MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 8 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 23801 |
File System MCP Server
Claim
Automates file system operations through natural language commands using a comb…
|
C 57 4⁄3 | ||||||||
| 23802 |
eShopLite
Claim
eShopLite is a set of reference .NET applications implementing an eCommerce sit…
|
C 57 4⁄3 | ||||||||
| 23803 |
Enables control of Open Brush 3D painting software through natural language com…
|
C 57 4⁄3 | ||||||||
| 23804 |
A simple MCP server built with Python's FastMCP that exposes a calculator tool …
|
C 57 3⁄3 | ||||||||
| 23805 |
Claudeus WordPress MCP Server
|
C 57 4⁄4 | ||||||||
| 23806 |
A Model Context Protocol server that enables seamless integration with Freedcam…
|
C 57 4⁄4 | ||||||||
| 23807 |
Persistent memory for AI agents with knowledge graph, Hebbian learning, 4-signa…
|
C 56 4⁄3 | ||||||||
| 23808 |
Student MCP Server
Claim
Provides tools for managing student knowledge graphs, enabling structured repre…
|
C 56 4⁄4 | ||||||||
| 23809 |
Enables AI assistants to create tickets and worklog entries in REI3 ticket mana…
|
C 56 4⁄4 | ||||||||
| 23810 |
Enables semantic code search across projects using AI embeddings to find code b…
|
C 56 4⁄3 | ||||||||
| 23811 |
Access cycling race data, results, and statistics through natural language. Fea…
|
C 56 4⁄4 | ||||||||
| 23812 |
Ava
Claim
An AI-powered MCP server that automatically tracks and reports task progress to…
|
C 56 4⁄3 | ||||||||
| 23813 |
Connects AI assistants like Claude to Qlik Cloud and Qlik Sense Enterprise envi…
|
C 56 4⁄4 | ||||||||
| 23814 |
mcp-nexus
Claim
A multi-provider MCP server that acts as a unified bridge for Tavily, Brave Sea…
|
C 56 4⁄4 | ||||||||
| 23815 |
A Multi-Call Protocol server providing comprehensive access to Chinese stock ma…
|
C 56 4⁄4 | ||||||||
| 23816 |
An interface for managing and querying MariaDB databases that supports standard…
|
C 56 4⁄4 | ||||||||
| 23817 |
A starter template for building Model Context Protocol servers that can integra…
|
C 56 4⁄4 | ||||||||
| 23818 |
Provides AI-powered medical consultation and clinical decision support through …
|
C 56 4⁄4 | ||||||||
| 23819 |
bitcoinrepo
Claim
|
C 56 3⁄3 | ||||||||
| 23820 |
Odoo MCP Server
Claim
Enables Claude AI to analyze and access Odoo business data in real-time, includ…
|
C 56 4⁄4 | ||||||||
| 23821 |
An MCP (Multi-Agent Conversation Protocol) Server for interacting with Resend's…
|
C 56 4⁄4 | ||||||||
| 23822 |
Fast MCP Task Manager
Claim
Enables AI-powered task management with Google Gemini integration, providing CR…
|
C 56 4⁄3 | ||||||||
| 23823 |
An advanced integrated MCP server platform that combines 600+ tools and multipl…
|
C 56 4⁄4 | ||||||||
| 23824 |
docker
Claim
sapne dekha
ache baat hai
sapna ke so jaana
wo sahi nahi hai
|
C 56 4⁄4 | ||||||||
| 23825 |
Enables browser automation using Puppeteer through the MCP interface. Allows la…
|
C 56 4⁄3 | ||||||||
| 23826 |
ruv-swarm
Claim
Neural network swarm orchestration with WebAssembly acceleration and MCP integr…
|
C 56 4⁄3 | ||||||||
| 23827 |
Smyth Docker Commander
Claim
Enables spawning ephemeral Linux sandbox containers using Docker and executing …
|
C 56 4⁄3 | ||||||||
| 23828 |
GitHub Tools MCP Server
Claim
Model Context Protocol server that enables interaction with GitHub repositories…
|
C 56 4⁄4 | ||||||||
| 23829 |
WinAutoWx
Claim
Enables automated WeChat operations on Windows through pywinauto, allowing user…
|
C 56 4⁄3 | ||||||||
| 23830 |
|
C 56 3⁄3 | ||||||||
| 23831 |
Provides weather query capabilities including current weather, daily/hourly for…
|
C 56 4⁄4 | ||||||||
| 23832 |
Misar.Blog MCP Server
Claim
Publish and manage blog posts, articles, and series on Misar.Blog from your AI …
|
C 56 3⁄3 | ||||||||
| 23833 |
MCP server for OWASP ZAP vulnerability scanning with Docker management
|
C 56 3⁄3 | ||||||||
| 23834 |
mcp-log-proxy
Claim
MCP server proxy that offers a Web UI to the full message flow
|
C 56 4⁄3 | ||||||||
| 23835 |
GEmojiSharp
Claim
:octocat: GitHub Emoji for C#, dotnet and beyond
|
C 56 4⁄3 | ||||||||
| 23836 |
Odoo MCP Server
Claim
Enables LLMs to interact with Odoo ERP systems through MCP protocol. Supports m…
|
C 56 4⁄3 | ||||||||
| 23837 |
sendblue-mcp
Claim
|
C 56 3⁄3 | ||||||||
| 23838 |
Enables remote file operations and command execution across multiple machines v…
|
C 56 4⁄3 | ||||||||
| 23839 |
MCP Data Fetch Server
Claim
Securely fetches web content, extracts links and metadata, and downloads files …
|
C 56 4⁄4 | ||||||||
| 23840 |
A Vencord plugin that provides MCP server capabilities for inspecting Discord's…
|
C 56 4⁄3 | ||||||||
| 23841 |
A personal MCP server for Claude Desktop that enables task management, note-tak…
|
C 56 4⁄3 | ||||||||
| 23842 |
Official Microsoft MCP server for Azure services including Storage, Cosmos DB, …
|
C 56 4⁄3 | ||||||||
| 23843 |
An MCP (Multi-Agent Conversation Protocol) server that enables interaction with…
|
C 56 4⁄3 | ||||||||
| 23844 |
AI-Powered Cloud databases: Empower your LLMs to build, migrate, and deploy dat…
|
C 56 3⁄3 | ||||||||
| 23845 |
Auto-generated server that enables interaction with Notion's API through the Mu…
|
C 56 4⁄3 | ||||||||
| 23846 |
An MCP server providing comprehensive access to Unlock Protocol on Base and Bas…
|
C 56 4⁄4 | ||||||||
| 23847 |
Enables interaction with Spinitron's radio playlist management and broadcasting…
|
C 56 4⁄4 | ||||||||
| 23848 |
A server that enables interaction with PhantAuth, a random user generator and a…
|
C 56 4⁄4 | ||||||||
| 23849 |
This server implements the Multi-Agent Conversation Protocol for AWS SecurityHu…
|
C 56 4⁄4 | ||||||||
| 23850 |
Physics MCP Server
Claim
Enables physicists to perform computer algebra calculations, create scientific …
|
C 56 4⁄4 | ||||||||