AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Claude-Code-MCP-Manager
A comprehensive tool to manage Model Context Protocol (MCP) configurations for Claude code
Fal MCP Server
Generate AI images, videos, and music using Fal.ai models (FLUX, Stable Diffusion, MusicGen) directly in Claude
Generate Custom MCPs
A specialized MCP server designed to programmatically generate and manage other MCP servers, automating the setup of directories and files for custom AI tool integrations.
apifox-mcp
Apifox MCP 服务器 - 让 Claude 等 AI 助手通过自然语言管理你的 Apifox 项目,轻松创建、更新和审计 API 接口
mcp_generate_images
A specialized MCP server that integrates ByteDance's Doubao image generation model (via Volcengine) to provide high-quality text-to-image capabilities with customizable aspect ratios directly within Cursor.
flowengine-n8n-workflow-builder
A sophisticated workflow generation engine for n8n that converts natural language into validated, production-ready workflow JSON with a 13-point validation check and security scanning.
Sentry
A Model Context Protocol server that integrates with Sentry.io to retrieve error reports, analyze stacktraces, and list project issues directly within AI workflows.
Bitrix24 MCP Server
A comprehensive MCP server for Bitrix24 CRM that enables AI agents to manage contacts, deals, tasks, and leads while providing advanced sales team performance monitoring and analytics.
Excel MCP Server
A comprehensive MCP server for manipulating Excel files without requiring Microsoft Excel installed. It enables AI assistants to create workbooks, manage sheets, generate charts, build dashboards, and handle data imports/exports across multiple platforms.
Cloudflare Workers
MCP (Model Context Protocol) Server. Cloudflare Workers-based MCP implementation enables AI assistants to execute custom serverless logic at the edge.
Qdrant Knowledge Graph
A knowledge graph implementation that combines structured entity-relation mapping with semantic vector search powered by Qdrant and OpenAI embeddings.
luma-api-mcp
Powered by Ray (video) and Photon (image) models by Luma AI
Rust Local RAG
MCP (Model Context Protocol) Server. Provides local document search and retrieval using Rust for high-performance PDF processing and semantic search with Ollama embeddings, automatically indexing PDF documents from a specified directory for fast retrieval without external services.
mcp-reticle
A diagnostic proxy and UI for the Model Context Protocol that intercepts, visualizes, and profiles JSON-RPC traffic in real time. It acts as a debugger to inspect raw messages, correlate requests/responses, and profile latency for MCP servers.
skill-mcp
A unified management system for Claude to create, execute, and compose reusable Python and shell skills with automated dependency handling and secret management.
mcp-rss-aggregator
Integrates RSS feed aggregation into Claude Desktop, allowing users to fetch, read, and organize content from OPML or JSON subscriptions via the Model Context Protocol.
Daniel LightRAG
A comprehensive MCP server providing 22 tools for full integration with LightRAG, covering document management, hybrid querying, and complete knowledge graph lifecycle operations.
reMarkable MCP Server
A comprehensive MCP server for reMarkable tablets that allows AI assistants to browse library folders, search content, and extract text and handwriting via OCR.
Neo4j Knowledge Graph
MCP (Model Context Protocol) Server. Provides a Neo4j-powered knowledge graph storage solution for maintaining complex relationships between data points with persistent memory across conversations and efficient fuzzy search capabilities.
Context7
MCP (Model Context Protocol) Server. HTTP streaming access to Context7's documentation platform for searching and retrieving software library documentation
Ontology Lookup Service
A specialized MCP server that provides reliable access to the EBI Ontology Lookup Service (OLS), enabling AI assistants to query biomedical ontologies like Gene Ontology and Human Phenotype Ontology without hallucinations.
Chain of Thought Task Manager
A sophisticated task management framework that uses structured reasoning, dependency tracking, and step-by-step implementation guides to help AI agents execute complex development workflows.
Hugging Face Hub Search
MCP (Model Context Protocol) Server. Provides semantic search capabilities for Hugging Face models and datasets using vector embeddings to find resources through natural language descriptions, similarity-based discovery, and trending content retrieval with detailed metadata extraction.
Tempo
A Go-based MCP server that enables AI assistants to query and analyze distributed tracing data from Grafana Tempo. It supports both standard I/O and HTTP/SSE communication modes for integration with tools like Claude Desktop and n8n.
Moling Minecraft
MCP (Model Context Protocol) Server. Bridges AI assistants with Minecraft servers, enabling command execution for block manipulation, entity management, and game state control through a Go implementation that automatically configures popular clients.
Whoiser
A comprehensive WHOIS lookup server that provides detailed domain registration, IP address ownership, and Autonomous System Number (ASN) information via type-safe TypeScript queries.
mcp-wireshark
An MCP server that integrates Wireshark/tshark with AI tools and IDEs. Capture live traffic, parse .pcap files, apply display filters, follow streams, and export JSON - all via Claude Desktop, VS Code, or CLI. Cross‑platform, typed, tested, and pip‑installable.
opnsense-mcp-server
Modular MCP server for OPNsense firewall management - 88 tools providing access to 2000+ methods through AI assistants
Real Estate Data Manager
A comprehensive real estate management server providing tools for property search, agent performance tracking, market analytics, and client-property matching in the Riverside, California area.
Charly Memory Cache
MCP (Model Context Protocol) Server. Caches data between language model queries to optimize token consumption and reduce costs in AI interactions.