MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21751 |
An MCP server that integrates with the AlphaVantage financial data API, providi…
|
D 47 4⁄4 | ||||||||
| 21752 |
Perplexity MCP Server
Claim
An Apify Actor implementing the Model Context Protocol for Perplexity API, enab…
|
D 47 4⁄4 | ||||||||
| 21753 |
Leave Manager
Claim
Track and manage employee leave with instant access to balances and history. Re…
|
D 47 4⁄3 | ||||||||
| 21754 |
Captures and provides access to React Native console logs from Metro bundler, e…
|
D 47 4⁄3 | ||||||||
| 21755 |
A cross-platform shell command execution server that supports Windows, macOS, a…
|
D 47 4⁄3 | ||||||||
| 21756 |
A Model Context Protocol server that provides tools for connecting to and inter…
|
D 47 4⁄4 | ||||||||
| 21757 |
A Model Context Protocol server that provides natural language access to Cortex…
|
D 47 4⁄4 | ||||||||
| 21758 |
MCP Hospital Assistant
Claim
An intelligent hospital appointment management system that allows users to add …
|
D 47 4⁄4 | ||||||||
| 21759 |
Exposes weather forecast APIs as MCP tools, allowing LLMs to retrieve current w…
|
D 47 4⁄4 | ||||||||
| 21760 |
A note management MCP server that enables users to store, retrieve, and summari…
|
D 47 3⁄3 | ||||||||
| 21761 |
A WebSocket-based Model Control Protocol (MCP) server that processes model requ…
|
D 47 4⁄3 | ||||||||
| 21762 |
Deploys the Databricks AI Dev Kit MCP server as a Databricks App, exposing over…
|
D 47 4⁄4 | ||||||||
| 21763 |
Enables interaction with Notion databases through the Notion API, supporting fu…
|
D 47 4⁄4 | ||||||||
| 21764 |
A Model Context Protocol server that allows AI assistants to interact with Tekm…
|
D 47 4⁄4 | ||||||||
| 21765 |
A Model Context Protocol server implementation that provides geospatial analysi…
|
D 47 4⁄4 | ||||||||
| 21766 |
Manage Reddit advertising end to end across accounts, funding methods, campaign…
|
D 47 5⁄5 | ||||||||
| 21767 |
A secure interface that enables language models to execute shell commands on th…
|
D 47 4⁄3 | ||||||||
| 21768 |
An MCP server that provides current weather conditions and hourly forecasts for…
|
D 47 4⁄4 | ||||||||
| 21769 |
Enables AI assistants like Claude to interact with Databricks workspaces throug…
|
D 47 4⁄4 | ||||||||
| 21770 |
A Model Context Protocol server focused on China's A-share stock market that pr…
|
D 47 4⁄4 | ||||||||
| 21771 |
component-analyzer
Claim
Discover and map React components across your codebase to clarify architecture.…
|
D 47 4⁄3 | ||||||||
| 21772 |
archive35-photography
Claim
Search and license C2PA verified fine art photography. 1,109 images, 55 countri…
|
D 47 3⁄3 | ||||||||
| 21773 |
Native MCP Overview
RongCloud Native MCP is a lightweight RongCloud IM service…
|
D 47 4⁄4 | ||||||||
| 21774 |
kjlahsdjkashd
|
D 47 4⁄4 | ||||||||
| 21775 |
Enables AI-powered insurance marketing campaign management with audience target…
|
D 47 4⁄4 | ||||||||
| 21776 |
mcp-worker
Claim
A lightweight template for deploying stateless Model Context Protocol (MCP) ser…
|
D 47 4⁄4 | ||||||||
| 21777 |
Converts REST APIs into MCP tools using Gradio, demonstrated with a local IBM G…
|
D 47 4⁄3 | ||||||||
| 21778 |
# TextForge — Human Approval for AI Email
<img src="https://raw.githubusercont…
|
D 47 4⁄4 | ||||||||
| 21779 |
Enables AI-powered resume scoring and feedback through secure Google OAuth auth…
|
D 47 4⁄4 | ||||||||
| 21780 |
MCP Server
Claim
A Dify endpoint plugin that converts a Dify app into a MCP server, allowing com…
|
D 47 4⁄4 | ||||||||
| 21781 |
A multi-agent orchestrator that enables multiple AI agents to share a single Ch…
|
D 47 4⁄3 | ||||||||
| 21782 |
Provides dynamic access to 400+ Meraki Dashboard API endpoints with intelligent…
|
D 47 4⁄4 | ||||||||
| 21783 |
Send notifications across 23 channels with 36 AI-ready tools. One API, zero boi…
|
D 47 4⁄3 | ||||||||
| 21784 |
Provides a Model Context Protocol interface to the Sponge wallet API for managi…
|
D 47 4⁄4 | ||||||||
| 21785 |
mcp_project
Claim
|
D 47 4⁄3 | ||||||||
| 21786 |
Enables querying food nutritional information, discovering recipes by ingredien…
|
D 47 4⁄3 | ||||||||
| 21787 |
Bug Detector
Claim
Analyzes code for bugs, security vulnerabilities, and code smells
|
D 47 3⁄3 | ||||||||
| 21788 |
Enables molecular visualization and analysis from SMILES strings using multiple…
|
D 47 4⁄4 | ||||||||
| 21789 |
Enables users to get current weather information for any city through a simple …
|
D 47 4⁄4 | ||||||||
| 21790 |
An MCP server for Claude Code that enables the creation and manipulation of pro…
|
D 47 4⁄4 | ||||||||
| 21791 |
A personal AI coding assistant that connects to various development environment…
|
D 47 4⁄3 | ||||||||
| 21792 |
A Model Context Protocol server that enables LLMs to interact with VS Code's Si…
|
D 47 4⁄3 | ||||||||
| 21793 |
Enables AI agents to manage the end-to-end content pipeline on the Balzac AI pl…
|
D 47 4⁄4 | ||||||||
| 21794 |
An MCP server that provides seamless interaction with Azure DevOps Git reposito…
|
D 47 4⁄4 | ||||||||
| 21795 | D 47 3⁄3 | |||||||||
| 21796 |
MCP server for interacting with NetBox API.
|
D 47 4⁄4 | ||||||||
| 21797 |
A lightweight MCP server that enables agents to interface with Cloudflare's RES…
|
D 47 4⁄4 | ||||||||
| 21798 |
docsite
Claim
|
D 47 4⁄3 | ||||||||
| 21799 |
A secure SSH server implementation for Model Context Protocol that enables remo…
|
D 47 4⁄4 | ||||||||
| 21800 |
Xueqiu MCP
Claim
A MCP service based on the Xueqiu (Chinese stock market) API that enables users…
|
D 47 4⁄4 | ||||||||
