# LLM integration

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

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.

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.

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

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

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 Go is a server-side framework for the Model Context Protocol (MCP) implemented in Go, used to connect LLM applications with external data sources and tools. It provides core functions such as resource management, tool invocation, and prompt templates, and supports session management and middleware extension.

A TypeScript - based Figma MCP server that implements the model context protocol, providing a standardized interface for LLMs to access Figma resources and supporting file, component, and variable management.

A modular application demonstration based on FastMCP, integrating the MCP server, FastAPI interface, and LLM Agent functionality. It uses a modular design, supports dual operating modes, and LLM integration.

An MCP server project for automating the PlayCanvas editor via LLM

Todoist MCP Server Extended is a server implementation that integrates Claude or other MCP - compatible LLMs with Todoist, manages tasks through natural language, and optimizes the workflow efficiency of LLM.

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

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.

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

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.

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.

An MCP service implementation that connects LLM applications with the Unleash feature flag system

An MCP tool for retrieving and analyzing Sentry issues, supporting the retrieval of a single event or a list of project events, facilitating LLM analysis or processing.

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

An MCP server project based on Docker and MCPHost, supporting data retrieval from the database via curl and integrating Anthropic's LLM services.

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

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.

swagger-mcp is a tool for dynamically generating API tools. By parsing the JSON file of Swagger UI, it provides runtime-generated tool definitions for MCP clients. It supports multiple authentication methods and can be integrated with local or cloud-based LLM models.

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.

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.

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

The MCP Command Server is a secure system command execution service designed specifically for LLM applications such as Claude, providing a controlled command execution environment.

The EOSC Data Commons MCP Server provides an HTTP interface to help users find the required datasets and tools through a search API and large language models.

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.

The Model Context Protocol (MCP) is a protocol for seamless integration of LLM applications with external data sources. It provides .NET templates to simplify the development process, supports multiple operating modes, and includes a visual debugging tool.