One command to turn any codebase into an MCP server. Not just REST APIs. Not just OpenAPI specs.
A Model Context Protocol server that bridges Google Sheets, Azure AI, and MQTT APIs to facilitate spreadsheet code generation, AI chat integration, and comprehensive IoT device management. It allows users to perform CRUD operations on spreadsheets, integrate Azure AI models, and handle real-time MQTT messaging for IoT applications.
MCP \u0026 API Server
A modular MCP server that connects to external APIs, providing tools for weather data, user management, and company operations. Features a scalable architecture with TypeScript support, HTTP client abstraction, and robust error handling.
A comprehensive suite of HTTP and API testing tools that enables AI agents to perform requests, check endpoint health, and decode JWTs. It also provides utilities for URL parsing and detailed security analysis of HTTP response headers.
MCP Server Application with RAG
This is a Model Context Protocol (MCP) server providing resources and tools for Appium mobile gestures using Actions API..
Provides tools to search for apps and music via the iTunes Search API and monitor the operational status of various Apple system services.
A proof-of-concept demonstrating interactive UI capabilities for MCP servers through a task management example. Shows how MCP servers can deliver HTML/CSS/JS interfaces that render inside AI chat clients with bidirectional communication.
A debug tool for platform developers to verify that their MCP App hosts correctly implement protocol specifications like context injection and message sending. It provides a blind selection test to ensure seamless end-to-end communication between the UI, host, and model.
Adaptive Retrieval-Augmented Self-Refinement MCP Server — a closed-loop system that lets LLMs iteratively verify and correct their own claims using uncertainty-guided retrieval.
A comprehensive MCP server for Jira, Confluence, and Bitbucket that supports both Cloud and Data Center deployments. It provides 136 tools for managing issues, searching documentation, and handling Git workflows like pull requests and pipelines.
A Model Context Protocol (MCP) server for Atlassian Jira integration, forked from boilerplate-mcp-server
A frontend security dependency auditing tool that identifies vulnerabilities in local and remote repositories using the Model Context Protocol. It provides detailed audit information like CVSS scores and dependency chains, generating standardized markdown reports.
Analyzes git repository changes to generate conventional commit messages and summaries using OpenAI's GPT-4o-mini. It provides detailed tracking of modified, added, and deleted files to streamline the version control process.
An MCP and HTTP server wrapper for PyAutoGUI that enables LLMs to control mouse and keyboard operations across local or remote distributed environments. It provides comprehensive tools for screen interaction, including clicking, typing, and capturing screenshots.
Utility for autotesting MCP servers
MCP Server wrapping the azure cli devops extension with prompts and better tooling
Appwrite’s MCP server. Operating your backend has never been easier.
全面解析MCP GoplsMCP Server的核心功能、安装配置和实用案例。作为顶级Model Context Protocol服务器,MCP Gopls能让AI助手访问实时数据、执行操作,为您提供更智能的工作体验和自动化解决方案。





