# MCP integration

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.

MCP - OpenLLM is a LangChain wrapper tool for seamless integration of different MCP servers and open - source large language models (LLMs), supporting the use of LangChain community models.

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.

MCP service for weather data based on WeatherAPI

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.

A localized MCP server designed for PrestaShop development documentation, providing fast full-text search for over 1095 offline documents, including hooks, components, APIs, and development guides.

TOON-MCP is a model context protocol server that can reduce token consumption by up to 60% in AI-assisted development workflows by automatically converting verbose JSON structures into the Token-Optimized Object Notation (TOON).

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.

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.

The Anybox MCP Server is a Model Context Protocol server developed for the macOS bookmark manager Anybox, allowing clients such as Claude Desktop to search for, save, and manage bookmarks, tags, and folders through the API.

This is an MCP server that provides a standardized interface for the CodeQL N1ght tool, enabling AI assistants to automate the code analysis workflow, including environment installation, database creation, and security scanning.

Agent-Skill-Kit is a local-first skill framework designed for AI agents. It does not require API keys or registration and provides localized skills for agents such as Claude and Copilot through the MCP protocol, including code visualization, technology information acquisition, skill generation, and other functions.

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

Scraper.is MCP is a web scraping tool integration package based on the Model Context Protocol (MCP), which allows AI assistants to scrape web content through the MCP protocol, supporting multiple format outputs and real-time progress updates.

A sample chat application demonstrating integration with the Model Context Protocol (MCP) server

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

An MCP service project that provides seamless access to the Caiyun Weather API

Hello-MCP is a practical tool that helps Claude Desktop interact with external tools through the MCP protocol, providing a simple configuration wizard and integration features.

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.

Parallel Search MCP is a tool that allows the use of parallel search APIs in MCP-compatible LLM clients, suitable for daily small-scale web search tasks

A front - end engineering security auditing tool based on Node.js that supports comprehensive dependency security audits of local projects and remote repositories and can generate detailed vulnerability reports.

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.

A YAML declarative API testing framework, optimized for AI programming assistants. It seamlessly integrates with editors such as Claude/Cursor through the MCP server, enabling efficient API test generation and execution.

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

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.

The LLAMATOR MCP Server is a production - level service for automated LLM red team testing, providing HTTP API and MCP interfaces, supporting asynchronous test execution, artifact storage, and job status management.