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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Autodesk Build MCP Server

A Model Context Protocol server implementation for Autodesk Construction Cloud Build that enables AI assistants to manage construction issues, RFIs, submittals, photos, forms, and costs through natural language.

Visum Thinker MCP Server

Provides structured sequential thinking capabilities for AI assistants to break down complex problems into manageable steps, revise thoughts, and explore alternative reasoning paths.

Remote MCP Server for Cloudflare

Allows deployment of a Model Context Protocol server on Cloudflare Workers without authentication requirements, enabling integration with Claude Desktop and AI Playground for tool augmentation.

MySQL MCP Server

A Model Context Protocol server that connects to MySQL databases, allowing execution of SQL queries, table listing, and schema inspection through Claude Desktop.

MCP Server Boilerplate

A starter template for building Model Context Protocol servers that integrate with AI assistants like Claude and Cursor, providing custom tools, resource providers, and prompt templates.

MCP Calculator Server

A containerized MCP (Model Context Protocol) server that provides a simple calculator tool for adding two numbers, deployable to Kubernetes/EKS environments.

Project Data Standardization MCP

This MCP ensures consistent naming conventions for variables, database structures, and file organization by validating against project standards and providing smart naming suggestions.

Xiaohongshu MCP Server

An automation server that enables interaction with Xiaohongshu platform through browser automation, supporting functions like article search, content viewing, reading comments, and posting comments.

Indian Movies MCP Agent

Provides Indian movie recommendations within Claude Desktop, allowing users to filter by genre, language, rating, and year, search for specific films, or discover random recommendations from Bollywood and regional cinema.

AI Note MCP Server

A Model Context Protocol server that connects Claude Desktop to AI Note task management, enabling task creation, updates and management through natural language conversations.

Whoop MCP Server

A secure server that allows Claude Desktop application to access and process Whoop fitness data locally, using OAuth2 authentication to protect user privacy.

OpenBanking MCP Server

An MCP server that integrates with local Ollama LLMs to provide financial analysis through four specialized agents (Market Analyst, Portfolio Manager, Risk Analyst, and Explainability Agent) with comprehensive banking tools.

MCP Vector Memory

Provides AI coding agents with persistent, long-term memory through local semantic search and SQLite storage. It enables agents to save and retrieve architectural decisions or project context across different conversation sessions without requiring cloud services.

Saleor MCP Server

A Model Context Protocol server that enables AI assistants to interact with Saleor e-commerce data including products, orders, customers, and more.

MaiAgent MCP Server 3.0

An intelligent AI assistant routing and management platform that integrates 107 production-grade AI assistants into a unified enterprise intelligence service center.

Document QA MCP Server

An MCP server that enables users to query documents from Google Drive using AI assistance, providing tools for searching vector databases and generating answers based on document content.

baserCMS MCP Server

Model Context Protocol server implementation for operating baserCMS that enables GitHub Copilot and other agent modes to interact with baserCMS through its API.

MCP Server Boilerplate

A starter template for building Model Context Protocol servers that can integrate AI assistants with custom tools, resource providers, and prompt templates.

Vextra MCP Server

A server based on Model Context Protocol that processes and parses design files (Vextra/Figma/Sketch/SVG), enabling AI assistants to access and manipulate design content.

AI Use Cases MCP Server

A Model Context Protocol server that collects, analyzes, and manages AI use case data from various information sources with features for web scraping, data analysis, and trend identification.

MCP Server - Images

A Model Context Protocol server that enables AI-powered image generation through Stability AI and Black Forest Labs APIs, allowing users to create images from detailed text prompts with customizable settings and comprehensive metadata tracking.

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.

SaaSforIT Directory

AI-powered SaaS tool discovery API. Search 150+ curated business tools and get recommendations.

stylemcp

Brand rules for AI outputs. Validate and rewrite text to match your brand voice.

MCP WorkBoard CrunchTools

A secure Model Context Protocol server for interacting with the WorkBoard OKR and strategy execution platform. It enables users to manage user profiles and track goal progress through a standardized, containerized interface.

UniMCP4CC

Enables Claude Code to directly control Unity Editor, supporting scene manipulation, component operations, asset management, prefab handling, and audio control through natural language commands.

Remote MCP Server (Authless)

A template for deploying authentication-free MCP servers on Cloudflare Workers that can be accessed remotely from clients like Claude Desktop or the Cloudflare AI Playground.

copus

Search human-curated content recommendations from Copus - The Internet Treasure Map

Relentless MCP Server

Enables AI assistants to read from and write to Notion databases through the Relentless CMS API with built-in validation, automatic retries, and error handling for robust content management.

mcp-piknik-spot

Search for local nutritious food in your area: farms, restaurants, shops, markets and more. Chat with each location to find out things like: opening hours, offerings and parking spot availability. Think of Piknik.Spot as Google Maps for local food.