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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Flowbite-Svelte

6

An MCP server providing programmatic access to exhaustive Flowbite-Svelte component documentation, enabling AI models to search, list, and retrieve UI component specifications and code examples.

4 tools

AI Network MCP Server

6

A TypeScript implementation of the Model Context Protocol that enables AI agents to interact with the AI Network blockchain for account management, transaction submission, and DAG-based shared memory access.

Skill Retriever

6

A graph-based MCP server that discovers, resolves dependencies, and installs the minimal set of Claude Code components—including skills, agents, and commands—tailored to specific tasks.

mcp-safe-proxy

6

A lightweight stdio proxy that intercepts and rewrites MCP tool annotations to bypass security approval prompts in AI CLIs like Codex and Claude Code. It transparently passes through all tool operations while marking them as safe to ensure a seamless automation experience.

Spotify

6

A Spotify MCP server that enables voice-controlled playback, advanced playlist management with smart-batching, and music discovery through Claude.

discord-mcp

6

Manage your entire Discord server from Claude Code, Claude Desktop, Cursor, or Windsurf via MCP. 134 admin tools across 20 categories. Interactive setup wizard included.

Android Toolkit

6

A specialized Android development toolkit that bridges AI agents to the native Android toolchain for asset conversion, real-time log analysis, and device interaction.

7 tools

Orchestrator-MCP

6

A sophisticated MCP orchestrator that connects multiple servers (filesystem, git, search, etc.) through an AI enhancement layer for intelligent tool routing and multi-step workflow automation.

3 tools

ckan-mcp-server

6

MCP server for querying CKAN open data portals (package search, DataStore SQL, organizations, groups, tags)

Leantime MCP Bridge

6

A robust TypeScript-based proxy bridge using the official MCP SDK to connect clients with the Leantime project management system for managing projects and tasks.

Korean Open Data Portal

6

An MCP server that enables seamless searching, documentation retrieval, and execution of Korean Public Open Data APIs with automatic service key management.

3 tools

HeadHunter (hh.ru)

6

A comprehensive MCP server for HeadHunter (hh.ru) that enables AI assistants to search for job vacancies, manage resumes, and automate job applications with intelligent matching and scoring.

10 tools

X64Dbg MCP Server

6

A comprehensive MCP server enabling AI-assisted reverse engineering and debugging through deep integration with x64dbg. It provides over 80 tools for control over breakpoints, memory, registers, and process execution within the x64dbg environment.

88 tools

Keeper Secrets Manager

6

A tool-focused MCP server for Keeper Secrets Manager that enables AI agents to securely perform CRUD operations on secrets and folders, manage file attachments, and retrieve TOTP codes while maintaining human-in-the-loop security.

15 tools

Pane

6

Pane provides a visual communication layer for AI agents, allowing them to render diagrams, interactive forms, and maintain persistent state via a web interface.

10 tools

Wanyi Watermark Remover

6

A specialized MCP server for extracting watermark-free videos and images from Douyin and Xiaohongshu, featuring automated link parsing and AI-powered video transcription.

4 tools

React Native Godot

6

An MCP server providing intelligent access to React Native Godot documentation, offering tools for platform-specific setup, API references, troubleshooting, and code examples.

7 tools

Tenets

6

Local-first MCP server that aggregates intelligent code context using NLP ranking and automatically injects project-specific guiding principles (tenets) into AI prompts.

10 tools

Keyboard Maestro MCP Server

6

A robust macOS automation toolkit that allows AI clients to control a machine through deep integration with Keyboard Maestro, featuring macro execution and variable management.

10 tools

HopperPyMCP

6

A FastMCP server plugin for the Hopper Disassembler that enables AI-powered binary analysis, disassembly, and decompilation through the Model Context Protocol.

17 tools

OriginUI MCP Server

6

Enables searching, browsing, and installing OriginUI components via MCP, providing detailed component metadata, visual previews, and shadcn-compatible installation commands.

6 tools

MCP Arduino Server

6

A comprehensive MCP server for Arduino development that provides tools for sketch management, compilation, board/library operations, serial monitoring, and AI-powered circuit diagram generation.

18 tools

NiuTrans Translation

6

A professional-grade translation MCP server that leverages the NiuTrans API to provide high-quality machine translation across 450+ languages with built-in language alias normalization.

1 tool

Foreman MCP Server

6

The Foreman MCP Server enables management of Foreman instances, providing access to infrastructure resource data and security update reports within AI environments like VSCode and Claude Desktop.

Gemini CLI RAG MCP

6

A RAG-based MCP server that converts gemini-cli documentation into a queryable vector store, allowing developers to ask natural language questions about the tool directly within their IDE or CLI.

1 tool

Outline MCP Server

6

A Model Context Protocol server for Outline that enables comprehensive document management, including full-text search, Markdown-based writing, and collection organization.

8 tools

review-flow

6

Automated AI code reviews powered by Claude Code — webhook-driven, real-time dashboard, MCP integration, smart queue with deduplication, multi-agent audits, and iterative follow-up reviews for GitLab MRs and GitHub PRs

AutoMac MCP

6

A toolset for macOS desktop automation that gives AI assistants full UI control via native accessibility APIs, OCR-based screen comprehension, and peripheral emulation.

40 tools

mcp-video-extraction-plus

6

A versatile transcription MCP server that extracts text from video platforms like YouTube and Bilibili using local Whisper models or online ASR services from JianYing and Bcut.

1 tool

Image Analysis (GPT-4 Vision)

6

MCP (Model Context Protocol) Server. Enables image analysis using GPT-4-turbo's vision capabilities for extracting information, generating descriptions, and answering questions about visual content

2 tools