MCP Servers

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

Apollo MCP Server

The MCP Reasoner enhances Claude Desktop with Beam Search and Monte Carlo Tree Search (MCTS) algorithms, including experimental alpha variations, to improve its complex problem-solving capabilities by incorporating policy and search methods.

This repository provides a Model Context Protocol (MCP) server implementation for integrating Dify workflows, enabling their invocation through MCP tools with configuration via a `config.yaml` file. This repository provides a

This MCP server provides documentation about Strands Agents to your GenAI tools, so you can use your favorite AI coding assistant to vibe-code Strands Agents.

This repository provides an MCP server integrating with Google Drive, enabling file listing, reading, searching, and Google Sheets manipulation through tools for reading and updating spreadsheet data. This repository provides

🦀 Prevents outdated Rust code suggestions from AI assistants. This MCP server fetches current crate docs, uses embeddings/LLMs, and provides accurate context via a tool call.

This repository provides a Python bridge, "Mac Messages MCP," for interacting with the macOS Messages app using MCP, enabling users to read, filter, and send messages through an API, requiring

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.

This repository provides an Elasticsearch Model Context Protocol (MCP) server implementation, enabling document searching, index analysis, and cluster management through a set of tools. It offers functionalities like listing indices

This repository provides an MCP server for Windows, enabling secure command-line interactions via PowerShell, CMD, Git Bash, and SSH. It allows controlled access for MCP clients to perform operations on your system.

Lightweight C++ MCP (Model Context Protocol) SDK

This repository offers marketing tools for LLMs, based on Open Strategy Partners' methodologies and the Model Context Protocol, to create value maps, taglines, position statements, and more for effective product communication.

This repository provides a Model Context Protocol (MCP) server for Xero, bridging the gap between the MCP protocol and Xero's API for standardized access to accounting and business features.

This repository provides a server for uploading, editing, searching, and generating videos using Video Jungle, leveraging custom URIs and metadata for efficient video management and edit creation. This repository provides