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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

CreateveAI Nexus

6

CreateveAI Nexus is an open-source enterprise bridge that connects AI agents to internal systems, databases, and manufacturing data using the Model Context Protocol, with specific support for Azure deployment and Microsoft Copilot Studio.

Playwright Browser Automation

6

MCP (Model Context Protocol) Server. Enables AI models to perform web automation tasks by controlling headless browsers through a server-side Playwright implementation.

Background Process Manager

6

A robust background process manager that allows LLMs to execute, monitor, and control long-running shell commands through a standardized interface including a TUI for manual oversight.

6 tools

VseGPT Image Generator

6

MCP (Model Context Protocol) Server. Integrates with VseGPT API to generate images from English-language prompts and store them locally with timestamp-based filenames.

mkdocs-mcp-plugin

6

A comprehensive MCP server for MkDocs that provides AI agents with hybrid search, semantic retrieval, and project management tools for local documentation.

8 tools

Voice Recorder (Whisper)

6

MCP (Model Context Protocol) Server. Integrates with OpenAI's Whisper model to provide voice recording and transcription capabilities for applications requiring speech-to-text functionality.

3 tools

Rayon Design CAD

6

MCP (Model Context Protocol) Server. Integrates with Rayon Design CAD interface using browser automation to enable shape creation and drawing method searches for AI-assisted design workflows.

arXiv

6

An MCP server for searching and analyzing Software Engineering papers on arXiv, featuring PDF retrieval, trend analysis, and research material export.

8 tools

Perplexity

6

MCP (Model Context Protocol) Server. Integrates with Perplexity AI's language models, enabling enhanced interactions through chat completions and single-query tools.

2 tools

Memory Graph

6

MCP (Model Context Protocol) Server. Provides long-term memory storage for LLM conversations using Redis Graph, enabling persistent knowledge graphs for maintaining context across interactions and building complex information networks.

7 tools

Berlin Transport

6

MCP (Model Context Protocol) Server. Provides direct access to Berlin's public transportation data for searching stops, retrieving real-time departures, and planning optimal routes between locations.

3 tools

LLM Jukebox

6

A tool-capable MCP server that integrates with YouTube and yt-dlp to allow Large Language Models to search, download, and manage music playback locally.

Solana Vault

6

MCP (Model Context Protocol) Server. Enables secure Solana blockchain operations including balance checking, SOL transfers, transaction history retrieval, and token queries without exposing private keys to client applications

5 tools

Browse Together (Playwright)

6

MCP (Model Context Protocol) Server. A co-browser controlled by both you and your AI assistant

7 tools

Harbor Container Registry

6

MCP (Model Context Protocol) Server. Enables AI systems to manage Harbor container registry resources including projects, repositories, tags, and Helm charts for streamlined DevOps workflows.

11 tools

Github

6

A Model Context Protocol (MCP) server that provides 29 Git operations + 11 workflow combinations for AI assistants and developers. This server exposes comprehensive Git repository management through a standardized interface, enabling AI models and developers to safely manage complex version control workflows.

27 tools

Google Drive

6

MCP (Model Context Protocol) Server. Provides a bridge to Google Drive for searching files and retrieving document content without manual browsing, enabling document analysis and reference material access.

Azure Table Storage

6

MCP (Model Context Protocol) Server. Enable efficient storage, retrieval, and querying of structured data in the cloud for large-scale applications.

3 tools

HR Policy Chatbot

6

MCP (Model Context Protocol) Server. Enables HR departments to provide workplace policy information through a RAG-based chatbot that indexes, retrieves, and generates answers from PDF documentation with email sending capabilities.

interactive-terminal

Needs Setup
6

MCP server for real interactive terminal sessions — REPLs, SSH, databases, Docker

RAG-DuckDB

6

A DuckDB-powered RAG server that provides document processing, semantic search, and hybrid retrieval with specialized chunking for code and text files. It integrates with MCP to offer advanced vector analytics and document retrieval capabilities.

Pentest Tools

6

MCP (Model Context Protocol) Server. Enables AI to perform comprehensive penetration testing and security assessments on web applications and networks using tools like Nmap, SQLMap, and XSStrike for vulnerability detection and exploitation.

Think

6

MCP (Model Context Protocol) Server. Enhances Claude's reasoning capabilities with OpenAI's o3-mini model for multi-step analysis of complex problems while maintaining variables throughout extended reasoning chains.

1 tool

mcp-tutorial-complete-guide

6

Comprehensive guide for building AI tools using Model Context Protocol (MCP). Learn to develop, secure, and deploy production-ready AI integrations.

cadre-ai

6

Your AI agent squad for Claude Code. 17 specialized agents, persistent memory, desktop automation, and a common sense engine.

CrewAI (Near Intents)

6

MCP (Model Context Protocol) Server. Leverages the CrewAI framework in combination with OpenAI API to orchestrate multi-agent workflows for automated research, data analysis, and problem-solving across domains.

3 tools

Riksarkivet

6

An MCP server for exploring Swedish historical archives, providing full-text search across millions of transcribed documents and high-resolution image access via IIIF.

2 tools

Gmail

6

A Gmail integration for Claude that enables searching, reading content, and listing recent emails using the official Gmail API.

3 tools

medRxiv

6

Enable AI assistants to search and access medRxiv papers through a simple MCP interface.

3 tools

Marginalia Search

6

MCP (Model Context Protocol) Server. Integrates Marginalia Search to discover non-commercial and independent web content for research, trend analysis, and alternative perspectives.

3 tools