# LLM Integration

An MCP server prototype designed for Santa, driving the Santa toolchain through LLM

A command - line code summarization tool based on Gemini Flash 2.0, supporting MCP server integration

This is an MCP server framework based on Ruby, implementing the Model Context Protocol (MCP), allowing large language models to invoke tools (such as generating random numbers). The project includes functions such as protocol processing, tool management, and logging, and supports integration with LLMs such as Claude.

Paprika-3-MCP is a service based on the Model Context Protocol (MCP) that allows users to access and manipulate recipe data in the Paprika 3 application through LLMs (such as Claude), supporting recipe creation and update.

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.

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.

A Model Context Protocol server implemented for NebulaGraph, providing graph database access and query functions, and supporting LLM tool system integration.

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.

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

A server implementing the Model Context Protocol, providing access to the NebulaGraph database, supporting graph data exploration and query, and easy to integrate with LLM tool systems.

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.

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

Anchor MCP is an MCP CLI server template designed for Anchor programs, supporting the integration of LLM applications with external data sources.

Introduce how to use AutoNavi Maps MCP Server to implement the interaction between LLM and map services

The Peaka MCP Server is a service that implements the Model Context Protocol (MCP), providing text-to-SQL capabilities and allowing LLMs to inspect database schemas and execute SQL queries.

A Vite plugin that provides MCP server functionality to help LLMs understand the React application context, supporting component highlighting, state retrieval, component tree display, and unnecessary re-render detection.

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.

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

This project implements a minimized MCP project to understand how the MCP system works. The project calls the LLM service through Deepseek's API_KEY, supports multi - task processing, and includes example services such as weather and stock queries.

The MCP Rust CLI server template is a Rust-based implementation that demonstrates how to build a CLI service compliant with the Model Context Protocol standard, facilitating the integration of LLM applications with external data sources and tools.

An enterprise-level high-performance MCP server supporting Wasm and Rust, providing an integration platform for tools, resources, and process prompts 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.

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

An MCP server that provides network-related tools, allowing LLMs to interact with web page content through standardized tools, including functions such as web scraping, and supports integration with platforms like Claude.

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.

The NWC MCP Server is a tool that connects Bitcoin Lightning wallets with LLMs, enabling payment functions through the Nostr Wallet Connect protocol.

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.

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 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.