MCP Server Quality Scores
Independent quality analysis of 33449 public MCP servers
Last updated 1 hour, 33 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15101 |
A Slack bot and MCP client acts as a bridge between Slack and Model Context Pro…
|
F 30 5⁄4 | ||||||||
| 15102 |
solan docs context
|
F 30 5⁄4 | ||||||||
| 15103 |
Provides unified access to multiple cloud object storage services (Huawei OBS, …
|
F 30 6⁄6 | ||||||||
| 15104 |
Monitor MCP registry for new servers - Discord Slack notifications alerts
|
F 30 5⁄4 | ||||||||
| 15105 |
An implementation of Claude Code capabilities using MCP, enabling AI code under…
|
F 30 5⁄4 | ||||||||
| 15106 |
A Mermaid diagram rendering MCP server for Claude Code with live reload functio…
|
F 30 5⁄4 | ||||||||
| 15107 |
Enables users to query both structured and unstructured data in Snowflake using…
|
F 30 5⁄4 | ||||||||
| 15108 |
A lightweight yet robust server that empowers AI assistants to securely execute…
|
F 30 5⁄4 | ||||||||
| 15109 |
An MCP server that enables web search capabilities using OpenAI's o3 model, all…
|
F 30 5⁄5 | ||||||||
| 15110 |
A lightweight MCP test server for verifying client connectivity, providing tool…
|
F 30 6⁄6 | ||||||||
| 15111 |
Run your own runbooks from Claude Desktop.
You can create your runbooks and ex…
|
F 30 5⁄5 | ||||||||
| 15112 |
A tool-augmented LLM system for the full PDDL planning pipeline, improving reli…
|
F 30 5⁄4 | ||||||||
| 15113 |
Enables running arbitrary JavaScript code in isolated Docker containers with on…
|
F 30 5⁄4 | ||||||||
| 15114 |
Deterministic AI safety policy engine with Z3 formal verification. Write, verif…
|
F 30 5⁄4 | ||||||||
| 15115 |
Provides reasoning content to MCP-enabled AI clients by interfacing with Deepse…
|
F 30 5⁄5 | ||||||||
| 15116 |
Provides up-to-date CSS documentation and browser compatibility data from MDN t…
|
F 30 5⁄5 | ||||||||
| 15117 |
This MCP is used to get realtime food data from OpenFoodFacts database.
OpenFo…
|
F 30 5⁄5 | ||||||||
| 15118 |
MCP C++ SDK - Model Context Protocol implementation in CPP with enterprise-grad…
|
F 30 5⁄4 | ||||||||
| 15119 |
|
F 30 5⁄4 | ||||||||
| 15120 |
WhatsApp MCP Server - Human-in-the-loop for AI agents via WhatsApp
|
F 30 5⁄4 | ||||||||
| 15121 |
An MCP server that provides real-time stock data, technical indicators, and fin…
|
F 30 5⁄5 | ||||||||
| 15122 |
Enables interaction with the Civitai API to search for AI models, browse images…
|
F 30 5⁄5 | ||||||||
| 15123 |
A server that integrates Blender with local AI models via the Model Context Pro…
|
F 30 5⁄4 | ||||||||
| 15124 |
An MCP server that enables AI assistants to interact with Signoz observability …
|
F 30 5⁄5 | ||||||||
| 15125 |
A FastMCP server that provides real-time weather data from KNMI weather station…
|
F 30 5⁄5 | ||||||||
| 15126 |
Impact preview for AI agents - see what changes before any action executes.
|
F 30 5⁄4 | ||||||||
| 15127 |
Wraps Claude Code as a server using the Model Context Protocol (MCP), allowing …
|
F 30 5⁄5 | ||||||||
| 15128 |
Exposes an internal engineering knowledge base to AI assistants, allowing users…
|
F 30 5⁄5 | ||||||||
| 15129 |
Query Go package information on pkg.go.dev
|
F 30 5⁄5 | ||||||||
| 15130 |
A lightweight Flask-based server that enables Claude AI to perform real-time we…
|
F 30 5⁄5 | ||||||||
| 15131 |
A Model Context Protocol server that enables AI assistants to generate images, …
|
F 30 5⁄5 | ||||||||
| 15132 |
AI-powered Git workflow intelligence — 10 tools for commit messages, branch nam…
|
F 30 5⁄4 | ||||||||
| 15133 |
An MCP server that securely interfaces with your iMessage database via the Mode…
|
F 30 5⁄4 | ||||||||
| 15134 |
Provide seamless access to Magic: The Gathering Chinese card data from 大学院废墟(sb…
|
F 30 6⁄6 | ||||||||
| 15135 |
|
F 30 5⁄4 | ||||||||
| 15136 |
Interact with the Discord platform.
|
F 30 5⁄5 | ||||||||
| 15137 |
A server that allows LLMs to run Claude Code with all permissions bypassed auto…
|
F 30 5⁄5 | ||||||||
| 15138 |
Enables access to NASA space data and images through Claude Desktop, providing …
|
F 30 5⁄5 | ||||||||
| 15139 |
Analyze Gold IRA sales call transcripts to surface key insights, objections, an…
|
F 30 5⁄4 | ||||||||
| 15140 |
A research proxy that lets Claude, Cursor, and other MCP clients utilize Gemini…
|
F 30 5⁄4 | ||||||||
| 15141 |
Provides mathematical calculation tools including basic operations, expressions…
|
F 30 5⁄5 | ||||||||
| 15142 |
Supports SSE, STDIO; not only limited to MySQL's CRUD functionality; also inclu…
|
F 30 5⁄4 | ||||||||
| 15143 |
A Dart-based MCP server implementation that enables AI-assisted task management…
|
F 30 5⁄5 | ||||||||
| 15144 |
An MCP server enabling CFBD API queries within Claude Desktop.
|
F 30 5⁄5 | ||||||||
| 15145 |
A FastMCP server that provides natural language interaction with MS SQL databas…
|
F 30 5⁄4 | ||||||||
| 15146 |
A Model Context Protocol server that enables AI clients to interact with virtua…
|
F 30 5⁄5 | ||||||||
| 15147 |
MCP server that turns articles, transcripts, and markdown into LinkedIn carouse…
|
F 30 5⁄4 | ||||||||
| 15148 |
An MCP server that enables interaction with CalDAV calendars to manage events a…
|
F 30 5⁄5 | ||||||||
| 15149 |
This MCP server provides seamless access to Malaysia's government open data, in…
|
F 30 6⁄6 | ||||||||
| 15150 |
A tool that generates MCP servers for Smithery with Cursor IDE integration, all…
|
F 30 5⁄4 | ||||||||