MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 4 hours, 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 23901 |
Fast MCP Task Manager
Claim
Enables AI-powered task management with Google Gemini integration, providing CR…
|
C 56 4⁄3 | ||||||||
| 23902 |
n8n MCP Server
Claim
Enables ChatGPT to manage n8n workflows through the official REST API. Supports…
|
C 56 4⁄4 | ||||||||
| 23903 |
Odoo MCP Server
Claim
Enables Claude AI to analyze and access Odoo business data in real-time, includ…
|
C 56 4⁄4 | ||||||||
| 23904 |
OpenSearch MCP Server
Claim
Enables LLMs to interact with OpenSearch clusters to monitor cluster health, ma…
|
C 56 3⁄3 | ||||||||
| 23905 |
Enables AI assistants to analyze codebases through semantic search, call graph …
|
C 56 4⁄4 | ||||||||
| 23906 |
bitrix24-mcp
Claim
Bitrix24 Cloud MCP server — 45 tools across CRM, Tasks, Deals, Leads, Files, Di…
|
C 56 3⁄3 | ||||||||
| 23907 |
AI-Powered Cloud databases: Empower your LLMs to build, migrate, and deploy dat…
|
C 56 3⁄3 | ||||||||
| 23908 |
Enables AI agents to download, index, and semantically search PDF research pape…
|
C 56 4⁄3 | ||||||||
| 23909 |
Safe local execution layer for AI agent tools. Build, validate, and publish MCP…
|
C 56 4⁄3 | ||||||||
| 23910 |
Enables AI agents to query and control the Unity Editor, supporting scene manag…
|
C 56 4⁄3 | ||||||||
| 23911 |
Official Microsoft MCP server for Azure services including Storage, Cosmos DB, …
|
C 56 4⁄3 | ||||||||
| 23912 |
Exposes a local biomedical literature pipeline as MCP tools for automated resea…
|
C 56 3⁄3 | ||||||||
| 23913 |
OmniTaskAgent
Claim
A multi-model task management system that enables intelligent task creation, de…
|
C 56 4⁄4 | ||||||||
| 23914 |
sendblue-mcp
Claim
|
C 56 3⁄3 | ||||||||
| 23915 |
A comprehensive set of samples of creating and using MCP servers and clients wi…
|
C 56 3⁄3 | ||||||||
| 23916 |
An educational MCP server that exposes system tools (like IP, hostname, file op…
|
C 56 3⁄3 | ||||||||
| 23917 |
A Multi-Agent Conversation Protocol server that enables interaction with HubSpo…
|
C 56 4⁄4 | ||||||||
| 23918 |
ruv-swarm
Claim
Neural network swarm orchestration with WebAssembly acceleration and MCP integr…
|
C 56 4⁄3 | ||||||||
| 23919 |
Gazebo MCP Server
Claim
Enables AI assistants to control Gazebo robot simulations through ROS2, includi…
|
C 56 4⁄4 | ||||||||
| 23920 |
Enables AI agents and automation tools to manage TODO tasks through full CRUD o…
|
C 56 4⁄4 | ||||||||
| 23921 |
HTTP-based server that provides semantic code search capabilities to IDEs throu…
|
C 56 4⁄4 | ||||||||
| 23922 |
awesome-mcp-servers
Claim
Awesome MCP Servers - A curated list of Model Context Protocol servers
|
C 56 3⁄3 | ||||||||
| 23923 |
next-platform-starter
Claim
|
C 56 3⁄3 | ||||||||
| 23924 |
MCP Server for networl monitoring software ntopng.
|
C 56 4⁄4 | ||||||||
| 23925 |
A Multi-Call Protocol server providing comprehensive access to Chinese stock ma…
|
C 56 4⁄4 | ||||||||
| 23926 |
Enables browser automation using Puppeteer through the MCP interface. Allows la…
|
C 56 4⁄3 | ||||||||
| 23927 |
mcp-log-proxy
Claim
MCP server proxy that offers a Web UI to the full message flow
|
C 56 4⁄3 | ||||||||
| 23928 |
spring-ai
Claim
From Java Dev to AI Engineer: Spring AI Fast Track
|
C 56 3⁄3 | ||||||||
| 23929 |
hivemind
Claim
Query multiple AI models (OpenAI, Anthropic, Google) for consensus responses.
|
C 56 4⁄3 | ||||||||
| 23930 |
An auto-generated Multi-Agent Conversation Protocol Server that enables interac…
|
C 56 4⁄3 | ||||||||
| 23931 |
A starter template for building Model Context Protocol servers that can integra…
|
C 56 4⁄4 | ||||||||
| 23932 |
An MCP (Multi-Agent Conversation Protocol) Server for interacting with Resend's…
|
C 56 4⁄4 | ||||||||
| 23933 |
DevEx MCP Server
Claim
AI-powered cloud development IDE, so you can run AI to surf in a secure sandbox…
|
C 56 4⁄4 | ||||||||
| 23934 |
URL to screenshot with metadata. Python MCP server. Claude Vision optimized.
|
C 56 4⁄3 | ||||||||
| 23935 |
An MCP server providing comprehensive access to Unlock Protocol on Base and Bas…
|
C 56 4⁄4 | ||||||||
| 23936 |
Provides semantic search capabilities over PyTorch documentation, enabling user…
|
C 56 4⁄3 | ||||||||
| 23937 |
Provides unified access to multiple CLI AI agents (Codex, Gemini, Claude, and O…
|
C 56 4⁄3 | ||||||||
| 23938 |
Provides knowledge extraction and cross-repo analysis tools for multi-repositor…
|
C 56 4⁄4 | ||||||||
| 23939 |
Enable seamless integration of AI capabilities within Unity Editor and Unity ga…
|
C 56 5⁄5 | ||||||||
| 23940 |
Access cycling race data, results, and statistics through natural language. Fea…
|
C 56 4⁄4 | ||||||||
| 23941 |
Enables AI assistants to create tickets and worklog entries in REI3 ticket mana…
|
C 56 4⁄4 | ||||||||
| 23942 |
Enables users to retrieve chemical safety information including compound proper…
|
C 56 4⁄4 | ||||||||
| 23943 |
Example MCP server for Microsoft Copilot Studio, providing echo (repeat input 3…
|
C 56 3⁄3 | ||||||||
| 23944 |
WinAutoWx
Claim
Enables automated WeChat operations on Windows through pywinauto, allowing user…
|
C 56 4⁄3 | ||||||||
| 23945 |
Enables comprehensive management of Microsoft Word documents with 30+ tools for…
|
C 56 4⁄3 | ||||||||
| 23946 |
Misar.Blog MCP Server
Claim
Publish and manage blog posts, articles, and series on Misar.Blog from your AI …
|
C 56 3⁄3 | ||||||||
| 23947 |
IBKR MCP Server
Claim
Provides AI models with secure access to Interactive Brokers trading data and f…
|
C 56 4⁄3 | ||||||||
| 23948 |
Enables context capture and reinforcement learning by recording successful work…
|
C 56 4⁄3 | ||||||||
| 23949 |
Provides high-performance Chinese text segmentation, POS tagging, and keyword e…
|
C 56 4⁄4 | ||||||||
| 23950 |
MCP for Vivado
Claim
An AI-centric MCP server that enables automated Xilinx Vivado workflows, includ…
|
C 56 3⁄3 | ||||||||