MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 2 hours, 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 24701 |
MCP server for WhatsApp Business Platform by YCloud.
|
D 48 4⁄3 | ||||||||
| 24702 |
Access comprehensive market data to research stocks, companies, indexes, ETFs, …
|
D 48 5⁄5 | ||||||||
| 24703 |
A comprehensive airline booking operations server that enables users to search …
|
D 48 4⁄3 | ||||||||
| 24704 |
Automatically generates structured agile backlogs including epics, features, an…
|
D 48 4⁄4 | ||||||||
| 24705 |
Enable secure and efficient management of encrypted data vaults through a stand…
|
D 48 4⁄3 | ||||||||
| 24706 |
cPanel MCP Server
Claim
Provides a unified API gateway for managing cPanel and WHM hosting environments…
|
D 48 4⁄4 | ||||||||
| 24707 |
MCP Automotivo
Claim
Enables natural language analysis of automotive sales data stored in MariaDB us…
|
D 48 4⁄4 | ||||||||
| 24708 |
Enables interaction with tool data stored in Google Drive Excel files through c…
|
D 48 4⁄4 | ||||||||
| 24709 |
An MCP server that enables persistent memory, structured thinking sessions, and…
|
D 48 3⁄3 | ||||||||
| 24710 |
A Model Context Protocol server that provides a comprehensive interface to Alte…
|
D 48 4⁄4 | ||||||||
| 24711 |
kjlahsdjkashd
|
D 47 4⁄4 | ||||||||
| 24712 |
Enables natural language management of Minecraft Bedrock Edition servers throug…
|
D 47 4⁄4 | ||||||||
| 24713 |
docsite
Claim
|
D 47 4⁄3 | ||||||||
| 24714 |
mcp-smithery-agent-app
Claim
|
D 47 3⁄3 | ||||||||
| 24715 |
A multi-agent orchestrator that enables multiple AI agents to share a single Ch…
|
D 47 4⁄3 | ||||||||
| 24716 |
A Model Context Protocol server that allows AI assistants to interact with Tekm…
|
D 47 4⁄4 | ||||||||
| 24717 |
Provides a Model Context Protocol interface to the Sponge wallet API for managi…
|
D 47 4⁄4 | ||||||||
| 24718 |
A demonstration project that uses Cloudflare Workers MCP to create custom AI to…
|
D 47 4⁄4 | ||||||||
| 24719 |
Send notifications across 23 channels with 36 AI-ready tools. One API, zero boi…
|
D 47 4⁄3 | ||||||||
| 24720 |
An MCP server that integrates with the AlphaVantage financial data API, providi…
|
D 47 4⁄4 | ||||||||
| 24721 |
A Model Context Protocol server that enables LLMs to interact with VS Code's Si…
|
D 47 4⁄3 | ||||||||
| 24722 |
A Model Context Protocol server focused on China's A-share stock market that pr…
|
D 47 4⁄4 | ||||||||
| 24723 |
An MCP server that allows users to ping other hosts to check network connectivi…
|
D 47 4⁄4 | ||||||||
| 24724 |
Exposes weather forecast APIs as MCP tools, allowing LLMs to retrieve current w…
|
D 47 4⁄4 | ||||||||
| 24725 |
A Model Context Protocol server that provides tools for connecting to and inter…
|
D 47 4⁄4 | ||||||||
| 24726 |
MCP server for interacting with NetBox API.
|
D 47 4⁄4 | ||||||||
| 24727 |
MCP Hospital Assistant
Claim
An intelligent hospital appointment management system that allows users to add …
|
D 47 4⁄4 | ||||||||
| 24728 |
Converts REST APIs into MCP tools using Gradio, demonstrated with a local IBM G…
|
D 47 4⁄3 | ||||||||
| 24729 |
mcp-smithery-agent-app
Claim
|
D 47 3⁄3 | ||||||||
| 24730 |
A lightweight MCP server that enables agents to interface with Cloudflare's RES…
|
D 47 4⁄4 | ||||||||
| 24731 |
SpinQit MCP Tools
Claim
Enables AI models to invoke SpinQ's quantum computing hardware resources by cre…
|
D 47 4⁄4 | ||||||||
| 24732 |
MCP Server
Claim
A Dify endpoint plugin that converts a Dify app into a MCP server, allowing com…
|
D 47 4⁄4 | ||||||||
| 24733 |
Deploys the Databricks AI Dev Kit MCP server as a Databricks App, exposing over…
|
D 47 4⁄4 | ||||||||
| 24734 |
Leave Manager
Claim
Track and manage employee leave with instant access to balances and history. Re…
|
D 47 4⁄3 | ||||||||
| 24735 |
Enables AI agents to manage the end-to-end content pipeline on the Balzac AI pl…
|
D 47 4⁄4 | ||||||||
| 24736 |
mcp-worker
Claim
A lightweight template for deploying stateless Model Context Protocol (MCP) ser…
|
D 47 4⁄4 | ||||||||
| 24737 |
Provides dynamic access to 400+ Meraki Dashboard API endpoints with intelligent…
|
D 47 4⁄4 | ||||||||
| 24738 |
Provides real-time and historical cryptocurrency market data from major exchang…
|
D 47 4⁄4 | ||||||||
| 24739 |
A personal AI coding assistant that connects to various development environment…
|
D 47 4⁄3 | ||||||||
| 24740 |
A note management MCP server that enables users to store, retrieve, and summari…
|
D 47 3⁄3 | ||||||||
| 24741 |
ayame-chamber-rules
Claim
|
D 47 3⁄3 | ||||||||
| 24742 |
An MCP server that provides current weather conditions and hourly forecasts for…
|
D 47 4⁄4 | ||||||||
| 24743 |
An MCP server for Godot game development that provides 45 tools for reading, an…
|
D 47 4⁄3 | ||||||||
| 24744 |
Enables users to get current weather information for any city through a simple …
|
D 47 4⁄4 | ||||||||
| 24745 |
A Model Context Protocol server that provides natural language access to Cortex…
|
D 47 4⁄4 | ||||||||
| 24746 |
archive35-photography
Claim
Search and license C2PA verified fine art photography. 1,109 images, 55 countri…
|
D 47 3⁄3 | ||||||||
| 24747 |
Native MCP Overview
RongCloud Native MCP is a lightweight RongCloud IM service…
|
D 47 4⁄4 | ||||||||
| 24748 |
A cross-platform shell command execution server that supports Windows, macOS, a…
|
D 47 4⁄3 | ||||||||
| 24749 |
MySQL MCP Server
Claim
An executable MySQL server implementation that facilitates database connections…
|
D 47 4⁄3 | ||||||||
| 24750 |
Enables intelligent analysis and organization of image collections with smart f…
|
D 47 4⁄3 | ||||||||