# MCP Protocol

This project provides an MCP server that interacts with the Cisco APIC controller, supporting local invocation through Claude and VS Code, and includes functions such as APIC credential configuration, tool registration, and Docker support.

An experimental MCP server developed for the Kafka monitoring tool AKHQ, which helps AI assistants connect and assist users in working with AKHQ

This project implements two types of MCP protocol servers: the Echo Server for testing and the Browser-use Server based on browser automation tools, supporting LangChain integration and interaction with OpenAI.

Worker17 is a worker management system that combines 3D monitoring and the MCP protocol, including a Web visualization interface and server components, and supports AI-assisted management through Claude Desktop.

A memory bank server based on the Model Context Protocol (MCP) for cross - session management of project documents and context, helping AI agents (such as Claude) maintain consistent project knowledge through structured JSON - formatted global and branch - specific memory banks.

The MCP Teams Server is an implementation of the MCP protocol server for Microsoft Teams integration, supporting functions such as reading, creating, replying to messages, and mentioning members.

FastAPI-MCP is a toolkit that automatically exposes FastAPI endpoints as MCP protocol tools without configuration, supporting the rapid construction of MCP servers and connection with client proxies.

An MCP server project that supports interaction between AI assistants and the macOS version of the ChatGPT desktop application, enabling cross - application command sending and response retrieval.

An MCP server connected to the Heurist Mesh API, providing access to blockchain and Web3 tools for Claude

A Todo application based on natural language processing that uses the Google Gemini API to parse commands, MongoDB to store data, and achieves real-time updates through the MCP protocol.

mcp-kubernetes-ro is a Kubernetes read-only server based on the Model Context Protocol (MCP), providing AI assistants with secure read-only access to clusters. It supports operations such as resource querying, log retrieval, and API discovery, and can use local kubeconfig configuration without installing the kubectl binary.

Neo4j MCP server implementation that manages graph database operations through the Model Context Protocol, is compatible with Cursor and Claude Desktop, and supports Cypher query execution.

A read-only PostgreSQL query server implementing the MCP protocol, providing secure database query services for clients such as Claude Desktop.

The MCP Linear App is an AI tool that integrates with Linear through the Model Context Protocol (MCP), allowing AI assistants to directly interact with the Linear platform to achieve functions such as issue searching, creating, updating, and commenting.

The MCP LLMS - TXT documentation server is an open - source tool that allows developers to fully control the document retrieval tools used by IDEs (such as Cursor, Windsurf, etc.) through the MCP protocol, providing customized management and auditing functions for llms.txt files.

A File System MCP Server implemented in Go, providing basic file operation functions such as reading and writing files, directory management, and file search, and supporting interaction through the Model Context Protocol.

The MindManager MCP Server is a service implementation based on the Model Context Protocol (MCP), providing a standardized interface for the `mindm` library to interact with MindManager on Windows and macOS. It allows for the programmatic operation of elements such as mind map documents, topics, and relationships through the MCP protocol and supports exporting mind maps to multiple formats for use by LLMs.

This project provides a set of script tools for conveniently starting and managing MCP (Model Context Protocol) servers. It supports foreground and background modes and includes functions such as log management and process monitoring.

An MCP system implementation based on C++, including host, client, and server components, supporting interaction with LLM through the command line and calling various tool services.

Basic Memory is a tool for building persistent knowledge through natural conversations with large language models (LLMs). It stores data locally in Markdown files and implements the MCP protocol for two - way knowledge management.

A Homebrew package management MCP server designed for macOS, implemented in Python, supporting seamless integration with MCP-compatible clients such as Claude Desktop.

A service implementation for retrieving data such as PDF from AWS S3 via the MCP protocol

The MSSQL MCP Server is an enhanced database management tool that provides comprehensive access to the Microsoft SQL Server database for language models through a standard interface. It supports 23 types of database operation tools, including advanced functions such as schema inspection, query execution, and stored procedure management.

A server that allows AI assistants to control Apple Shortcuts through the MCP protocol to trigger automation tasks

A UUID generation server based on the MCP protocol, providing version 4 UUID generation services.

Chromia MCP is a tool that connects Claude AI with the Chromia wallet for sending CHR token transactions

revit-mcp is a project that interacts with Revit via the MCP protocol. It provides server-side tools and needs to be used with the revit-mcp-plugin. It supports AI to retrieve Revit data, drive operations, and execute code.

An Israeli bank account management project based on the MCP protocol, supporting transaction query and authentication of multiple banks and credit card companies

A Python wrapper based on FastAPI for connecting to the Bitbucket MCP server written in TypeScript, providing a REST interface to manage pull requests.

The Valyu MCP Server is a model context protocol server that provides knowledge retrieval and feedback API services.