# LLM Integration

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 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.

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

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

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

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.

A GitHub MCP Server project based on TypeScript that allows MCP-compatible LLMs (such as Claude) to interact with the GitHub API through this server.

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.

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

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 Storm MCP server is an open protocol that enables seamless integration of LLM applications with RAG data sources and tools, supports custom embedded models and vector database connections, and provides functions such as context sharing, tool systems, and file management.

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.

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

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

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.

The @cmmv/mcp module of CMMV implements the Model Context Protocol (MCP), providing a standardized interface for CMMV applications, supporting the interaction between LLMs and applications, and including functions such as tool registration, validation, and connection management.

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.

The Fish Audio MCP Server is a middleware that provides text-to-speech services. It achieves seamless integration with LLMs such as Claude through the Model Context Protocol, supporting multilingual, multi-tone, and real-time streaming audio generation.

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.

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.

The MongoDB MCP Server is a service that allows LLMs to directly interact with MongoDB databases, supporting querying collections, checking schemas, and managing data.

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.

An MCP service that searches for pub.dev packages through natural language queries and performs basic arithmetic calculations

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.

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

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.

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