# LLM Integration

A CLI tool built on Rust to assist with code-related tasks, supporting autonomous exploration of the codebase, file reading and writing, working memory management, file summarization, and interactive communication, and can run as an MCP server.

Unity - MCP is a bridge tool that connects large language models (LLMs) and the Unity Editor. By exposing Unity Editor functions to AI clients, it enables an AI - driven automated development process. It supports custom tool extensions and currently provides core functions such as game object management, scene operations, and asset handling. It is mainly suitable for the Unity Editor environment.

The OracleDB MCP Server is a server that provides Oracle database table/column context to LLMs, supporting interaction with the database through LLM prompts, generating SQL statements, and returning results.

The Ollama-MCP-server is a protocol server that connects local Ollama LLM instances with MCP-compatible applications, providing functions such as task decomposition, result evaluation, and model management, and supporting standardized communication and performance optimization.

The Quarkus Model Context Protocol (MCP) Server is an open-source protocol server that supports easy integration of LLM applications with external data sources and tools through declarative and programmatic APIs.

This project is a server based on the Model Context Protocol (MCP), which realizes seamless integration with the Milvus vector database and provides a standardized data access interface for LLM applications. It supports direct invocation of Milvus's search, query, and management functions in applications such as Claude Desktop and Cursor.

pymcp-sse is a lightweight Python library that implements the Model Context Protocol (MCP) based on HTTP/SSE transmission, providing functions such as modular framework, tool registration and discovery, server push, and LLM integration.

The Re-Stack MCP Server is a Model Communication Protocol server that aims to integrate Stack Overflow into LLM-based coding workflows via the Stack Exchange API, providing real-time access to the latest solutions and fixing Stack Overflow's feedback loop issues.

A model context protocol SDK implemented in TypeScript, supporting client and server functions for integration with LLMs.

This project uses the MCP protocol to develop an automated installation system for GitHub repositories. It includes a GitHub information analysis server and a local CLI execution server, and uses LLM to intelligently handle errors, simplifying the complex environment configuration process.

The MCP MongoDB Server is a model context protocol service that allows LLMs to interact with MongoDB databases, providing functions such as collection schema checking, query execution, and intelligent ID handling, and supporting read - only mode and security configuration.

A NodeJS-based MySQL read-only access MCP server that provides database schema checking and query functions for LLMs.

A secure Shell command execution MCP server that provides controlled Shell command execution capabilities for LLMs

The Alby Bitcoin Payments MCP Server integrates a Bitcoin Lightning wallet with an LLM through Nostr Wallet Connect (NWC), supports the LNURL and L402 protocols, and provides both local and remote connection methods.

An MCP server for MySQL databases based on NodeJS, providing database schema checking and SQL query execution capabilities for LLMs.

The Video Indexer MCP server provides tools and resources for interacting with the Video Indexer API, supporting the generation and retrieval of prompt content from video insights.

A server implementing the Schwab API Model Context Protocol (MCP), providing financial data interfaces for LLMs

A Python-based MCP protocol client and server that enables sending notifications to Telegram and receiving user replies, supporting custom urgency levels and timeout settings.

The DevBrain MCP server is a tool designed specifically for developers, capable of retrieving relevant high-quality code snippets, articles by independent developers, and blog articles based on user needs. It is similar to a web search but focuses on developer-curated content and can be integrated into LLM agents such as Claude to help developers implement features or obtain references.

sec-mcp is a Python security detection toolkit that provides security check functions for domains, URLs, IPs, etc. It supports integration with Python applications, use in the terminal CLI, or running as an MCP server to provide real-time threat insights for LLMs.

GraphRAG MCP is a hybrid retrieval system that combines the Neo4j graph database and the Qdrant vector database, providing document retrieval services that combine semantics and graph relationships for large language models.

This specification defines the standard configuration method for a local MCP server. Server information is described by creating Markdown files in the specified directory for LLMs to parse and use.

The Nostr MCP Server provides the ability to interact with the Nostr network for LLMs such as Claude, supporting functions like querying user information, articles, tip records, and anonymous tipping.

This project is a server - side based on the Model Context Protocol (MCP), providing a bridge for the Brandfetch API, enabling large language model (LLM) applications to search for brands and obtain detailed information.

The MCP Medium Accelerator is a server tool that allows users to extract the latest article links by entering a Medium article archive link, generate article summaries, and store them locally for subsequent queries. It supports integration with LLMs such as Claude Desktop.

The MCP Rust CLI server template is a simple application template that demonstrates how to implement an MCP CLI server in Rust, used to connect LLM applications with external data sources and tools.

Proof - of - concept project for the MCP server based on Uber Eats

An MCP server that supports standard dice notation, providing dice - rolling functionality for large language models and returning the results and sum of each roll.

The ActivityWatch MCP Server is a middleware that connects to the time - tracking tool ActivityWatch, allowing LLM models like Claude to access users' time - tracking data through a standard protocol.

A prototype of the MCP server based on Uber Eats, enabling seamless integration between LLM applications and external tools