MCP Server Quality Scores
Independent quality analysis of 69261 public MCP servers
Last updated 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 23851 |
spring-ai
Claim
From Java Dev to AI Engineer: Spring AI Fast Track
|
C 56 3⁄3 | ||||||||
| 23852 |
docker
Claim
sapne dekha
ache baat hai
sapna ke so jaana
wo sahi nahi hai
|
C 56 4⁄4 | ||||||||
| 23853 |
|
C 56 3⁄3 | ||||||||
| 23854 |
A Model Context Protocol server that enables natural language interaction with …
|
C 56 4⁄4 | ||||||||
| 23855 |
An MCP server providing comprehensive access to Unlock Protocol on Base and Bas…
|
C 56 4⁄4 | ||||||||
| 23856 |
MCP server for OWASP ZAP vulnerability scanning with Docker management
|
C 56 3⁄3 | ||||||||
| 23857 |
An MCP server providing US National Weather Service data with tools to fetch we…
|
C 56 3⁄3 | ||||||||
| 23858 |
Sticky Note Demo MCP-B
Claim
Sticky Note Demo MCP-B
|
C 56 3⁄3 | ||||||||
| 23859 |
MCP Server that enables interaction with GoDaddy's Orders API using natural lan…
|
C 56 4⁄4 | ||||||||
| 23860 |
Enables AI agents to query and control the Unity Editor, supporting scene manag…
|
C 56 4⁄3 | ||||||||
| 23861 |
GEmojiSharp
Claim
:octocat: GitHub Emoji for C#, dotnet and beyond
|
C 56 4⁄3 | ||||||||
| 23862 |
Provides semantic search capabilities over PyTorch documentation, enabling user…
|
C 56 4⁄3 | ||||||||
| 23863 |
A TypeScript-based test implementation for the Model Context Protocol (MCP) wit…
|
C 56 4⁄3 | ||||||||
| 23864 |
OpenSearch MCP Server
Claim
Enables LLMs to interact with OpenSearch clusters to monitor cluster health, ma…
|
C 56 3⁄3 | ||||||||
| 23865 |
URL to screenshot with metadata. Python MCP server. Claude Vision optimized.
|
C 56 4⁄3 | ||||||||
| 23866 |
A Multi-Call Protocol server providing comprehensive access to Chinese stock ma…
|
C 56 4⁄4 | ||||||||
| 23867 |
Automates Facebook Page management through the Graph API, enabling content post…
|
C 56 4⁄4 | ||||||||
| 23868 |
A personal MCP server for Claude Desktop that enables task management, note-tak…
|
C 56 4⁄3 | ||||||||
| 23869 |
An MCP (Multi-Agent Conversation Protocol) server that enables natural language…
|
C 56 4⁄3 | ||||||||
| 23870 |
RiMCP_hybrid
Claim
Rimworld Coding RAG MCP server
|
C 56 4⁄3 | ||||||||
| 23871 |
AI contract scope violation detector. Detect scope creep, draft responses.
|
C 56 3⁄3 | ||||||||
| 23872 |
MCP Data Fetch Server
Claim
Securely fetches web content, extracts links and metadata, and downloads files …
|
C 56 4⁄4 | ||||||||
| 23873 |
Provides comprehensive stock intelligence and technical analysis by integrating…
|
C 56 4⁄4 | ||||||||
| 23874 |
A sequential thinking MCP server extension for Zed
|
C 56 4⁄3 | ||||||||
| 23875 |
An MCP (Multi-Agent Conversation Protocol) server that enables interaction with…
|
C 56 4⁄3 | ||||||||
| 23876 |
Description: Persistent memory for AI agents with rollback, audit trails,
seman…
|
C 56 4⁄4 | ||||||||
| 23877 |
WinAutoWx
Claim
Enables automated WeChat operations on Windows through pywinauto, allowing user…
|
C 56 4⁄3 | ||||||||
| 23878 |
n8n MCP Server
Claim
Enables ChatGPT to manage n8n workflows through the official REST API. Supports…
|
C 56 4⁄4 | ||||||||
| 23879 |
next-platform-starter
Claim
|
C 56 3⁄3 | ||||||||
| 23880 |
Enables comprehensive management of Microsoft Word documents with 30+ tools for…
|
C 56 4⁄3 | ||||||||
| 23881 |
A comprehensive set of samples of creating and using MCP servers and clients wi…
|
C 56 3⁄3 | ||||||||
| 23882 |
Open Primitive
Claim
26 US federal data domains as 23 MCP tools. Ed25519 signed responses. Free, no …
|
C 56 4⁄3 | ||||||||
| 23883 |
Example MCP server for Microsoft Copilot Studio, providing echo (repeat input 3…
|
C 56 3⁄3 | ||||||||
| 23884 |
interact with your WordPress site (s) using this MCP WordPress Server
100% cre…
|
C 56 4⁄4 | ||||||||
| 23885 |
A Multi-Agent Conversation Protocol server that enables interaction with HubSpo…
|
C 56 4⁄4 | ||||||||
| 23886 |
Odoo MCP Server
Claim
Enables LLMs to interact with Odoo ERP systems through MCP protocol. Supports m…
|
C 56 4⁄3 | ||||||||
| 23887 |
DevEx MCP Server
Claim
AI-powered cloud development IDE, so you can run AI to surf in a secure sandbox…
|
C 56 4⁄4 | ||||||||
| 23888 |
Provides AI-powered medical consultation and clinical decision support through …
|
C 56 4⁄4 | ||||||||
| 23889 |
A template MCP server built with FastMCP framework that demonstrates basic tool…
|
C 56 4⁄4 | ||||||||
| 23890 |
Persistent memory for AI agents with knowledge graph, Hebbian learning, 4-signa…
|
C 56 4⁄3 | ||||||||
| 23891 |
Fast MCP Task Manager
Claim
Enables AI-powered task management with Google Gemini integration, providing CR…
|
C 56 4⁄3 | ||||||||
| 23892 |
Provides AI agents and LLMs access to the Tesy 56 API through standardized MCP …
|
C 56 4⁄4 | ||||||||
| 23893 |
BloodHound-MCP-AI
Claim
BloodHound-MCP-AI is integration that connects BloodHound with AI through Model…
|
C 56 4⁄3 | ||||||||
| 23894 |
Safe local execution layer for AI agent tools. Build, validate, and publish MCP…
|
C 56 4⁄3 | ||||||||
| 23895 |
Enable seamless integration of AI capabilities within Unity Editor and Unity ga…
|
C 56 5⁄5 | ||||||||
| 23896 |
bitcoinrepo
Claim
|
C 56 3⁄3 | ||||||||
| 23897 |
Crypto-Signal MCP
Claim
Provides cryptocurrency trading signals, market analysis, and portfolio managem…
|
C 56 4⁄4 | ||||||||
| 23898 |
Odoo MCP Server
Claim
Enables Claude AI to analyze and access Odoo business data in real-time, includ…
|
C 56 4⁄4 | ||||||||
| 23899 |
Kagami is an MCP server designed exclusively for the Claude Code Web environmen…
|
C 56 4⁄3 | ||||||||
| 23900 |
Provides unified access to multiple CLI AI agents (Codex, Gemini, Claude, and O…
|
C 56 4⁄3 | ||||||||