755 |
A server implementation that enables interaction with Figma API through Model C…
|
C 62 5⁄5 | ||||||||
| 11756 |
A Model Context Protocol server that enables AI models to interact with GitHub'…
|
C 62 5⁄5 | ||||||||
| 11757 |
A server that provides organized documentation content for various applications…
|
C 62 5⁄5 | ||||||||
| 11758 |
Enables AI assistants to interact with OpenStudio building energy models throug…
|
C 62 5⁄5 | ||||||||
| 11759 |
Penpot MCP server
|
C 62 5⁄5 | ||||||||
| 11760 |
Enables interaction with Leiga issue tracking system through MCP, allowing sear…
|
C 62 6⁄4 | ||||||||
| 11761 |
A template for deploying authentication-free MCP servers on Cloudflare Workers.…
|
C 62 5⁄5 | ||||||||
| 11762 |
Enables AI assistants to search for and retrieve images, illustrations, and vid…
|
C 62 5⁄5 | ||||||||
| 11763 |
A Model Context Protocol (MCP) server that demonstrates mathematical capabiliti…
|
C 62 5⁄4 | ||||||||
| 11764 |
A Docker-based MCP server that grants AI agents direct access to a comprehensiv…
|
C 62 5⁄4 | ||||||||
| 11765 |
Zuul CI integration with 14 tools for build failure analysis, log search, pipel…
|
C 62 5⁄5 | ||||||||
| 11766 |
An MCP server that provides real-time whale alerts on Hyperliquid, flagging pos…
|
C 62 5⁄5 | ||||||||
| 11767 |
Automates Java/Maven test generation, JaCoCo coverage analysis, and Checkstyle …
|
C 62 5⁄4 | ||||||||
| 11768 |
An MCP server designed to automate Django database setup and management, includ…
|
C 62 5⁄4 | ||||||||
| 11769 |
A simplified MCP server that provides a streamlined way to interact with AWS Cl…
|
C 62 5⁄5 | ||||||||
| 11770 |
mcp-server
Claim
Autonomous USDC yield for AI agents on Base. 9 tools: register agents, split pa…
|
C 62 5⁄5 | ||||||||
| 11771 |
mcptrust
Claim
Runtime security proxy for MCP: lockfile enforcement, drift detection, artifact…
|
C 62 5⁄4 | ||||||||
| 11772 |
Enables AI agents to interact with Apache Kafka through natural language, suppo…
|
C 62 5⁄5 | ||||||||
| 11773 |
Kali MCP Server
Claim
Provides access to 20+ Kali Linux penetration testing tools including nmap, sql…
|
C 62 5⁄5 | ||||||||
| 11774 |
An educational implementation of a Model Context Protocol server that demonstra…
|
C 62 5⁄4 | ||||||||
| 11775 |
An MCP server that assists with the orchestration of new software projects by a…
|
C 62 5⁄4 | ||||||||
| 11776 |
quickstart for mcp deployment
|
C 62 5⁄5 | ||||||||
| 11777 |
MCP Databases Server
Claim
Enables LLMs and agents to interact with relational databases (SQL Server, MySQ…
|
C 62 5⁄5 | ||||||||
| 11778 |
Enables Claude to directly access Google Drive files and analyze High Performan…
|
C 62 5⁄4 | ||||||||
| 11779 |
A Model Context Protocol server that integrates with Atlassian's Jira and Confl…
|
C 62 5⁄5 | ||||||||
| 11780 |
Enables running multiple AI CLI tools (Claude, Codex, Gemini, Forge, OpenCode) …
|
C 62 6⁄4 | ||||||||
| 11781 |
Integrates with Harvest time tracking API, enabling AI assistants to manage tim…
|
C 62 5⁄5 | ||||||||
| 11782 |
Telegram MCP Server
Claim
Enables searching and filtering Telegram group messages with advanced options f…
|
C 62 5⁄5 | ||||||||
| 11783 |
Enables users to query and explore economic data from FRED, supporting tools fo…
|
C 62 5⁄5 | ||||||||
| 11784 |
Reduces LLM context window overhead by proxying multiple MCP servers through a …
|
C 62 5⁄5 | ||||||||
| 11785 |
A server that provides tools to scrape websites and extract structured data fro…
|
C 62 5⁄5 | ||||||||
| 11786 |
Django Firebase MCP
Claim
A Django app that implements Firebase Model Context Protocol server, enabling A…
|
C 62 5⁄5 | ||||||||
| 11787 |
A deployable MCP server on Cloudflare Workers that enables AI tools integration…
|
C 62 5⁄5 | ||||||||
| 11788 |
An MCP server that analyzes codebases and generates contextual prompts, making …
|
C 62 5⁄4 | ||||||||
| 11789 |
Send a friendly greeting to anyone. Personalize quick intros and acknowledgment…
|
C 62 5⁄4 | ||||||||
| 11790 |
A Model Context Protocol server that enables AI agents to interact with local L…
|
C 62 5⁄4 | ||||||||
| 11791 |
A headless browser MCP server that allows AI agents to fetch web content and pe…
|
C 62 6⁄4 | ||||||||
| 11792 |
LiuRen MCP Server
Claim
Enables traditional Chinese divination calculations through Liu Ren (六壬) chart …
|
C 62 5⁄5 | ||||||||
| 11793 |
NeuronWriter
Claim
Browse and manage your NeuronWriter projects. Create content writer queries to …
|
C 62 5⁄4 | ||||||||
| 11794 |
A powerful toolkit that enables seamless interaction with EVM-compatible networ…
|
C 62 5⁄5 | ||||||||
| 11795 |
A Model Context Protocol server that provides AI assistants access to AWS Cloud…
|
C 62 5⁄5 | ||||||||
| 11796 |
Enables AI assistants to interact with MySQL databases by executing SQL queries…
|
C 62 5⁄5 | ||||||||
| 11797 |
Enables interaction with Google Kubernetes Engine (GKE) to list clusters, manag…
|
C 62 5⁄5 | ||||||||
| 11798 |
Enables academic research through the OpenAlex API, allowing users to search fo…
|
C 62 5⁄5 | ||||||||
| 11799 |
AI agent toolkit for accessing and analyzing SEC EDGAR filing data. Build intel…
|
C 62 5⁄4 | ||||||||
| 11800 |
Implements Retrieval-Augmented Generation (RAG) using GroundX and OpenAI, allow…
|
C 62 5⁄5 | ||||||||