MCP Server Quality Scores
Independent quality analysis of 47923 public MCP servers
Last updated 46 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 23901 |
Orchestrates multiple AI agents to process complex queries by intelligently spl…
|
C 56 4⁄3 | ||||||||
| 23902 |
Periphery Code Audit
Claim
Swift code analysis with Periphery - detect unused code and improve code quality
|
C 56 4⁄3 | ||||||||
| 23903 |
Provides unified access to multiple CLI AI agents (Codex, Gemini, Claude, and O…
|
C 56 4⁄3 | ||||||||
| 23904 |
Kagami is an MCP server designed exclusively for the Claude Code Web environmen…
|
C 56 4⁄3 | ||||||||
| 23905 |
Enables semantic code search across projects using AI embeddings to find code b…
|
C 56 4⁄3 | ||||||||
| 23906 |
Enables AI assistants to analyze codebases through semantic search, call graph …
|
C 56 4⁄4 | ||||||||
| 23907 |
An MCP server that displays desktop notifications on Windows 10 and macOS, comp…
|
C 56 4⁄3 | ||||||||
| 23908 |
Smyth Docker Commander
Claim
Enables spawning ephemeral Linux sandbox containers using Docker and executing …
|
C 56 4⁄3 | ||||||||
| 23909 |
An AI-powered combat log analyzer for Throne & Liberty that provides actionable…
|
C 56 4⁄3 | ||||||||
| 23910 |
Provides AI agents and LLMs access to the Tesy 56 API through standardized MCP …
|
C 56 4⁄4 | ||||||||
| 23911 |
GitHub Tools MCP Server
Claim
Model Context Protocol server that enables interaction with GitHub repositories…
|
C 56 4⁄4 | ||||||||
| 23912 |
mcp-nexus
Claim
A multi-provider MCP server that acts as a unified bridge for Tavily, Brave Sea…
|
C 56 4⁄4 | ||||||||
| 23913 |
An unofficial JavaScript SDK to create customized servers for the Model Context…
|
C 56 4⁄4 | ||||||||
| 23914 |
A comprehensive project management system that provides a full-featured Kanban …
|
C 56 4⁄4 | ||||||||
| 23915 |
An advanced MCP-based AI agent system with intelligent tool orchestration, mult…
|
C 56 4⁄3 | ||||||||
| 23916 |
Enables conversion of YouTube videos to MP3 format through the Youtube To Mp315…
|
C 56 4⁄4 | ||||||||
| 23917 |
A server that enables interaction with the Solana blockchain, providing access …
|
C 56 4⁄3 | ||||||||
| 23918 |
Provides high-performance Chinese text segmentation, POS tagging, and keyword e…
|
C 56 4⁄4 | ||||||||
| 23919 |
mcp-llama3-client
Claim
A client for the MCP Flight Search service using Ollama and Llama 3.2 to provid…
|
C 56 4⁄3 | ||||||||
| 23920 |
awesome-mcp
Claim
🚀 Discover and explore a curated list of MCP servers, tools, and resources for …
|
C 56 3⁄3 | ||||||||
| 23921 |
A personal fitness tracking server that enables logging and querying workouts, …
|
C 56 4⁄3 | ||||||||
| 23922 |
A personal MCP server for Claude Desktop that enables task management, note-tak…
|
C 56 4⁄3 | ||||||||
| 23923 |
Timezone MCP Server
Claim
Enables LLMs to get current time information for any timezone worldwide, includ…
|
C 56 4⁄4 | ||||||||
| 23924 |
curl mcp
Claim
A Multi-modal Conversation Protocol (MCP) server that enables interacting with …
|
C 56 4⁄4 | ||||||||
| 23925 |
Enables building and querying code knowledge graphs for project analysis, with …
|
C 56 4⁄3 | ||||||||
| 23926 |
AI contract scope violation detector. Detect scope creep, draft responses.
|
C 56 3⁄3 | ||||||||
| 23927 |
An MCP (Multi-Agent Conversation Protocol) Server that enables AI agents to int…
|
C 56 4⁄4 | ||||||||
| 23928 |
Enables AI agents and automation tools to manage TODO tasks through full CRUD o…
|
C 56 4⁄4 | ||||||||
| 23929 |
interact with your WordPress site (s) using this MCP WordPress Server
100% cre…
|
C 56 4⁄4 | ||||||||
| 23930 |
docker
Claim
sapne dekha
ache baat hai
sapna ke so jaana
wo sahi nahi hai
|
C 56 4⁄4 | ||||||||
| 23931 |
An auto-generated Multi-Agent Conversation Protocol Server that enables interac…
|
C 56 4⁄3 | ||||||||
| 23932 |
Enables users to interact with a business co-founder/executive assistant that i…
|
C 56 4⁄4 | ||||||||
| 23933 |
MCP server that turns local projects or GitHub repositories into Mermaid diagra…
|
C 56 4⁄4 | ||||||||
| 23934 |
Integrates Volkern CRM with AI agents to manage leads, schedule appointments, a…
|
C 56 4⁄4 | ||||||||
| 23935 |
OmniTaskAgent
Claim
A multi-model task management system that enables intelligent task creation, de…
|
C 56 4⁄4 | ||||||||
| 23936 |
mcp-github
Claim
Gitbub mcp
|
C 56 3⁄3 | ||||||||
| 23937 |
Gazebo MCP Server
Claim
Enables AI assistants to control Gazebo robot simulations through ROS2, includi…
|
C 56 4⁄4 | ||||||||
| 23938 |
NotebookLM MCP Server
Claim
Enables AI assistants to interact with Google NotebookLM to manage notebooks, s…
|
C 56 4⁄3 | ||||||||
| 23939 |
n8n MCP Server
Claim
Enables ChatGPT to manage n8n workflows through the official REST API. Supports…
|
C 56 4⁄4 | ||||||||
| 23940 |
Automates Facebook Page management through the Graph API, enabling content post…
|
C 56 4⁄4 | ||||||||
| 23941 |
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
|
C 56 4⁄3 | ||||||||
| 23942 |
A Multi-Agent Conversation Protocol server that enables interaction with HubSpo…
|
C 56 4⁄4 | ||||||||
| 23943 |
Example MCP server for Microsoft Copilot Studio, providing echo (repeat input 3…
|
C 56 3⁄3 | ||||||||
| 23944 |
Enables quantum systems analysis and simulation including quantum circuits, ope…
|
C 56 4⁄4 | ||||||||
| 23945 |
A template MCP server built with FastMCP framework that demonstrates basic tool…
|
C 56 4⁄4 | ||||||||
| 23946 |
An MCP server that enables the analysis of CSV and Parquet files by providing t…
|
C 56 3⁄3 | ||||||||
| 23947 |
bitrix24-mcp
Claim
Bitrix24 Cloud MCP server — 45 tools across CRM, Tasks, Deals, Leads, Files, Di…
|
C 56 3⁄3 | ||||||||
| 23948 |
31 MCP tools for ESG data extraction, PDF processing, vector search, and EU reg…
|
C 56 4⁄3 | ||||||||
| 23949 |
Enables interaction with Qonto's Business API for banking operations. Supports …
|
C 56 4⁄4 | ||||||||
| 23950 |
|
C 56 3⁄3 | ||||||||