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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

medical-billing-mcp

3

Open-source MCP server providing medical billing knowledge (ICD-10, CPT, denial codes) for AI assistants

Minecraft Bot Control

3

A sophisticated Minecraft bot controller that enables AI agents to interact with the game world using 30+ verified skills including mining, crafting, combat, and advanced structural building.

32 tools

YouTube MCP

3

A YouTube integration for MCP that allows users to search videos and perform playlist management tasks like creating, listing, and adding videos via the YouTube Data API v3.

Travel

3

A travel-focused MCP server providing searchable flight and hotel data based on IATA codes and city lookups through static JSON datasets.

2 tools

Pinchwork MCP Server

3

MCP server for Pinchwork - an agent-to-agent task marketplace with credits-based economy

AMap (Gaode Maps)

3

MCP (Model Context Protocol) Server. Integrates with AMap (Gaode Maps) API services in China for coordinate conversion, place searching, and transportation route planning between locations.

subcog

3

Subcog is a persistent memory system for AI coding assistants that captures decisions and context using hybrid semantic search and Git-based persistence.

23 tools

Baidu Search

3

A headless browser-based proxy that integrates Baidu AI Search into AI applications, providing automated web content extraction from the Chinese internet via the Model Context Protocol.

1 tool

xcode-mcp

3

MCP server for Xcode - enables AI assistants to create, build, test, and manage iOS/macOS projects programmatically

Tavily Search

3

MCP (Model Context Protocol) Server. Integrates the Tavily Search API to perform real-time web searches for fact-checking, research, and content generation.

1 tool

YouTube Captions

3

MCP (Model Context Protocol) Server. Extracts and transforms YouTube video content, providing metadata, multi-language captions, chapter information, and customizable markdown transcripts with search capabilities through the YouTube Data API.

4 tools

Project Hub (GitHub)

3

MCP (Model Context Protocol) Server. Integrates local project management with GitHub repositories, enabling streamlined version control, automated commits, and multi-account support for efficient development workflows.

51 tools

Begagnad (Swedish Second-Hand Marketplaces)

3

A specialized MCP server for searching Sweden's largest second-hand marketplaces, Blocket and Tradera, providing unified data for price comparison and market research.

5 tools

XRP Ledger

3

MCP (Model Context Protocol) Server. Integrates with the XRP Ledger blockchain to enable account management, transaction submission, and ledger data retrieval for XRP-related operations.

17 tools

Solesonic

3

A robust Spring Boot-based MCP server providing secure Jira integration and web search capabilities via OAuth2 JWT authentication. It serves as a foundation for building enterprise-grade MCP servers with Spring AI and advanced group-based authorization.

1 tool

Perplexity

3

MCP (Model Context Protocol) Server. Integrates Perplexity's question-answering capabilities, enabling natural language understanding and information retrieval for applications like chatbots and research tools.

6 tools

Download Tools (ComfyUI)

3

A toolset for ComfyUI that integrates gallery-dl and yt-dlp to download media from over 1000 platforms including Instagram, YouTube, and TikTok with support for authentication and resolution filtering.

Skills MCP

3

A package manager for AI agents that allows them to autonomously discover, install, and learn new task-specific capabilities from a global registry.

3 tools

Agile Planner MCP Server

3

Automatically generates structured agile backlogs with epics, features, and user stories from natural language descriptions, creating AI-optimized markdown files and directory structures.

2 tools

octocat-harry-potter-mcp-server

3

A tool-set for querying Harry Potter universe data (characters, spells, houses) and GitHub Octodex images, generated via the Postman Agent Generator.

6 tools

National Park Service

3

MCP (Model Context Protocol) Server. Integrates with the National Park Service API to provide structured park information for trip planning, exploration, and research applications.

2 tools

News API Aggregator

3

A robust news aggregation server that integrates five major news APIs with an automatic failover mechanism to ensure reliable access to global news articles.

1 tool

mcp-3d-style-cartoon-gen-server

3

A versatile MCP server that combines Google Gemini-powered 3D cartoon image generation with a comprehensive suite of secure file system management tools.

6 tools

Polish Sejm Legal Acts

3

A comprehensive MCP server for accessing, analyzing, and searching Polish legal acts from the official Sejm API (Dziennik Ustaw and Monitor Polski). It provides 14 specialized tools for metadata retrieval, multi-criteria document searching, and structural analysis of legal documents.

14 tools

Agent Server

3

MCP (Model Context Protocol) Server. Provides a foundation for building persistent agent systems with memory storage, user authentication, and n8n workflow integration designed for SaaS deployment and monetization.

WebMiliastra Nodes Editor

3

A specialized MCP server for managing WebMiliastra node graph documents and projects, facilitating the creation, validation, and storage of graph JSON files.

Triplyfy MCP

3

A remote MCP server that enables LLMs to plan, edit, and manage travel itineraries, including places, notes, and flights, directly within the Triplyfy platform.

Security-Use MCP Server

3

Enables AI assistants to scan project dependencies and Infrastructure as Code files for security vulnerabilities and misconfigurations. It also provides automated fixing capabilities to remediate identified security issues.

Langfuse

3

An MCP server that enables AI assistants to query and analyze LLM performance metrics from Langfuse analytics workspaces.

1 tool

Tornado Cash

3

This MCP server tracks Tornado Cash protocol events by querying The Graph's subgraph to reveal hidden asset trails and wallet interactions. It enables blockchain analysis and compliance investigations through real-time monitoring of deposits and withdrawals.

2 tools