AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Wanyi Watermark Remover
A specialized MCP server for extracting watermark-free videos and images from Douyin and Xiaohongshu, featuring automated link parsing and AI-powered video transcription.
Pane
Pane provides a visual communication layer for AI agents, allowing them to render diagrams, interactive forms, and maintain persistent state via a web interface.
Keeper Secrets Manager
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.
X64Dbg MCP Server
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.
HeadHunter (hh.ru)
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.
Autoform (Slovensko.Digital)
An MCP server for the Slovensko.Digital Autoform API, enabling detailed searches of Slovak corporate entities by name or IČO (CIN) with access to structured business registry data.
Leantime MCP Bridge
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.
Orchestrator-MCP
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.
asap-protocol
The production-ready standard for async agent orchestration. Stateful and MCP-compliant communication for distributed AI workflows.
discord-mcp
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.
Skill Retriever
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.
Alpha Vantage
MCP (Model Context Protocol) Server. Retrieves real-time financial market data from Alpha Vantage, enabling comprehensive stock analysis, investment research, and market intelligence through dynamic querying capabilities.
MCP MiniMax Music Server
A specialized MCP server that integrates the MiniMax Music API, enabling AI agents to generate high-quality music and audio content through text prompts and style-matching reference audio.
Memex
Memex is a persistent memory layer for AI agents that manages a local knowledge base of guides and contexts using semantic vector search and a structured markdown file system.
Rust Minidump MCP
A specialized MCP server that transforms Windows minidump files into readable stack traces and provides AI-powered crash analysis to help developers identify root causes of application failures.
Data.gouv.fr & IGN
A comprehensive MCP server providing access to France's national open data (data.gouv.fr), official IGN geographic services, and administrative divisions for urban research and location-aware applications.
temple-bridge
A sovereign MCP server that enables a 100% local AI agent with persistent memory and recursive governance through the Spiral Protocol. It binds the 'back-to-the-basics' action layer with 'threshold-protocols' for governed, stateful execution.
Outlook MCP Server
A privacy-focused MCP server that enables local, AI-powered email management for Microsoft Outlook via win32COM, supporting natural language search, composition, and batch processing.
OpenEnded Philosophy MCP Server
A sophisticated philosophical reasoning server that integrates Non-Axiomatic Reasoning Systems (NARS) with philosophical pluralism to provide multi-perspective analysis, truth maintenance, and epistemic uncertainty tracking.
tip.md x402 + CDP MCP Server
Enables AI agents to facilitate cryptocurrency tipping using the x402 payment protocol and Coinbase Developer Platform (CDP) for automated disbursements on Base and Solana.
Sound Effects MCP
A tool for Claude Desktop and Claude Code that plays situational sound effects (task completion, insights, or errors) to enhance workflow feedback on macOS.
OpenAPI
MCP (Model Context Protocol) Server. Enables LLMs to interact with REST APIs by dynamically generating tools from OpenAPI specifications, allowing models to execute HTTP requests against configured endpoints without complex implementation.
Grok-MCP
MCP server for xAI’s API featuring the latest Grok models, image analysis & generation, and web search.
Typesense
MCP (Model Context Protocol) Server. Provides a bridge between Typesense search engine and external tools, enabling collection management, document indexing, and both keyword and vector similarity search operations
MLCBakery
MCP (Model Context Protocol) Server. Provides a bridge between AI assistants and machine learning datasets, enabling search, validation, and retrieval of ML Croissant metadata from the MLCBakery system without switching contexts.
Langflow MCP Server
Comprehensive MCP server providing 90 tools for Langflow workflow automation - manage flows, execute workflows, handle builds, and interact with knowledge bases. Includes Docker support and full API coverage for Langflow 1.6.4.
NPM Plus
AI-powered JavaScript package management with security scanning, bundle analysis, and intelligent dependency management for MCP-compatible editors.
TTS Say
MCP (Model Context Protocol) Server. Integrates with OpenAI's API and local sound playback to convert text into audible speech, enabling voice output for various applications.
Chrome Browser Automation
MCP (Model Context Protocol) Server. Enables AI-driven web automation through Chrome browser integration for tasks like navigation, interaction, form filling, and content extraction via WebSocket protocol.
Climatiq
MCP (Model Context Protocol) Server. Provides a bridge to the Climatiq API for calculating precise carbon emissions across electricity usage, travel, cloud computing, and procurement domains using detailed environmental impact measurement tools.