# MCP integration

A project integrating a Playwright - based browser proxy and MCP service, supporting browser session control via HTTP API or MCP client

An SSH automation tool based on the Model Context Protocol that provides secure remote command execution and file transfer functions, supports multiple authentication methods, and can be integrated with MCP clients such as Claude/Cline.

Prompt Decorators is a framework for standardizing large - language - model prompt enhancement and transformation. It provides specification definitions and Python implementations, includes over 140 pre - set decorators, and supports MCP protocol integration.

Runbook MCP Server is a service that allows users to run custom runbooks through Claude Desktop, supporting automated operations and maintenance and manual test plan execution.

k8s_pilot is a lightweight centralized management and control plane for multiple Kubernetes clusters, supporting multi-cluster context switching, resource CRUD operations, and namespace management. It is integrated with Claude AI through the MCP protocol.

A simple function project integrating Rust with JavaScript/TS, realizing function calls through the MCP client, including the build, test, and configuration processes.

An Alibaba Cloud OSS file upload server based on the MCP protocol, supporting multi - account management and integration with other MCP tools.

Archon is an intelligent system for autonomously constructing and optimizing AI agents. It demonstrates key principles of modern AI through iterative development, including agent reasoning, domain knowledge integration, and scalable architecture. The current version V4 provides a comprehensive Streamlit interface, supports Docker deployment, and integrates with MCP services for seamless docking of the AI IDE.

A configurable MCP server SSH client with an intelligent security agent function that can detect and block the execution of unsafe commands in SSH connections.

The Search1API MCP Server is a server based on the Model Context Protocol (MCP), providing search and crawling functions, and supporting multiple search services and tools.

This project includes custom slash commands for testing the integration of the Coroot MCP server, providing two testing methods: direct tool invocation testing and natural language testing, ensuring security and non-destructiveness.

Faxbot is an open-source, self-hostable fax API that supports multiple backends (cloud and self-hosted) and MCP transmission options, provides HIPAA-compliant security configurations, and can send faxes through simple function calls.

Engram is a hosted MCP service that provides reliable memory for AI agents, enabling AI to remember past conversations, facts, and decisions, making it more like a real team member.

An MCP server for searching and downloading papers from multiple academic platforms (such as arXiv, PubMed, bioRxiv, etc.), supporting standardized search and acquisition tools, facilitating AI - driven research workflows.

kivv is an automatic arXiv research paper discovery and AI intelligent summarization system, integrated with Claude Desktop via the MCP protocol, supporting multi - user, RSS subscription, and cost optimization, and built on Cloudflare Workers.

Shipyard CLI is a command-line tool for managing temporary environments on the Shipyard platform. It supports functions such as environment management, service operations, log viewing, and port forwarding, and integrates the MCP service for AI assistants to use.

This project demonstrates how to combine LlamaIndex with MCP tool integration to build an intelligent agent capable of real-time weather information query through the OpenWeather API.

DeepContext is an MCP server that provides symbol - aware semantic search capabilities for code assistants. By intelligently parsing code structure and semantic relationships, it can accurately locate relevant code snippets in large codebases and improve development efficiency.

PageIndex MCP is an inference-based vectorless RAG system. Through the MCP protocol, it exposes the tree-like index of documents to LLMs, enabling platforms such as Claude to retrieve information from PDF documents through structural reasoning like human experts, without the need for a vector database.

A VSCode/Cursor extension that captures terminal output in real-time via the MCP protocol for AI assistants, enabling seamless integration of terminal data and AI.

An experimental MkDocs plugin for integrating the MCP server into the MkDocs workflow to provide documentation content access functionality.

A self - learning knowledge base about the Swiss labor market and the impact of artificial intelligence, providing functions such as data collection, semantic search, impact analysis, and MCP server integration.

The Device42 MCP Server is an MCP server implementation for the Device42 IT asset management system. It supports querying and managing asset information such as devices, IP addresses, subnets, and racks through AI assistants, and provides read - write operations and advanced DOQL query functions.

StyleMCP is a platform for verifying and rewriting AI-generated text to match the brand style. It offers multiple integration methods such as API, CLI, MCP server, and GitHub Action, and ensures that the content conforms to the brand voice specifications through configurable style packs.

A lightweight, self-hosted project management tool with a built-in MCP server, allowing AI assistants to directly manage projects, tickets, and teams.

Flutter - skill is an AI - native end - to - end testing tool that allows AI agents to directly interact with running applications through the MCP protocol, supporting 10 platforms without writing test code.

The Apiiro Guardian Agent MCP server connects AI programming assistants with the Apiiro security analysis platform, providing real - time code security analysis, risk queries, scan triggering, and security management functions through the MCP protocol.

An enterprise-level intelligent code analysis platform that provides codebase analysis, technical debt assessment, security vulnerability detection, and other functions for AI assistants through the MCP server. It supports local and remote code sources and automatically generates PDF reports.

A project that integrates Spotify music playback functions through the MCP service

The Auggie MCP server integrates the Auggie CLI tool into the MCP ecosystem, providing code repository Q&A and change implementation functions, and supporting clients such as Cursor and Claude.