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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Databricks MCP Server

A fixed Model Completion Protocol (MCP) server that enables LLMs like Claude Code to interact with Databricks functionality including clusters, jobs, notebooks, and SQL execution through natural language commands.

Selenium MCP Server

A Model Context Protocol server that enables AI assistants to control web browsers programmatically, allowing for web automation through natural language commands.

Skemati.ca MCP SSE Server

A Model Context Protocol (MCP) server implementation that uses Server-Sent Events (SSE) to enable real-time, server-pushed updates between AI models and tools over HTTP connections.

Universe MCP

Bridges legacy MultiValue databases to modern AI assistants like Claude Desktop, allowing natural language queries and data manipulation through a secure, OAuth-authenticated connection.

MCP Voice/Text-Controlled Q-SYS Demo

AI-powered system that enables voice and text control for Q-SYS audio systems using OpenAI Agents SDK and Model Context Protocol.

Dev MCP Prompt Server

A lightweight server that provides curated, high-quality prompts for common development tasks like UI/UX design, project setup, and debugging to enhance AI-powered development workflows.

AARO ERP MCP Server

A Model Context Protocol server that enables Claude Desktop integration with AARO ERP system, allowing users to perform stock management, customer management, order processing, and other core ERP operations through natural language commands.

MCP RedNote Downloader

A locally-run MCP server that enables downloading images, videos, and LivePhotos from Xiaohongshu (RedNote) and retrieving detailed work information through URL-based queries.

OrigeneMCP

An advanced integrated MCP server platform that combines 600+ tools and multiple biomedical databases to enable comprehensive information retrieval across molecules, proteins, genes, and diseases for accelerating therapeutic research.

Whisper CLI MCP Server

An MCP server that provides shell command execution and OpenAI Whisper transcription capabilities for audio files.

Rec-MCP

A Model Context Protocol server that enables searching for camping facilities and recreational areas using Recreation.gov's API and Google Maps Geocoding.

KiteMCP

A command-based MCP server that enables programmatic stock trading on Zerodha through natural language interfaces like Claude, allowing users to buy and sell stocks via API calls.

Vertica MCP Server

A Model Context Protocol server that enables AI assistants to interact with Vertica databases through SQL queries, schema inspection, database documentation, and data export capabilities.

BlenderMCP

Connects Blender to Claude AI through the Model Context Protocol, enabling AI-assisted 3D modeling, scene creation, and manipulation through natural language commands.

MCP Weather SSE Server

A Model Context Protocol server that provides real-time weather data to AI clients through Server-Sent Events, enabling them to fetch current weather conditions, multi-day forecasts, and location-based weather information.

Gremlin Web Scraper MCP

A lightweight HTTP module that enables scraping visible text from any publicly accessible webpage, integrating directly with VS Code's MCP system.

ibapi-mcp-server

This project creates a middleware server that connects to Interactive Brokers Gateway and exposes its functionality through the FastMCP framework. This allows LLMs like Claude to interact with your IB account, retrieve portfolio information, and potentially execute trades.

MCP Person Registration System

A system that manages person records through natural Turkish language commands processed by an AI Agent, connecting to an Express+PostgreSQL MCP server for CRUD operations.

Streamable HTTP MCP Server

Implements a Model Context Protocol server that enables streaming communication between Azure OpenAI GPT-4o and tool services, allowing for real-time intelligent tool usage via Server-Sent Events.

Polar Signals Remote MCP

MCP server for Polar Signals Cloud continuous profiling platform, enabling AI assistants to analyze CPU performance, memory usage, and identify optimization opportunities in production systems.

Modular MCP Server

A scalable, auto-discovering Model Context Protocol server that dynamically loads tools from the tools directory, enabling LLMs to access various capabilities through a standardized interface.

MCP Database Server

This server provides database access capabilities to Claude, supporting SQLite, SQL Server, PostgreSQL, and MySQL databases.

Trae Rules Generator MCP

An MCP service that automatically generates and manages rule files for Trae AI projects, allowing users to create, read, update, and customize project rules based on project type and features.

Knowledge Base MCP Server

A mem0-like memory system for GitHub Copilot that provides persistent knowledge storage and retrieval capabilities using local ChromaDB.

Outlook MCP Server

Provides Claude with access to Microsoft Outlook through the Microsoft Graph API, enabling management of emails, calendar events, and folders across multiple accounts.

MCP Memory Tracker

A Model Context Protocol (MCP) server that provides persistent memory capabilities using OpenAI's vector stores, allowing AI assistants to save and search through memories across conversations.

Weather MCP Server

Enables AI assistants to access real-time US weather forecasts and alerts through the National Weather Service API.

Multi-Platform Ads MCP Server

Manages advertisements across multiple platforms including Facebook, Google, and TikTok with a unified interface for campaign performance monitoring and status management.

MCP Agent Coordinator

A Model Context Protocol server for coordinating multiple parallel agents working on the same project within an IDE, managing projects, tasks, todo items, and file locking to enable safe concurrent development.

PostgreSQL MCP Server

A Model Context Protocol server providing read-only access to PostgreSQL databases, enabling LLMs to inspect database schemas and execute read-only SQL queries.

AI & ML MCP Servers — Page 451 | MCP Hub