MCP Server Quality Scores
Independent quality analysis of 50515 public MCP servers
Last updated 1 hour, 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16051 |
Enables integration with Azure DevOps services, allowing interaction with work …
|
F 25 5⁄5 | ||||||||
| 16052 |
|
F 25 5⁄4 | ||||||||
| 16053 |
A Model Context Protocol server that enables AI assistants to perform advanced …
|
F 25 5⁄5 | ||||||||
| 16054 |
Enables interaction with the kChat platform to manage channels, post messages, …
|
F 25 5⁄5 | ||||||||
| 16055 |
Convert source code repositories into searchable knowledge bases with AI-powere…
|
F 25 5⁄5 | ||||||||
| 16056 |
A Model Context Protocol server that enables controlling Spotify playback throu…
|
F 25 5⁄4 | ||||||||
| 16057 |
An MCP server that provides AI image generation capabilities using OpenAI and R…
|
F 25 5⁄5 | ||||||||
| 16058 |
A MCP server for Hide – headless IDE for coding agents.
|
F 25 5⁄5 | ||||||||
| 16059 |
OSS to create Personas, Skills, Templates, Agents, and Memories to customize yo…
|
F 25 6⁄4 | ||||||||
| 16060 |
An MCP server capable of interacting with the Box API
|
F 25 5⁄5 | ||||||||
| 16061 |
A unified MCP server providing observability, safety control, and behavior evol…
|
F 25 5⁄5 | ||||||||
| 16062 |
RamiBot v3.8.0 is a local-first AI security operations platform integrating mul…
|
F 25 5⁄4 | ||||||||
| 16063 |
An MCP server that retrieves and ranks humorous roasts, jokes, and memes about …
|
F 25 5⁄5 | ||||||||
| 16064 |
Command line interface with secure execution and customizable security policies
|
F 25 5⁄4 | ||||||||
| 16065 |
An MCP server that provides interactive visualizations including tables, charts…
|
F 25 5⁄4 | ||||||||
| 16066 |
Enables secure API key management for development projects by storing keys in O…
|
F 25 5⁄4 | ||||||||
| 16067 |
MemOS (Memory Operating System) is a memory management operating system designe…
|
F 25 5⁄4 | ||||||||
| 16068 |
An MCP server built with FastMCP that currently provides a simple mathematical …
|
F 25 5⁄5 | ||||||||
| 16069 |
An MCP-compliant server that enables AI assistants like Claude Desktop to acces…
|
F 25 5⁄5 | ||||||||
| 16070 |
A Tauri plugin that enables AI agents to interact with Tauri applications throu…
|
F 25 5⁄4 | ||||||||
| 16071 |
AutoApply automates job applications using a real Playwright browser. Save your…
|
F 25 5⁄5 | ||||||||
| 16072 |
Canvas LMS integration for students and educators with FERPA-compliant analytic…
|
F 25 6⁄6 | ||||||||
| 16073 |
Discover 6,700+ MCP servers and 15,000+ OpenClaw skills. Agent-native search wi…
|
F 25 6⁄6 | ||||||||
| 16074 |
An MCP server that provides comprehensive data verification in China, including…
|
F 25 5⁄4 | ||||||||
| 16075 |
Integrates Claude with n8n and Supabase to provide semantic memory search, auto…
|
F 25 5⁄5 | ||||||||
| 16076 |
A FastMCP-based telnet client that enables AI agents to interact with legacy Bu…
|
F 25 5⁄5 | ||||||||
| 16077 |
Enables users to manage company departments, employees, expenses, and performan…
|
F 25 5⁄5 | ||||||||
| 16078 |
An MCP server that fetches real-time documentation for popular libraries like L…
|
F 25 5⁄5 | ||||||||
| 16079 |
Provides a suite of 17 tools for searching, reading, sending, and managing Gmai…
|
F 25 5⁄5 | ||||||||
| 16080 |
A customizable Model Context Protocol server implementation that enables AI mod…
|
F 25 5⁄4 | ||||||||
| 16081 |
An MCP server that enables AI agents to launch, buy, and sell tokens on the Ray…
|
F 25 5⁄5 | ||||||||
| 16082 |
Enables AI agents to send WhatsApp messages, templates, and retrieve media thro…
|
F 25 5⁄5 | ||||||||
| 16083 |
Control Chrome via accessibility tree snapshots through PinchTab. Zero-config b…
|
F 25 5⁄4 | ||||||||
| 16084 |
Automate your Slack workspace interactions by posting messages, replying to thr…
|
F 25 6⁄4 | ||||||||
| 16085 |
Enables chat completions using x.ai's Grok API with support for multiple Grok m…
|
F 25 5⁄5 | ||||||||
| 16086 |
An MCP server for intelligent logo extraction and processing, supporting automa…
|
F 25 6⁄6 | ||||||||
| 16087 |
A simple note storage and management system that allows users to add, access, a…
|
F 25 5⁄4 | ||||||||
| 16088 |
Provides comprehensive tools for tracking meme coins on the Four.meme ecosystem…
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F 25 5⁄5 | ||||||||
| 16089 |
Enables AI assistants to interact with Alibaba Cloud Yunxiao platform for manag…
|
F 25 5⁄5 | ||||||||
| 16090 |
Full-stack security for AI agents — static analysis + MCP runtime interception.…
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F 25 5⁄5 | ||||||||
| 16091 |
Access Monarch financial data — accounts, transactions, budgets, and more
|
F 25 6⁄4 | ||||||||
| 16092 |
Enables AI assistants to send SMS messages via Twilio through the Model Context…
|
F 25 5⁄5 | ||||||||
| 16093 |
A Message Control Protocol server that provides an interface for managing and q…
|
F 25 5⁄5 | ||||||||
| 16094 |
A Model Context Protocol server that provides read-only MySQL database queries …
|
F 25 5⁄5 | ||||||||
| 16095 |
A Model Context Protocol implementation that provides a standardized interface …
|
F 25 5⁄5 | ||||||||
| 16096 |
An MCP server that enables users to execute arbitrary shell commands on their l…
|
F 25 5⁄4 | ||||||||
| 16097 |
MCP Server that uses the open weight Kokoro TTS models to convert text-to-speec…
|
F 25 5⁄4 | ||||||||
| 16098 |
Connects Claude AI to KuCoin portfolio and Notion workspace for real-time crypt…
|
F 25 5⁄5 | ||||||||
| 16099 |
TDolphinDB database integration with schema inspection and query capabilities
|
F 25 5⁄5 | ||||||||
| 16100 |
An MCP server that exposes Fabric patterns as tools for Cline, enabling AI-driv…
|
F 25 5⁄5 | ||||||||