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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

wow-mcp

A comprehensive MCP server that wraps the complete World of Warcraft retail API into 197 tools for Game Data and Profile information. It enables users to query character statistics, achievements, collections, and game mechanics across all global regions and locales.

Deezer 1 MCP Server

An MCP server that provides access to the Deezer API, allowing AI models to interact with music services through standard tools.

1 tool

Verblaze MCP Server

A localization management server that connects AI assistants to Verblaze, allowing automated translation, language configuration, and screen management through natural language.

10 tools

MySQL MCP Server

A lightweight MySQL MCP server that enables LLMs to interact with databases through tools for schema inspection and query execution. It features LLM-friendly formatting, SSL support, and a secure read-only mode with query timeout protections.

Fotocasa1 MCP Server

A specialized MCP server for the Fotocasa1 API providing comprehensive real estate search capabilities in Spain, including location autocompletion, detailed property listings, and specific unit information.

3 tools

rubiks-cube-mcp-server

A specialized MCP server for Rubik's Cube simulation and solving, featuring 3D real-time visualization, standard move notation support, and interactive game session management for AI agents.

4 tools

Midjourney Best Experience MCP Server

A robust MCP server for the Midjourney Best Experience API, enabling image generation, upscaling, variations, and zooming with support for both fast and relax modes.

5 tools

McpSystem

An AI-powered project consultant for Android development that integrates GitHub repository analysis with RAG-based documentation retrieval for intelligent code reviews and chat assistance.

12 tools

AppsFlyer MCP Server

Integrates AppsFlyer analytics data with AI assistants, allowing users to fetch various aggregate data reports from AppsFlyer Pull API with secure authentication.

Oura Ring MCP Server

Enables access to Oura Ring health data including sleep patterns, activity metrics, readiness scores, heart rate, workouts, and stress measurements with AI-powered analysis and personalized recommendations.

AnyList MCP Server

Enables AI assistants to interact with AnyList for managing shopping lists, recipes, and meal planning. Users can retrieve recipe details, add ingredients to lists, and schedule meals on their AnyList calendar.

Claude Talk to Figma MCP

Enables AI assistants like Claude Desktop to interact directly with Figma, allowing natural language commands to create, modify, and analyze designs including shapes, text, components, and layouts in real-time.

MCP Commute Assistant

A smart commute assistant that monitors travel routes via the Amap API and sends automated notifications to DingTalk. It enables users to schedule daily route checks and receive real-time traffic updates using a modular MCP-based architecture.

ContainerGuardMCP

A container security monitoring and management tool that provides remote Docker/SSH connectivity, real-time log analysis, and automated security scanning for containerized environments.

8 tools

AIE7-MCP-Session

A demonstration MCP server that provides web search capabilities by bridging the Tavily API to any MCP-compatible LLM client.

1 tool

manim-mcp

A Model Context Protocol server that enables AI models to generate mathematical animations by compiling Manim Python code and serving the resulting video files.

2 tools

QueryWeaver

An open-source Text2SQL tool that transforms natural language into SQL using graph-powered schema understanding. Ask your database questions in plain English, QueryWeaver handles the weaving.

testrail-mcp

A comprehensive MCP server enabling AI tools to interact with the TestRail API, providing full coverage for managing test cases, runs, suites, results, and attachments directly within AI-powered development environments.

77 tools

ocp-viewer-mcp

An MCP server that captures screenshots from the OCP CAD Viewer, enabling AI assistants to visually inspect and analyze 3D CAD models from CadQuery and Build123d.

1 tool

Prometheus MCP

A proof-of-concept Prometheus MCP server, which likely enables Claude AI to interact with Prometheus monitoring systems through the Model Context Protocol.

pfclaude

An MCP server for pfSense that provides bidirectional control and an emergency 'onboard brain' for autonomous network recovery. It exposes a comprehensive suite of tools for managing firewall rules, NAT, DHCP, VPNs, routing, and system diagnostics.

62 tools

ibm-cloud-object-storage-mcp-server-by-cdata

A read-only MCP server that allows LLMs to query IBM Cloud Object Storage data using SQL via the CData JDBC driver, exposing data as relational models.

6 tools

mcp

A comprehensive MCP server that exposes the full range of Meilisearch search engine APIs as tools, including document management, index configuration, and advanced vector search capabilities.

81 tools

usaspending-mcp-server

This leverages the official source of government spending data USASPENDING.gov. Which enables one to track government spending over time, search government spending by agency, explore government spending to communities, and much mor

National Parks MCP Server

Provides access to the National Park Service API to search for U.S. national parks, view park details, check alerts and closures, find visitor centers, campgrounds, and upcoming events.

紫微斗数 MCP 服务器 (MCPIztro)

A Model Context Protocol server that provides accurate Chinese Ziwei Doushu astrology chart calculations and horoscope analysis, enabling AI assistants to generate personalized astrological readings through natural language queries.

Vibe Math MCP

Provides 21 mathematical tools across 6 domains including basic calculations, array operations, statistics, financial mathematics, linear algebra, and calculus. Supports batch execution for complex multi-step workflows with intelligent dependency resolution.

Notion MCP Server

Enables interaction with Notion workspaces through the Notion API, allowing users to search, read, comment on, and create pages and databases using natural language commands.

MySQL MCP Server

Enables natural language database operations on MySQL databases with AI integration, supporting CRUD operations, schema inspection, and audit logging with built-in security features including SQL injection protection and permission controls.

Malaysian Weather MCP Server

A production-ready MCP server that fetches real-time weather forecasts from MET Malaysia's official API, providing AI assistants with detailed daily and seven-day forecasts for Malaysian cities and districts.

2 tools