
Python Pip MCP
A minimal Anthropic MCP protocol client and server implementation based on Python and Pip for debugging reference in VSCode and Windows environments.
Python
8.9K
2.5 points

Cocosmcp
Cocos MCP Log Bridge is a log synchronization tool connecting the Cocos Creator editor and Cursor AI. It provides real - time log transmission, intelligent filtering, and scene management functions to help developers debug efficiently.
JavaScript
9.2K
2.5 points

React Native Debugger MCP
React Native Debugger MCP Service
TypeScript
6.6K
2.5 points

Github (via OAuth)
A Python project built with the uv tool for integrating with the Claude desktop application and debugging the MCP service
Python
8.0K
2.5 points

MCP Grep
MCP-Grep is a server implementation that exposes grep functionality through the Model Context Protocol (MCP), providing file search capabilities for clients such as Claude.
Python
9.0K
2.5 points

Postgresql MCP Server
MCP service for PostgreSQL database management, providing analysis, configuration, and debugging functions
TypeScript
6.4K
2.5 points

GDB Debugger
An MCP server that provides GDB debugging functionality for AI assistants
c
5.4K
2.5 points

Openai Codex MCP
This project is a JSON-RPC server that encapsulates the OpenAI Codex CLI tool as an MCP service for Claude Code to call. It provides dedicated methods for code generation, explanation, and debugging, supports multiple model selections, and simplifies the integration process between Claude and OpenAI models.
Python
13.2K
2 points

Debug Adapter Protocol (DAP)
dap-mcp is a DAP session management tool based on the MCP protocol, aiming to optimize and expand the context window of large language models and improve the debugging workflow.
Python
8.0K
2.5 points

MCP Sample Vsc Debug
This project demonstrates how to debug the MCP server in VSCode, includes example code for Python and TypeScript, and integrates the MCP Inspector tool for browser testing.
Python
5.7K
2.5 points

Ragflow MCP
RAGFlow MCP is a temporary implementation of an MCP server, providing basic functionality before the official MCP server is released. Two installation methods are provided, and the uv tool is recommended for fast installation and dependency management.
Python
7.7K
2.5 points

MCP Sandbox
The project is a tool for debugging and testing servers, interacting with the local server through a web interface
Python
5.7K
2 points

MCP Analyzer
The MCP Log Analysis Server provides cross - platform log reading, filtering, and pagination browsing functions to help debug the interaction issues between Claude and tools.
TypeScript
7.8K
2.5 points

Rapidapi
A RapidAPI service implementation project based on FastMCP
Python
8.7K
2 points
M
MCP Dap Server
The MCP DAP Server is a Debug Adapter Protocol (DAP) server based on the Model Context Protocol (MCP), providing AI assistants and other MCP clients with the ability to interact with debuggers for multiple programming languages, supporting debugging functions such as breakpoint setting, program control, and status check.
Go
8.2K
2.5 points
A
Agentops MCP
The AgentOps MCP Server provides observability and tracking data for AI agent operation, which is used for debugging and analyzing the success and failure of agents.
TypeScript
5.2K
2.5 points

Simple MCP Client Server
A simple MCP client/server project for implementing weather query functions, supporting two communication methods: STDIO and SSE, and providing the MCP Inspector tool for debugging.
Python
5.4K
2 points

MCP Database Server
An MCP service for JSON document storage based on the Fireproof database
TypeScript
7.1K
2.5 points

Godot MCP
Godot MCP is a Model Context Protocol server designed for the Godot game engine, providing functions such as editor control, project execution, and debug output capture, and supporting the interaction between AI assistants and the Godot engine.
JavaScript
9.9K
4 points

MCP Sentry: A Sentry MCP Server
An MCP server for retrieving and analyzing issues from Sentry.io, providing access to debugging information such as error reports and stack traces.
TypeScript
8.2K
2 points

Rapidapi MCP
An MCP service project based on RapidAPI, using the fastmcp framework for server installation and debugging
Python
4.6K
2 points

Testing MCP Server
A tool for testing the MCP server, supporting debugging and running through VSCode and WS.
TypeScript
5.0K
2 points

Cosense
The MCP server for the cosense project, supporting the page retrieval function
TypeScript
6.9K
2 points

Infisical MCP Server
The Infisical Model Context Protocol (MCP) is a service protocol that integrates with the Infisical API through function calls. It supports multiple tool operations such as creating, deleting, and updating keys, and provides a debugging tool called MCP Inspector.
TypeScript
5.8K
2.5 points

Amitdeshmukh Stdout MCP Server
An MCP server that captures and manages stdout logs through the named pipe system, supporting multi - process log collection, real - time monitoring, and query analysis. Suitable for MCP clients such as Cursor IDE.
JavaScript
6.6K
2 points

Sprint Boot Sample MCP Server
This is an example of an MCP server based on Spring Boot, used to interact with AI models and provide a standardized interface to access real - time data and services.
Java
6.9K
2 points
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Notion Api MCP
Certified
A Python-based MCP Server that provides advanced to-do list management and content organization functions through the Notion API, enabling seamless integration between AI models and Notion.
Python
15.0K
4.5 points

Gitlab MCP Server
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The GitLab MCP server is a project based on the Model Context Protocol that provides a comprehensive toolset for interacting with GitLab accounts, including code review, merge request management, CI/CD configuration, and other functions.
TypeScript
17.1K
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Duckduckgo MCP Server
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45.7K
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Markdownify MCP
Markdownify is a multi-functional file conversion service that supports converting multiple formats such as PDFs, images, audio, and web page content into Markdown format.
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Unity
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UnityMCP is a Unity editor plugin that implements the Model Context Protocol (MCP), providing seamless integration between Unity and AI assistants, including real - time state monitoring, remote command execution, and log functions.
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Figma Context MCP
Framelink Figma MCP Server is a server that provides access to Figma design data for AI programming tools (such as Cursor). By simplifying the Figma API response, it helps AI more accurately achieve one - click conversion from design to code.
TypeScript
45.8K
4.5 points

Gmail MCP Server
A Gmail automatic authentication MCP server designed for Claude Desktop, supporting Gmail management through natural language interaction, including complete functions such as sending emails, label management, and batch operations.
TypeScript
15.2K
4.5 points

Context7
Context7 MCP is a service that provides real-time, version-specific documentation and code examples for AI programming assistants. It is directly integrated into prompts through the Model Context Protocol to solve the problem of LLMs using outdated information.
TypeScript
65.0K
4.7 points