MCP Server Quality Scores
Independent quality analysis of 47628 public MCP servers
Last updated 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 8251 |
Enables AI tools to manage containerized applications through Podman, supportin…
|
C 69 5⁄5 | ||||||||
| 8252 |
Alpic MCP Template
Claim
A TypeScript template for building MCP servers with HTTP transport that provide…
|
C 69 5⁄4 | ||||||||
| 8253 |
Generate, validate, and optimize Adaptive Cards for Teams, Outlook, and Copilot.
|
C 69 5⁄4 | ||||||||
| 8254 |
MantisBT MCP Server
Claim
Enables interaction with MantisBT bug tracking systems through the REST API. Su…
|
C 69 5⁄5 | ||||||||
| 8255 |
Enables read-only Linux system diagnostics and troubleshooting on RHEL-based sy…
|
C 69 5⁄5 | ||||||||
| 8256 |
Provides Cheat Engine-like capabilities for game hacking and reverse engineerin…
|
C 69 5⁄4 | ||||||||
| 8257 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
|
C 69 5⁄4 | ||||||||
| 8258 |
Facilitates retrieval of National Park Services data using the NPS API, allowin…
|
C 69 5⁄5 | ||||||||
| 8259 |
SPIRED-Stab MCP
Claim
Enables protein stability prediction ($DeltaDelta$G and $Delta$Tm) and systemat…
|
C 69 5⁄4 | ||||||||
| 8260 |
ollama-mcp-example
Claim
Ollama MCP example for dummies.
|
C 69 5⁄4 | ||||||||
| 8261 |
Enables Claude Desktop to control Blender 5.0.1 on Windows for tasks such as cr…
|
C 69 5⁄4 | ||||||||
| 8262 |
Multi Debugger MCP server that enables LLMs to interact with GDB and LLDB for b…
|
C 69 5⁄4 | ||||||||
| 8263 |
An intelligent middleware that determines when human intervention is necessary …
|
C 69 5⁄5 | ||||||||
| 8264 |
A Model Context Protocol server that connects to AppSignal, allowing users to f…
|
C 69 5⁄5 | ||||||||
| 8265 |
Skill + MCP server to turn your agent into an RLM. Load context, iterate with s…
|
C 69 5⁄5 | ||||||||
| 8266 |
A Model Context Protocol server that connects to MySQL databases, allowing exec…
|
C 69 5⁄4 | ||||||||
| 8267 |
Enables AI models to analyze audio files through numerical fingerprints, pitch …
|
C 69 5⁄4 | ||||||||
| 8268 |
Enables interaction with Jira and Confluence APIs to search, create, and manage…
|
C 69 5⁄5 | ||||||||
| 8269 |
一个 Ant Design 组件查询的 mcp 服务,包含 组件文档、API 文档、代码示例、组件更新日志查询
|
C 69 5⁄5 | ||||||||
| 8270 |
Enables Claude Desktop and other MCP clients to interact with any OAuth2-authen…
|
C 69 5⁄5 | ||||||||
| 8271 |
Enables AI assistants to interact with web browsers in real-time through Playwr…
|
C 69 5⁄5 | ||||||||
| 8272 |
An MCP server that enables Claude and other MCP clients to interact with Matter…
|
C 69 5⁄5 | ||||||||
| 8273 |
Section-level doc search for .md, .rst, .adoc, .ipynb, .html, .yaml, .json, and…
|
C 69 5⁄4 | ||||||||
| 8274 |
A minimal demonstration server showcasing MCP protocol capabilities including t…
|
C 69 5⁄5 | ||||||||
| 8275 |
Enables AI assistants to perform intelligent web searches using the Baidu Wenxi…
|
C 69 5⁄5 | ||||||||
| 8276 |
Task management protocol for solo developers and AI coding agents with 2-gatewa…
|
C 69 5⁄4 | ||||||||
| 8277 |
Provides Android development assistance following NowInAndroid best practices, …
|
C 69 5⁄5 | ||||||||
| 8278 |
python-notebook-mcp
Claim
Lightweight Python Notebook MCP - Enable AI assistants to create, edit, and vie…
|
C 69 5⁄4 | ||||||||
| 8279 |
Connects AI assistants to Interactive Brokers for intelligent portfolio managem…
|
C 69 5⁄4 | ||||||||
| 8280 |
Provides FastMCP-based servers with various tools for AI assistants including m…
|
C 69 5⁄5 | ||||||||
| 8281 |
A Model Context Protocol server that provides Claude and other LLMs with read-o…
|
C 69 5⁄5 | ||||||||
| 8282 |
cubox-mcp
Claim
|
C 69 5⁄5 | ||||||||
| 8283 |
Enables secure file uploads to Amazon S3 with progress tracking and presigned U…
|
C 69 5⁄5 | ||||||||
| 8284 |
Production-ready MCP server template for consuming X402-protected APIs with gas…
|
C 69 5⁄5 | ||||||||
| 8285 |
Enables control of OXII smart home devices through the Model Context Protocol, …
|
C 69 5⁄5 | ||||||||
| 8286 |
Joomla MCP Server
|
C 69 5⁄5 | ||||||||
| 8287 |
Vapi MCP Server
|
C 69 5⁄5 | ||||||||
| 8288 |
Claude MCP server that enables secure access to browse and read Android project…
|
C 69 5⁄4 | ||||||||
| 8289 |
Agent MCP BrightData
Claim
An intelligent agent using the Model Context Protocol to iteratively explore an…
|
C 69 5⁄5 | ||||||||
| 8290 |
Enables AI tools to search and explore API documentation from Apidog projects o…
|
C 69 5⁄5 | ||||||||
| 8291 |
Enables interaction with FogBugz issue tracking system through its XML API, all…
|
C 69 5⁄5 | ||||||||
| 8292 |
A Model Context Protocol server that allows working with DICOM medical images t…
|
C 69 5⁄4 | ||||||||
| 8293 |
A locally-run MCP server that enables downloading images, videos, and LivePhoto…
|
C 69 5⁄4 | ||||||||
| 8294 |
An MCP server that enables users to add translation keys to Lokalise projects u…
|
C 69 5⁄5 | ||||||||
| 8295 |
Provides traditional Chinese metaphysics analysis capabilities including I Chin…
|
C 69 5⁄4 | ||||||||
| 8296 |
Provides information about animals at the Taipei Zoo, including their habits, h…
|
C 69 5⁄4 | ||||||||
| 8297 |
小智 & Cursor 的 MCP 启动器 - MCP For Cursor&xiaozhi。打包成可执行文件。Turn MCP server into an…
|
C 69 5⁄5 | ||||||||
| 8298 |
A Model Context Protocol server that enables full CRUD operations for e-commerc…
|
C 69 5⁄5 | ||||||||
| 8299 |
Provides functionality to fetch and transform web content in various formats (H…
|
C 69 5⁄5 | ||||||||
| 8300 |
Exposes TypeScript Language Server Protocol functionality to AI agents, enablin…
|
C 69 5⁄5 | ||||||||