# LLM integration

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

MCP Assistant Server is an intelligent task analysis and tool recommendation server that integrates large language models, provides functions such as task analysis, tool recommendation, and context management, and supports use in development environments such as Cline and Cursor.

Fluent MCP is a modern framework for building Model Context Protocol (MCP) servers with intelligent inference capabilities. It supports AI integration, tool separation, and offloading of complex inferences, and uses a dual - layer LLM architecture for efficient inference.

Tutorial on integrating MCP servers with LLM applications

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

The Senechal MCP Server is a middleware that provides health data interfaces for LLM applications. It connects the Senechal API and language models through a standardized protocol, supporting resource loading, tool calls, and prompt template functions.

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 Triplewhale MCP Server is a server based on the Model Context Protocol (MCP) standard, used to connect large language models (such as Claude) with the Triplewhale platform and implement functions such as data analysis through natural language.

An AI agent based on Pydantic and Chainlit, supporting web browsing and multi-command protocol interaction

An Alpaca trading MCP server implemented in Python, allowing large language models (such as Claude) to interact with the Alpaca trading API through the standardized Model Context Protocol, supporting functions such as account management, market data query, and trading operations.

The PostgreSQL MCP Server is a model context protocol service that allows LLMs to interact with PostgreSQL databases, providing functions such as table creation, data CRUD operations, and schema inspection, and supports operations through the Claude desktop application.

This project is an MCP service for PostgreSQL, providing read-only access to the database, supporting query execution and schema viewing, and suitable for LLM integration.

A PHP-based tool for quickly building MCP servers, supporting the creation of tools, exposure of resources, and definition of prompts, simplifying LLM context management.

The Couchbase MCP server is a server that implements the MCP protocol, allowing LLMs to directly interact with the Couchbase cluster, providing functions such as queries and document CRUD operations, and supporting connections from multiple MCP clients.

An MCP server project for automating the PlayCanvas editor via LLM

An MCP server designed for Claude Desktop that can obtain transcripts via YouTube video URLs, expanding the application scenarios of LLM functions.

Quarkus MCP server extension, which provides a declarative API to simplify the implementation of MCP protocol server-side functions and supports HTTP/SSE transport protocols.

This project integrates Graphistry's GPU-accelerated graph visualization platform with the Model Control Protocol (MCP), providing advanced graph analysis capabilities for AI assistants and large language models, and supporting multiple data formats and network analysis functions.

Claude Debugs For You is a VS Code extension that enables interactive code debugging with LLMs (such as Claude) through the MCP server.

An RSS crawler server based on the MCP protocol, used for crawling and managing RSS subscription content and integrating with LLM.

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 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.

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.

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.

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 Firebird databases, allowing LLMs to securely access and manipulate databases.

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.