AI & ML
Embeddings, Vector DBs, and machine learning tools
5,471 servers in this category
mysql_mcp_server_pro
A professional MySQL MCP server that provides comprehensive database management including CRUD operations, anomaly analysis, SQL optimization, and health monitoring.
OpenAI o3 Search
An MCP server that provides advanced web search and problem-solving capabilities by delegating queries to OpenAI's high-reasoning models like o3, o4-mini, and gpt-5.
Aider
MCP (Model Context Protocol) Server. Aider MCP Server offloads AI coding tasks to Aider's specialized implementation, reducing costs and enhancing development efficiency through natural language code changes and model selection.
Context Generator
A context management tool that generates LLM-ready structured documentation from codebases, supporting modular configurations for files, git diffs, and repositories via MCP.
Everything Search
A cross-platform file search server that integrates with Windows Everything SDK, macOS Spotlight, and Linux locate command for ultra-fast filename and metadata retrieval.
LLMBasedOS
A local-first runtime and secure gateway for AI agents that provides a controlled environment for running MCP tools with explicit folder mounting and permission boundaries.
tinystruct
A lightweight Java application framework and MCP server providing unified tools for CLI and Web operations, including system execution, SQL querying, and resource management.
mcp-server-mas-sequential-thinking
An advanced Multi-Agent System (MAS) MCP server that provides sophisticated sequential thinking using 6 specialized AI agents for deep multi-dimensional analysis and intelligent routing.
minthcm
MintHCM is an open-source Human Capital Management system based on SuiteCRM, providing tools for recruitment, time management, and employee lifecycle management.
consult7
Analyze large codebases and document collections using high-context models via OpenRouter, OpenAI, or Google AI -- very useful, e.g., with Claude Code
@mseep/perplexity-mcp
An intelligent research and search assistant that leverages Perplexity's specialized AI models to provide real-time information retrieval, reasoning, and deep research capabilities.
Android-MCP
A lightweight bridge that allows AI agents to control Android devices via ADB, enabling UI automation, app navigation, and shell command execution without requiring specialized computer vision models.
Neovim Integration
A robust integration that connects Claude Desktop to Neovim via socket, allowing AI to view buffers, execute Vim commands, manage windows, and perform advanced editing and search tasks directly in the editor.
mcp-manager
simple web ui to manage mcp (model context protocol) servers in the claude app
Perplexity
Integrates Perplexity AI's powerful search capabilities into MCP clients, enabling real-time web research and news retrieval with customizable time filtering.
Dify
This MCP server bridges Dify workflows with MCP-compliant environments, allowing users to invoke specific Dify applications as tools by providing their API keys.
MaaMCP
MaaMCP enables AI assistants to automate Android devices and Windows applications using MaaFramework, featuring background execution, OCR recognition, and the ability to generate reusable automation pipelines.
chrome-devtools-mcp
A bridge between AI models and Chrome DevTools Protocol, allowing Claude to debug network requests, inspect the DOM, execute JavaScript, and monitor browser performance in real-time.
stealth-browser-mcp
A robust stealth browser automation server that bypasses anti-bot detections like Cloudflare. It offers comprehensive CDP-based element cloning, real-time network interception with AI-powered hooks, and modular tool management.
apktool-mcp-server
A specialized MCP server for Android reverse engineering that provides tools for decoding, analyzing, and modifying APK files using Apktool and Smali code analysis.
mcp-youtube-transcript
A robust MCP server for extracting YouTube video transcripts and metadata, featuring support for pagination, timestamps, and proxy configurations to bypass IP restrictions.
MCP Reasoner
A specialized MCP server that implements advanced reasoning algorithms like Beam Search and Monte Carlo Tree Search (MCTS) to help AI models explore multiple solution paths for complex problem-solving.
ImageSorcery MCP
ComputerVision-based 🪄 sorcery of image recognition and editing tools for AI assistants.
Obsidian
Bridges AI models with Obsidian knowledge bases, providing comprehensive tools for full-text search, note management, folder operations, and automated strategic insights through the Local REST API.
Windows Remote Control
A Windows-specific remote control server that enables AI models to perform mouse movements, keyboard inputs, window management, and screen captures through various automation providers.
Ultra (Multi-AI Provider)
A comprehensive MCP server providing unified access to major AI providers (OpenAI, Gemini, Azure, xAI) with built-in usage analytics, vector search, and cost tracking.
jadx-mcp-server
A specialized MCP server that integrates with JADX-GUI to allow LLMs to perform live reverse engineering, vulnerability analysis, and code exploration on Android APKs.
mcp-documentation-server
A TypeScript-based MCP server for local-first document management and semantic search, featuring Gemini AI integration for intelligent document analysis and natural language queries.
DevOps AI Toolkit
DevOps AI Toolkit provides AI-powered intelligence for platform engineering and Kubernetes operations, enabling natural language cluster querying and automated DevOps workflows through the Model Context Protocol.
Telegram-Client
A Telegram API bridge that manages user data, dialogs, messages, drafts, read status, and more for seamless interactions.