MCP Server Quality Scores
Independent quality analysis of 33332 public MCP servers
Last updated 0 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 13801 |
Exposes local persistent memory as an MCP server with Markdown storage, PARA or…
|
C 56 5⁄4 | ||||||||
| 13802 |
A Model Context Protocol server that provides network probing capabilities thro…
|
C 56 5⁄5 | ||||||||
| 13803 |
A server that enables document searching using Vertex AI with Gemini grounding,…
|
C 56 6⁄6 | ||||||||
| 13804 |
A Model Context Protocol server that integrates AI applications with Safaricom'…
|
C 56 5⁄5 | ||||||||
| 13805 |
A management tool for Alibaba Cloud Message Service (MNS) implemented through t…
|
C 56 5⁄5 | ||||||||
| 13806 |
Enables users to create rich country profiles by searching for high-quality ima…
|
C 56 5⁄5 | ||||||||
| 13807 |
An MCP server based on dAWShund to enumerate AWS IAM data, analyze effective pe…
|
C 56 5⁄5 | ||||||||
| 13808 |
MCP server for Proxmox VE management (VM, LXC, nodes)
|
C 56 5⁄5 | ||||||||
| 13809 |
Displays FDA-approved Lilly Direct pharmaceuticals in an interactive carousel i…
|
C 56 6⁄6 | ||||||||
| 13810 |
A server that allows you to control and interact with Sonos devices on your net…
|
C 56 5⁄5 | ||||||||
| 13811 |
A Model Context Protocol server built with FastMCP that provides financial data…
|
C 56 5⁄5 | ||||||||
| 13812 |
An educational MCP server demonstrating common security vulnerabilities like co…
|
C 56 5⁄4 | ||||||||
| 13813 |
A lightweight FastMCP server that enables language models to discover, clone, t…
|
C 56 5⁄5 | ||||||||
| 13814 |
An MCP server for reading, writing, and analyzing Excel files using Python, pan…
|
C 56 5⁄5 | ||||||||
| 13815 |
Enables searching torrents, fetching metadata, and downloading torrent files fr…
|
C 56 5⁄5 | ||||||||
| 13816 |
Provides AI agents with 8 stress-relief tools like coffee breaks, Netflix watch…
|
C 56 5⁄4 | ||||||||
| 13817 |
Provide advanced stochastic algorithms and probabilistic decision-making capabi…
|
C 56 6⁄4 | ||||||||
| 13818 |
Enables AI assistants to play, analyze, and track chess games with full rule va…
|
C 56 5⁄5 | ||||||||
| 13819 |
An MCP server for managing MDX blog posts and project data with built-in Git in…
|
C 56 6⁄6 | ||||||||
| 13820 |
A simple MCP server that provides a calculator tool, dynamic greeting resources…
|
C 56 5⁄4 | ||||||||
| 13821 |
Provides access to developer roadmap content from roadmap.sh, allowing users to…
|
C 56 6⁄6 | ||||||||
| 13822 |
A Machine Control Protocol (MCP) server that enables storing and retrieving inf…
|
C 56 5⁄5 | ||||||||
| 13823 |
A lightweight service that provides cross conversation temporary information st…
|
C 56 6⁄4 | ||||||||
| 13824 |
Generates professional Adobe Commerce support responses from case findings. Sup…
|
C 56 5⁄4 | ||||||||
| 13825 |
Xiaohongshu MCP Server
Claim
An automation server that enables interaction with Xiaohongshu platform through…
|
C 56 5⁄4 | ||||||||
| 13826 |
Enables LLM-powered agents to generate, execute, and analyze Alloy modeling lan…
|
C 56 6⁄4 | ||||||||
| 13827 |
Enables web searches using TAVILY API with fallback to DuckDuckGo, datetime que…
|
C 56 6⁄6 | ||||||||
| 13828 |
Enables subnet mask calculations and network planning through MCP framework. Pr…
|
C 56 5⁄5 | ||||||||
| 13829 |
CAD-MCP
Claim
Enables users to control CAD software like AutoCAD, GstarCAD, and ZWCAD through…
|
C 56 5⁄4 | ||||||||
| 13830 |
A Model Context Protocol server that enables searching for camping facilities a…
|
C 56 5⁄4 | ||||||||
| 13831 |
Enables remote Python code execution via the Model Context Protocol for secure,…
|
C 56 5⁄5 | ||||||||
| 13832 |
A fully functional constellation MCP (Model Context Protocol) service, providin…
|
C 56 6⁄4 | ||||||||
| 13833 |
Promote music on Spotify and grow YouTube channels through AI-powered Meta and …
|
C 56 6⁄6 | ||||||||
| 13834 |
Search 13,000+ x402-enabled APIs from your AI agent. Powered by x402search.xyz
|
C 56 6⁄4 | ||||||||
| 13835 |
Enables Claude AI to extract transcripts from YouTube videos with zero setup re…
|
C 56 6⁄6 | ||||||||
| 13836 |
Enables interaction with FHIR resources on Google Cloud Healthcare API through …
|
C 56 6⁄6 | ||||||||
| 13837 |
Indigo Protocol MCP — iAsset prices, CDP analytics, stability pools, staking & …
|
C 56 6⁄6 | ||||||||
| 13838 |
A Model Context Protocol server that bridges Microsoft Teams with MCP-compatibl…
|
C 56 5⁄5 | ||||||||
| 13839 |
Access Korea’s G2B procurement and Nara Market data for bid notices, awards, co…
|
C 56 6⁄6 | ||||||||
| 13840 |
Enables comprehensive control of Korean Hangul (HWP) documents with 59 features…
|
C 56 5⁄4 | ||||||||
| 13841 |
ZeroTrusted-ai PII Detection Agent
|
C 56 5⁄4 | ||||||||
| 13842 |
Provide a scaffold for building MCP servers with ease. Enable rapid development…
|
C 56 5⁄4 | ||||||||
| 13843 |
Transforms a GitHub repository into a structured personal brain for AI to manag…
|
C 56 5⁄5 | ||||||||
| 13844 |
A Model Context Protocol server that enables LLMs to retrieve NBA data includin…
|
C 56 5⁄4 | ||||||||
| 13845 |
An MCP server that tracks daily activity and graduate metrics across multiple S…
|
C 56 5⁄5 | ||||||||
| 13846 |
Allows AI models to interact with SourceSync.ai's knowledge management platform…
|
C 56 6⁄6 | ||||||||
| 13847 |
A Model Context Protocol server that provides read-only access to PostgreSQL da…
|
C 56 5⁄5 | ||||||||
| 13848 |
A Model Context Protocol (MCP) server that enables AI assistants and LLMs to ac…
|
C 56 5⁄5 | ||||||||
| 13849 |
Enables access to Korean school information through the National Education Info…
|
C 56 5⁄5 | ||||||||
| 13850 |
An MCP server that enables AI assistants to verify BibTeX citations and URLs ag…
|
C 56 5⁄5 | ||||||||