MCP Server Quality Scores
Independent quality analysis of 69261 public MCP servers
Last updated 1 hour, 44 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 24751 |
A WebSocket-based Model Control Protocol (MCP) server that processes model requ…
|
D 47 4⁄3 | ||||||||
| 24752 |
A lightweight MCP server that enables agents to interface with Cloudflare's RES…
|
D 47 4⁄4 | ||||||||
| 24753 |
docsite
Claim
|
D 47 4⁄3 | ||||||||
| 24754 |
Provides a Model Context Protocol interface to the Sponge wallet API for managi…
|
D 47 4⁄4 | ||||||||
| 24755 |
A Model Context Protocol server that provides tools for connecting to and inter…
|
D 47 4⁄4 | ||||||||
| 24756 |
An MCP server for Godot game development that provides 45 tools for reading, an…
|
D 47 4⁄3 | ||||||||
| 24757 | D 47 3⁄3 | |||||||||
| 24758 |
mcp-smithery-agent-app
Claim
|
D 47 3⁄3 | ||||||||
| 24759 |
mcp_project
Claim
|
D 47 4⁄3 | ||||||||
| 24760 |
A secure interface that enables language models to execute shell commands on th…
|
D 47 4⁄3 | ||||||||
| 24761 |
Perplexity MCP Server
Claim
An Apify Actor implementing the Model Context Protocol for Perplexity API, enab…
|
D 47 4⁄4 | ||||||||
| 24762 |
Enables querying food nutritional information, discovering recipes by ingredien…
|
D 47 4⁄3 | ||||||||
| 24763 |
An MCP server that allows users to ping other hosts to check network connectivi…
|
D 47 4⁄4 | ||||||||
| 24764 |
MCP server for IBM Maximo, by Maxis Technology — assets, work orders, inventory…
|
D 47 3⁄3 | ||||||||
| 24765 |
Bug Detector
Claim
Analyzes code for bugs, security vulnerabilities, and code smells
|
D 47 3⁄3 | ||||||||
| 24766 |
A Model Context Protocol server that enables LLMs to interact with VS Code's Si…
|
D 47 4⁄3 | ||||||||
| 24767 |
A Model Context Protocol server that enables LLMs to interact with web pages th…
|
D 47 4⁄3 | ||||||||
| 24768 |
An MCP server that provides current weather conditions and hourly forecasts for…
|
D 47 4⁄4 | ||||||||
| 24769 |
Enables molecular visualization and analysis from SMILES strings using multiple…
|
D 47 4⁄4 | ||||||||
| 24770 |
Exposes weather forecast APIs as MCP tools, allowing LLMs to retrieve current w…
|
D 47 4⁄4 | ||||||||
| 24771 |
Xueqiu MCP
Claim
A MCP service based on the Xueqiu (Chinese stock market) API that enables users…
|
D 47 4⁄4 | ||||||||
| 24772 |
A multi-agent orchestrator that enables multiple AI agents to share a single Ch…
|
D 47 4⁄3 | ||||||||
| 24773 |
Native MCP Overview
RongCloud Native MCP is a lightweight RongCloud IM service…
|
D 47 4⁄4 | ||||||||
| 24774 |
Enables AI-powered resume scoring and feedback through secure Google OAuth auth…
|
D 47 4⁄4 | ||||||||
| 24775 |
kjlahsdjkashd
|
D 47 4⁄4 | ||||||||
| 24776 |
A personal AI coding assistant that connects to various development environment…
|
D 47 4⁄3 | ||||||||
| 24777 |
SchemaFlow MCP Server
Claim
Provides AI-IDEs with real-time access to PostgreSQL and Supabase database sche…
|
D 46 4⁄4 | ||||||||
| 24778 |
chattender-fahrplan-mcp
Claim
timetable for llms
|
D 46 4⁄3 | ||||||||
| 24779 |
First MCP Server
Claim
A TypeScript-based server project with comprehensive development tooling includ…
|
D 46 4⁄3 | ||||||||
| 24780 |
An MCP server that exposes Adobe Marketo REST API operations as tools for AI as…
|
D 46 4⁄4 | ||||||||
| 24781 |
A stateful calculator server using Server-Sent Events for real-time communicati…
|
D 46 4⁄4 | ||||||||
| 24782 |
Postgres MCP Server
Claim
Enables interaction with PostgreSQL databases through MCP, allowing users to ex…
|
D 46 4⁄4 | ||||||||
| 24783 |
A personal AI memory system that creates a cognitive hub connecting to Notion, …
|
D 46 4⁄4 | ||||||||
| 24784 |
A Model Context Protocol server that wraps Naver's encyclopedia search API, all…
|
D 46 4⁄4 | ||||||||
| 24785 |
Connects a RAG application to open-webui using Model Context Protocol (MCP), en…
|
D 46 4⁄3 | ||||||||
| 24786 |
An MCP server that provides access to Monarch Initiative's biomedical data thro…
|
D 46 4⁄4 | ||||||||
| 24787 |
LeanMCP Minimal Server
Claim
A minimal MCP server framework that enables zero-config tool discovery and stre…
|
D 46 4⁄4 | ||||||||
| 24788 |
MCP server for GitHub operations
|
D 46 4⁄3 | ||||||||
| 24789 |
Provides isolated Docker environments for code execution, enabling users to cre…
|
D 46 4⁄4 | ||||||||
| 24790 |
A Model Context Protocol server that enables interaction with Foundry tools thr…
|
D 46 4⁄3 | ||||||||
| 24791 |
An MCP server that interfaces with the Mailchimp Marketing API to manage audien…
|
D 46 4⁄4 | ||||||||
| 24792 |
A Model Context Protocol server built with mcp-framework that allows users to c…
|
D 46 4⁄3 | ||||||||
| 24793 |
A production-grade MCP server and client implementation with comprehensive feat…
|
D 46 4⁄4 | ||||||||
| 24794 |
wikimedia-search-images
Claim
Find relevant images from Wikimedia Commons with direct download links. Quickly…
|
D 46 3⁄3 | ||||||||
| 24795 |
An MCP server that enables interaction with Twist workspaces using the Twist RE…
|
D 46 4⁄4 | ||||||||
| 24796 |
A Model Context Protocol server that provides real-time access to MongoDB produ…
|
D 46 4⁄4 | ||||||||
| 24797 |
search-apple-docs
Claim
Discover Apple APIs, frameworks, and symbols fast with comprehensive documentat…
|
D 46 3⁄3 | ||||||||
| 24798 |
MCP server for Harness API integration
|
D 46 4⁄3 | ||||||||
| 24799 |
Provides access to JSONPlaceholder's free fake REST API for testing and prototy…
|
D 46 4⁄4 | ||||||||
| 24800 |
Enables AI assistants like Claude to interact with Databricks workspaces throug…
|
D 46 4⁄4 | ||||||||
