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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

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

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

CodeChecker

3

MCP (Model Context Protocol) Server. Integrates with Cursor IDE to provide real-time code review capabilities, leveraging GPT models for intelligent analysis and specific improvement suggestions.

Pinchwork MCP Server

3

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

Deep Research Gemini

3

A multi-agent deep research server that utilizes CrewAI and Gemini 2.5 Pro to perform complex web searches via the LinkUp API and synthesize findings into detailed reports.

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

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

ZBD (Bitcoin Lightning Network)

3

MCP (Model Context Protocol) Server. Integrates with the ZBD API to enable Bitcoin Lightning Network payments, allowing instant cryptocurrency transactions to email addresses, Lightning addresses, and ZBD Gamertags directly within conversations.

24 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.

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.

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

QuickBase

3

MCP (Model Context Protocol) Server. Integrates with QuickBase API for complete database operations including application, table, field, and record management with support for all field types, bulk operations, text search, report execution, and automated relationship creation.

21 tools

Tavily Search

3

MCP (Model Context Protocol) Server. Integrates with Tavily API to provide web search capabilities, returning AI-generated responses with source information in a containerized, cross-platform solution.

1 tool

Quantalogic Markdown Editor

3

A robust MCP server for thread-safe, structured editing of Markdown documents. It enables precise section-level operations like inserting, updating, and moving content with atomic transactions and validation.

12 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.

ddddocr CAPTCHA Recognition

3

A robust CAPTCHA recognition server that integrates the ddddocr library to provide text OCR, object detection, and slider matching capabilities via MCP.

4 tools

Screenshot

3

MCP (Model Context Protocol) Server. Enables AI to capture and analyze screenshots from a user's desktop on demand, providing visual context for troubleshooting or interacting with content that would otherwise be inaccessible through text-only communication.

1 tool

Scientific Paper Analyzer (Gemini)

3

MCP (Model Context Protocol) Server. Integrates with Google's Gemini API to enable searching, analyzing and exploring academic research papers with tools for citation graphs and detailed paper information retrieval

Hong Kong Immigration Department

3

MCP (Model Context Protocol) Server. Provides access to Hong Kong Immigration Department daily passenger traffic statistics since 2021, breaking down visitor flows by type and control point with flexible date filtering.

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

Ergo Blockchain MCP

3

An MCP server to integrate Ergo Blockchain Node and Explorer APIs for checking address balances, analyzing transactions, viewing transaction history, performing forensic analysis of addresses, searching for tokens, and monitoring network status.

7 tools

Standards

3

A specialized MCP server that automatically learns and persists user project preferences and coding standards across sessions using AgentDB vector memory.

5 tools

Matomo Analytics

3

A Model Context Protocol server that dynamically introspects your Matomo Analytics instance to expose all available API methods as AI-accessible tools. It enables assistants like Claude to query traffic overview, page performance, visitor demographics, and conversion goals directly.

63 tools

Nikto MCP

3

- A secure MCP server that enables AI agents to interact with Nikto web server scanner](- use with npx or docker).

3 tools

Esa.io

3

MCP (Model Context Protocol) Server. Integrates with esa.io knowledge management platform to enable searching, reading, creating, updating, and deleting posts and comments with support for advanced query parameters and content management features.

Replicate

3

MCP (Model Context Protocol) Server. Integrates with Replicate to provide access to AI models for image generation, with features like parameter customization and output resizing.

Wordle

3

A Go-based MCP server that interfaces with the New York Times API to retrieve Wordle solutions for research, pattern analysis, and hint generation.

1 tool

Solana

3

MCP (Model Context Protocol) Server. Integrates Solana blockchain with natural language commands to enable querying balances, handling transactions, and retrieving blockchain data.

44 tools