MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20901 |
A comprehensive project management system that provides a full-featured Kanban …
|
C 56 4⁄4 | ||||||||
| 20902 |
Integrates Volkern CRM with AI agents to manage leads, schedule appointments, a…
|
C 56 4⁄4 | ||||||||
| 20903 |
Automates Facebook Page management through the Graph API, enabling content post…
|
C 56 4⁄4 | ||||||||
| 20904 |
Description: Persistent memory for AI agents with rollback, audit trails,
seman…
|
C 56 4⁄4 | ||||||||
| 20905 |
Provides comprehensive stock intelligence and technical analysis by integrating…
|
C 56 4⁄4 | ||||||||
| 20906 |
Provides AI agents and LLMs access to the Tesy 56 API through standardized MCP …
|
C 56 4⁄4 | ||||||||
| 20907 |
An advanced integrated MCP server platform that combines 600+ tools and multipl…
|
C 56 4⁄4 | ||||||||
| 20908 |
An MCP (Multi-Agent Conversation Protocol) server that enables natural language…
|
C 56 4⁄3 | ||||||||
| 20909 |
A multi-language testing automation server that enables AI assistants to discov…
|
C 56 4⁄3 | ||||||||
| 20910 |
Telephony MCP Server
Claim
Enables LLMs to make voice calls and send SMS messages through the Vonage API, …
|
C 56 4⁄4 | ||||||||
| 20911 |
Official Microsoft MCP server for Azure services including Storage, Cosmos DB, …
|
C 56 4⁄3 | ||||||||
| 20912 |
A starter template for building Model Context Protocol servers that can integra…
|
C 56 4⁄4 | ||||||||
| 20913 |
Fast MCP Task Manager
Claim
Enables AI-powered task management with Google Gemini integration, providing CR…
|
C 56 4⁄3 | ||||||||
| 20914 |
Orchestrates multiple AI agents to process complex queries by intelligently spl…
|
C 56 4⁄3 | ||||||||
| 20915 |
kiwiclaw-mcp-server
Claim
Search vetted OpenClaw skills and browse the ClawBoard forum via 14 MCP tools.
|
C 56 3⁄3 | ||||||||
| 20916 |
NotebookLM MCP Server
Claim
Enables AI assistants to interact with Google NotebookLM to manage notebooks, s…
|
C 56 4⁄3 | ||||||||
| 20917 |
Enables AI assistants to analyze codebases through semantic search, call graph …
|
C 56 4⁄4 | ||||||||
| 20918 |
A MCP server allowing LLM agents to easily connect and retrieve data from any d…
|
C 56 4⁄3 | ||||||||
| 20919 |
Connects to the US Treasury's Fiscal Data API, enabling users to fetch specific…
|
C 56 4⁄4 | ||||||||
| 20920 |
MCP server that turns local projects or GitHub repositories into Mermaid diagra…
|
C 56 4⁄4 | ||||||||
| 20921 |
Enables context capture and reinforcement learning by recording successful work…
|
C 56 4⁄3 | ||||||||
| 20922 |
Provides AI-powered medical consultation and clinical decision support through …
|
C 56 4⁄4 | ||||||||
| 20923 |
Enables Claude to interact with Evernote notes and notebooks, supporting full-t…
|
C 56 4⁄4 | ||||||||
| 20924 |
GitHub Tools MCP Server
Claim
Model Context Protocol server that enables interaction with GitHub repositories…
|
C 56 4⁄4 | ||||||||
| 20925 |
A Model Context Protocol server that enables natural language interaction with …
|
C 56 4⁄4 | ||||||||
| 20926 |
Persistent memory for AI agents with knowledge graph, Hebbian learning, 4-signa…
|
C 56 4⁄3 | ||||||||
| 20927 |
interact with your WordPress site (s) using this MCP WordPress Server
100% cre…
|
C 56 4⁄4 | ||||||||
| 20928 |
HTTP-based server that provides semantic code search capabilities to IDEs throu…
|
C 56 4⁄4 | ||||||||
| 20929 |
A server that enables interaction with the Solana blockchain, providing access …
|
C 56 4⁄3 | ||||||||
| 20930 |
Access cycling race data, results, and statistics through natural language. Fea…
|
C 56 4⁄4 | ||||||||
| 20931 |
AI-Powered Cloud databases: Empower your LLMs to build, migrate, and deploy dat…
|
C 56 3⁄3 | ||||||||
| 20932 |
BloodHound-MCP-AI
Claim
BloodHound-MCP-AI is integration that connects BloodHound with AI through Model…
|
C 56 4⁄3 | ||||||||
| 20933 |
WinAutoWx
Claim
Enables automated WeChat operations on Windows through pywinauto, allowing user…
|
C 56 4⁄3 | ||||||||
| 20934 |
This server implements the Multi-Agent Conversation Protocol for AWS SecurityHu…
|
C 56 4⁄4 | ||||||||
| 20935 |
Enables quantum systems analysis and simulation including quantum circuits, ope…
|
C 56 4⁄4 | ||||||||
| 20936 |
Enables AI assistants to create tickets and worklog entries in REI3 ticket mana…
|
C 56 4⁄4 | ||||||||
| 20937 |
A TypeScript-based test implementation for the Model Context Protocol (MCP) wit…
|
C 56 4⁄3 | ||||||||
| 20938 |
spring-ai
Claim
From Java Dev to AI Engineer: Spring AI Fast Track
|
C 56 3⁄3 | ||||||||
| 20939 |
A template MCP server built with FastMCP framework that demonstrates basic tool…
|
C 56 4⁄4 | ||||||||
| 20940 |
|
C 56 4⁄3 | ||||||||
| 20941 |
mcp-log-proxy
Claim
MCP server proxy that offers a Web UI to the full message flow
|
C 56 4⁄3 | ||||||||
| 20942 |
A personal MCP server for Claude Desktop that enables task management, note-tak…
|
C 56 4⁄3 | ||||||||
| 20943 |
Provides AI agents and LLMs access to the test 12 API (Petstore Swagger) throug…
|
C 56 4⁄4 | ||||||||
| 20944 |
Enables users to interact with a business co-founder/executive assistant that i…
|
C 56 4⁄4 | ||||||||
| 20945 |
A MCP Proxy (Local <-> SSE) with token based authentication.
|
C 56 4⁄4 | ||||||||
| 20946 |
Provides semantic search capabilities over PyTorch documentation, enabling user…
|
C 56 4⁄3 | ||||||||
| 20947 |
Odoo MCP Server
Claim
Enables LLMs to interact with Odoo ERP systems through MCP protocol. Supports m…
|
C 56 4⁄3 | ||||||||
| 20948 |
Provides weather query capabilities including current weather, daily/hourly for…
|
C 56 4⁄4 | ||||||||
| 20949 |
MCP for Vivado
Claim
An AI-centric MCP server that enables automated Xilinx Vivado workflows, includ…
|
C 56 3⁄3 | ||||||||
| 20950 |
Enables interaction with Qonto's Business API for banking operations. Supports …
|
C 56 4⁄4 | ||||||||