MCP Servers

The MCP Git Ingest repository provides a Model Context Protocol server that reads GitHub repository structures and important files, offering tools to analyze directory structure and file contents for code understanding.

Apollo MCP Server

LLM Context helps developers inject relevant code/text content into LLM chats. It uses `.gitignore` patterns for file selection and offers clipboard workflow and direct LLM integration via the Model Context Protocol.

Easily convert tool, agents and orchestrators from existing agent frameworks to MCP servers

This repository provides a Model Context Protocol (MCP) server leveraging Playwright for browser automation. It enables LLMs to interact with web pages, capture screenshots, and execute JavaScript within a real browser environment.

The MCP-researcher Server provides a research assistant for Cline, utilizing Perplexity's Sonar Pro API to offer documentation, API discovery, and deprecated code checks, enhanced with Chain of Thought Reasoning and

This repository provides an OpenAPI MCP server, enabling Large Language Models to interact with REST APIs defined by OpenAPI specifications through the Model Context Protocol. It simplifies API discovery and

AWS MCP is a Model Context Protocol server that allows AI assistants like Claude to interact with your AWS environment using natural language for querying and managing resources. It offers

This repository provides a desktop application, MCP Manager, for MacOS that simplifies the management of Model Context Protocol (MCP) servers, enabling Claude Desktop to access various services and data sources locally.

This repository offers resources for the Model Context Protocol (MCP), including guides, utilities, and client/server implementations in TypeScript, Python, and Kotlin, facilitating LLM interaction with external systems. This repository offers

The MCP Trader Server repository provides a Model Context Protocol server equipped with tools for stock analysis and trading, including technical analysis, relative strength calculations, and position sizing.

MCPOmni Connect is a universal command-line interface that integrates multiple MCP servers, AI models, and transport protocols into a unified, intelligent interface. It offers multi-protocol support and AI-powered intelligence.

This repository provides a Model Context Protocol (MCP) server that enables LLM clients to interact with Firebase services like Authentication, Firestore, and Storage. It allows LLMs to access Firebase data and tools.

MCP Connect bridges the gap between cloud AI services and local Stdio-based MCP servers by translating HTTP/HTTPS requests, enabling cloud integration with local resources. MCP Connect bridges the gap between

The Mindmap MCP Server converts Markdown content into interactive mindmaps using the Model Context Protocol. It supports installation via pip, uvx, or Docker and integrates with MCP clients like Claude Desktop.