#llm-integration

The Milvus MCP server enables AI applications to interact with Milvus vector databases using natural language commands. It allows AI models to perform vector searches, manage collections, and retrieve data without writing custom database queries. This integration facilitates seamless access to vector data, enhancing the capabilities of AI tools like Claude Desktop and Cursor.

Job platform for AI agents. Connect Claude, Cursor, or any MCP client. Search tech companies by their real stack, star the ones you'd actually work for, save jobs to your shortlist. Through conversation, populate your profile from a CV, manage applications, and let your agent surface roles that fit your skills. Tech-stack data comes from real job postings, not declared tags.

A production-grade Model Context Protocol (MCP) server for Microsoft SharePoint. Connect Claude Desktop, VS Code Copilot, Cursor, Continue, or any MCP-compatible AI agent to your SharePoint — read files, manage folders, and reason over your organisation's knowledge.

Give your AI agent unblockable browser access. Aluvia routes traffic through premium mobile carrier IPs to bypass 403s, CAPTCHAs, and WAFs automatically.

MCP server for Terraform — automatically validates, secures, and estimates cloud costs for Terraform configurations. The Binadox solution integrates with any Model Context Protocol (MCP) client (e.g. Claude Desktop or other MCP-compatible AI assistants).

A Model Context Protocol (MCP) server that allows you to manage your daily routine TickTick tasks with LLMs!

MCP-Airflow-API is a Model Context Protocol (MCP) server that transforms Apache Airflow REST API operations into natural language tools for LLM integration. Built for DevOps engineers, data engineers, and Airflow administrators who need intuitive cluster management capabilities.

Clipboard MCP Server An MCP server that allows LLM models to save relevant output directly to your system clipboard for immediate use.

Provides context optimization tools to extract targeted information rather than processing large files and command outputs in their entirety.

MCP Client & Server

A proof-of-concept for publish design system guidance and code snippets as an MCP server for usage with LLMs

MCP Server for Use Motion Task Management System

A Model Context Protocol (MCP) application for automated GitHub PR analysis and issue management. Enables LLMs to fetch PR details, analyse diffs, manage issues, and handle releases through a standardised interface

Enterprise-ready vector database toolkit for building searchable knowledge bases from multiple data sources. Supports multi-project management, automatic ingestion from Confluence/JIRA/Git, intelligent file conversion (PDF/Office/images), and semantic search. Includes MCP server for seamless AI assistant integration in development environments.

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MCP server for Microsoft Sentinel. Enables access to Sentinel logs, incidents, analytics, and Entra ID data via a modular, queryable interface. Strictly non-production. Designed for use with Claude and other LLMs.

MCP server for n8n integration with Claude and other LLMs

MCP-based SSH tool for LLMs to interact with remote servers.

Model Context Protocol (MCP) server implementation for Aytch4K applications. The MCP server provides an interface for Large Language Models (LLMs) to interact with Aytch4K applications.

MCP (Model Context Protocol) Server for Max (Max/MSP/Jitter)

An MCP server implementation of Couchbase that allows LLMs to directly interact with data in Couchbase clusters, such as running natural language queries.

An MCP server providing real-time GitHub data to LLMs, enhancing their software development capabilities.

🌐🔌 An MCP server that exposes real-time sensor data from IoT Realm devices—such as ESP32-based DHT11 clients—to LLMs via the Model Context Protocol. This enables AI agents to access, analyze, and act upon live environmental data.

Fetch on steroids. Allow to retrieve content from any web pages, including those protected by Cloudflare and other security systems.

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Connect your LLM to interact with Todoist tasks and projects. Access all the Todoist API right from your LLM.

Tally Prime MCP (Model Context Protocol) Server implementation to feed Tally ERP data to popular LLM like Claude, ChatGPT supporting MCP

Interact with lightning addresses and use other common lightning tools with your LLM

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MCP server for myanimelist integration with LLMs

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An MCP server implementation that integrates with optivus, providing video transcribe capabilities (e.g. YouTube, Facebook, Tiktok, etc.) for LLMs

MCP server for exposing command-line tools to LLMs

A Model Context Protocol (MCP) server that provides Gmail access for LLMs, powered by the MCP Python SDK.

MCP server for LLM integration

An MCP-compliant external connector server enabling Claude and other LLMs to interact with web APIs, filesystem, and custom resources

mcp server for all types of database that connects with LLMs

Centralized Model Context Protocol (MCP) servers for use across all projects

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MCP server that transcribes webpages for LLMs to use by providing the url to the LLM.

** THIS REPO HAS MOVED TO

Model Context Protocol Servers for Milvus

An example Model Context Protocol server that provides weather data to LLMs.

MCP server for Nile Database - Manage and query databases, tenants, users, auth using LLMs

MCP to connect LLMs to Appwrite

MCP server that allows simple SAP GUI interaction for LLM models using simulated mouse clicks and keyboard input.

Adapters for integrating Model Context Protocol (MCP) tools with LangChain.js applications, supporting both stdio and SSE transports.

Model Context Protocol Server to facilitate llms to able to decode, encode, transcode, mux, demux, stream, filter and play pretty much anything that humans and machines have created.

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An MCP server for processing Kafka events and enabling LLMs to interact with event streams

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MCP Server for Development Utilities

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MCP server that creates its own tools as needed

An MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP). This server is built with the FastMCP framework, which enables LLMs to explore and query SQLite databases with built-in safety features and query validation.

This MCP allows an LLM to play and use Spotify.

(by LucasHild) - This server enables LLMs to inspect database schemas and execute queries on BigQuery.