# LLM integration

The MuseScore MCP server is a protocol service that connects MuseScore with LLM clients, supporting basic music creation through natural language, such as adding notes, deleting, creating tuplets, etc.

Geekbot MCP is a bridge service that connects LLM applications with the Geekbot workspace, providing the ability to access team data through natural language interaction.

A server project that allows LLMs to directly access Google Sheets data via the MCP protocol

A NodeJS-based MySQL MCP server that provides read-only database access capabilities, supporting LLMs to query the database structure and execute read-only queries.

The Neon MCP Server is a server based on the Model Context Protocol (MCP) standard, used to manage the context interaction between large - language models (LLMs) and the Neon database. It supports performing database operations through natural language instructions, such as creating projects, managing branches, running SQL queries, and migrations.

The Browserbase MCP Server is an open - source project based on the Model Context Protocol (MCP), providing cloud browser automation capabilities, supporting web page interaction, data extraction, screenshot taking, and JavaScript execution, etc., to help LLM applications seamlessly integrate with external data sources and tools.

The MCP server is used for the LLM integration process

The Nostr MCP Server is a service that provides Nostr network interaction capabilities for LLMs such as Claude, supporting functions such as obtaining user profiles, notes, long - form content, and tipping records.

A Kubernetes management server based on the MCP protocol that enables control of Kubernetes clusters through natural language interaction.

Anki MCP Server is a protocol server that enables interaction between LLM and the Anki flashcard software through the AnkiConnect API, supporting functions such as creating decks, adding notes, and searching for cards.

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

MySSL MCP Server is a website security detection tool developed by TrustAsia, which supports integration with LLM models for certificate security checking.

The Firebolt MCP Server is a service that implements the model context protocol, which can connect LLMs (large language models) with the Firebolt data warehouse, enabling AI assistants to directly query data, generate insights, and access documentation resources.

A Model Context Protocol server implementation for accessing the Up Bank API, aiming to test the API to explore its potential uses in daily LLM usage, such as transaction record management and consumption habit analysis.

An MCP server that connects to a ClickHouse database, supporting data analysis through natural language queries and integrating with LLMs such as Claude.

Tutorial on integrating MCP servers with LLM applications

The WSB Analyst MCP Server is a service that retrieves and analyzes WallStreetBets data in real-time. It supports market analysis through LLM clients such as Claude and provides functions like post filtering, detailed analysis, and external link collection.

The MySQL MCP Server is a read-only database access tool that adheres to the Model Context Protocol (MCP), providing LLMs with MySQL database schema discovery and query execution capabilities.

MCP Firebird is a service that implements the Anthropic Model Context Protocol (MCP) for the Firebird database, allowing large language models such as Claude to securely access and analyze database content.

MCP Firebird is a service that implements the Anthropic Model Context Protocol (MCP) for Firebird databases, allowing LLMs to securely access and manipulate databases.

The SingleStore MCP Server is a service based on the Model Context Protocol (MCP) for managing context between large language models (LLMs) and external systems. It supports interacting with SingleStore through natural language and simplifies complex operations.

A demonstration project showcasing the combination of the Model Context Protocol (MCP) with Pokemon data, including an MCP server, a client, and an HTTP server that allows LLMs to call Pokemon tools via OpenRouter.

This project demonstrates how to integrate a Model Context Protocol (MCP) server with multiple LLM agent frameworks, including Google ADK, LangGraph, OpenAI Agents, and Pydantic - AI. It connects different LLM providers through a standardized interface and uses Logfire for tracking and visualization.

An MCP server that provides OpenStreetMap-related tools for LLM chatbots

An example project of an MCP server demonstrating how to chat with DeepSeek and use MCP tool calls.

NWC MCP Server is a tool that connects a Bitcoin Lightning Network wallet to an LLM via the Nostr Wallet Connect protocol and supports multi - platform integration.

The NiFi MCP project provides a chat interface based on natural language interaction, allowing users to interact with Apache NiFi instances through LLM models, supporting querying, documenting, and operating NiFi components.

A lightweight MCP server that retrieves relevant documentation content from popular AI libraries such as LangChain, LlamaIndex, and OpenAI by combining web search and content parsing, providing language models with the function of dynamically querying the latest documentation.

The Scrapeless MCP Server is an open - source protocol project that seamlessly integrates LLM applications with external data sources and tools (such as Google Search) in a standardized way, providing dynamic context retrieval capabilities.

MCP development server and multi-platform LLM client support