AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Cloudsway SmartSearch
Web search MCP server powered by Cloudsway, supporting keyword search, language, and safety options. Returns structured JSON results.
HowRisky
A financial risk analysis server providing institutional-grade Monte Carlo simulations and fat-tail modeling for portfolios, startup equity, real estate, and private assets.
Apple Notes
MCP (Model Context Protocol) Server. Integrates with Apple Notes on macOS, enabling direct searching, reading, and creation of notes without leaving the Cursor editor.
MCP Server Demo
A starter template and guide for building Python-based MCP servers using the uv package manager. It provides the foundational structure for developing tools that integrate with Claude Desktop and the MCP Inspector.
AI Consultant (OpenRouter)
An MCP server that enables AI agents to consult with multiple LLMs through OpenRouter, featuring intelligent model auto-selection, conversation history, and sophisticated error handling.
hex-mcp
A HexagonML ModelManager MCP server that provides a Model Context Protocol interface for managing AI models and tools within the HexagonML ecosystem.
ConvertAPI
A powerful MCP server that enables AI assistants to convert documents, images, and spreadsheets between 200+ formats using ConvertAPI with live OpenAPI parameter validation.
Run TypeScript Skills
A specialized MCP server for executing TypeScript code in-process, specifically designed to leverage custom modular APIs located in the ~/.claude/skills directory.
LangGraph4j PlantUML
A LangGraph4j-powered MCP server that converts diagram images into valid PlantUML code using vision models and iterative error correction.
AI Notify MCP
A cross-platform notification server for MCP-compatible AI editors that sends system alerts when AI tasks are completed, featuring customizable titles, messages, and sound effects.
Research Notion
MCP (Model Context Protocol) Server. Integrates with Notion to enable AI-powered survey creation, data retrieval, and analysis for research projects.
FAL Reve MCP Server
High-quality text-to-image generator using the FAL AI Reve model, specializing in accurate text rendering and automatic local file storage of generated assets.
Script Generator
MCP (Model Context Protocol) Server. Generates professional video scripts using a multi-agent workflow with OpenAI's GPT-4o and Tavily's research capabilities, enabling efficient content creation across various topics.
Sola
MCP (Model Context Protocol) Server. Integrates with the Social Layer (Sola) platform API to retrieve event details, search events by date ranges and keywords, fetch group information, user profiles, and venue data for event discovery and community management.
Naver Maps
MCP (Model Context Protocol) Server. Integrates with Naver Maps and Search APIs to provide accurate geocoding and local information retrieval services specifically optimized for Korean locations
Keyphrases
A BERT-powered extraction server that identifies meaningful keyphrases and metadata from local text documents using spaCy and sentence transformers. It provides accurate, context-aware keyword analysis while preserving privacy by only exposing extracted tags to the LLM.
GitHub
MCP (Model Context Protocol) Server. Integrates with GitHub APIs to enable repository searching, issue management, pull request creation, and settings control directly within Claude Desktop conversations, eliminating the need to switch to the GitHub web interface.
Vast.ai MCP Server
A comprehensive MCP server for managing Vast.ai GPU cloud resources, enabling automated instance lifecycle management, remote SSH command execution, and background task monitoring for machine learning workflows.
Better MCP File Server
MCP (Model Context Protocol) Server. Reimagined server for filesystem access with privacy-preserving path aliases and an optimized LLM-friendly API.
Notion
MCP (Model Context Protocol) Server. Integrates with Notion workspaces to enable database operations, page management, block manipulation, and search functionality for seamless document creation and knowledge management workflows.
DeepWebResearch
MCP (Model Context Protocol) Server. Enables deep web research through parallel multi-query execution, intelligent content extraction, and screenshot capture using TypeScript and Playwright for comprehensive information gathering across multiple sources.
Kash.click
Gives AI access to your sales, clients, orders, tax information, payments, and all the insights on your business
Technical Documentation Search
MCP (Model Context Protocol) Server. Provides AI assistants with access to technical documentation from LangChain, LlamaIndex, and OpenAI libraries through a specialized search tool that leverages the Brave Search API to find, fetch, and extract relevant content.
WebSearch Tools
MCP (Model Context Protocol) Server. Integrates with web search APIs and crawling tools to enable internet-wide information retrieval, content extraction, and data mining capabilities for research and analysis tasks.
My Mac
MCP (Model Context Protocol) Server. Provides AI with real-time Mac system information through a lightweight local server that safely executes verified commands for hardware specs, configuration, and resource usage data.
Hypefury
MCP (Model Context Protocol) Server. Enables AI systems to authenticate with and schedule posts through the Hypefury platform, creating a secure bridge for automated content publishing workflows.
Role-Specific Context
MCP (Model Context Protocol) Server. Enables AI systems to maintain distinct expert personas through role-based context management with vector search capabilities for consistent domain expertise across different specializations.
Notifly
Notifly MCP Server that enables AI agents to provide real-time, trusted Notifly documentation and SDK code examples for seamless integrations.
Databutton
A gateway server that dynamically exposes API endpoints from your Databutton app as Model Context Protocol tools, enabling seamless integration with any MCP-compatible LLM client.
Azure Cosmos DB
MCP (Model Context Protocol) Server. Bridges Azure Cosmos DB with language models, enabling database operations like product search, order retrieval, and weather data access through vector search capabilities for e-commerce applications.