AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
medical-billing-mcp
Open-source MCP server providing medical billing knowledge (ICD-10, CPT, denial codes) for AI assistants
Minecraft Bot Control
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.
YouTube MCP
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
A travel-focused MCP server providing searchable flight and hotel data based on IATA codes and city lookups through static JSON datasets.
Pinchwork MCP Server
MCP server for Pinchwork - an agent-to-agent task marketplace with credits-based economy
AMap (Gaode Maps)
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
Subcog is a persistent memory system for AI coding assistants that captures decisions and context using hybrid semantic search and Git-based persistence.
Baidu Search
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.
xcode-mcp
MCP server for Xcode - enables AI assistants to create, build, test, and manage iOS/macOS projects programmatically
Tavily Search
MCP (Model Context Protocol) Server. Integrates the Tavily Search API to perform real-time web searches for fact-checking, research, and content generation.
YouTube Captions
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.
Project Hub (GitHub)
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.
Begagnad (Swedish Second-Hand Marketplaces)
A specialized MCP server for searching Sweden's largest second-hand marketplaces, Blocket and Tradera, providing unified data for price comparison and market research.
XRP Ledger
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.
Solesonic
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.
Perplexity
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.
Download Tools (ComfyUI)
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
A package manager for AI agents that allows them to autonomously discover, install, and learn new task-specific capabilities from a global registry.
Agile Planner MCP Server
Automatically generates structured agile backlogs with epics, features, and user stories from natural language descriptions, creating AI-optimized markdown files and directory structures.
octocat-harry-potter-mcp-server
A tool-set for querying Harry Potter universe data (characters, spells, houses) and GitHub Octodex images, generated via the Postman Agent Generator.
National Park Service
MCP (Model Context Protocol) Server. Integrates with the National Park Service API to provide structured park information for trip planning, exploration, and research applications.
News API Aggregator
A robust news aggregation server that integrates five major news APIs with an automatic failover mechanism to ensure reliable access to global news articles.
mcp-3d-style-cartoon-gen-server
A versatile MCP server that combines Google Gemini-powered 3D cartoon image generation with a comprehensive suite of secure file system management tools.
Polish Sejm Legal Acts
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.
Agent Server
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
A specialized MCP server for managing WebMiliastra node graph documents and projects, facilitating the creation, validation, and storage of graph JSON files.
Triplyfy MCP
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
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
An MCP server that enables AI assistants to query and analyze LLM performance metrics from Langfuse analytics workspaces.
Tornado Cash
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.