AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
ReviewWebsite
A comprehensive MCP server for ReviewWebsite.com that provides tools for web scraping, AI-powered URL to Markdown conversion, structured data extraction, and SEO analysis including keyword research and traffic insights.
chattender-fahrplan-mcp
timetable for llms
Obsidian Elite RAG MCP Server
Transform Obsidian vaults into AI-powered knowledge bases using a multi-layer RAG architecture that combines vector search with Graphiti knowledge graphs for advanced semantic retrieval and relationship mapping.
pic-standard
A specialized MCP server that implements the Provenance & Intent Contracts (PIC) standard to provide causal governance and evidence-based verification for agentic tool calls.
Waldzell Metagames
A game-theoretic framework server that provides 27+ structured workflows to solve software development and project management challenges while preventing analysis paralysis.
Daizo (Buddhist Text Corpora)
A specialized MCP server for scholarly research providing high-performance search and retrieval across major Buddhist corpora including CBETA (Chinese), Pāli Tipitaka, and GRETIL (Sanskrit).
eMCP-Nexus
AI-powered MCP marketplace enabling AI engineers to deploy, monetize, and scale MCP tools using a pay-per-task execution model with integrated Stripe and Web3/crypto billing.
@mseep/skynet-mcp
An MCP Server that acts as an agent and that can spawn more Agents, by using MCP.. MCP Inception!
8th Wall
A comprehensive MCP server for building WebAR experiences with Three.js and 8th Wall, featuring automated scene building, AI-assisted orchestration, and deep integration with PolyHaven for 3D asset discovery.
FastMCP Supply Chain Optimizer
A real-time supply chain optimization server using multi-tool orchestration to manage inventory, forecast stockouts, and recommend warehouse transfers via Gemini AI.
YesDev MCP Server
The YesDev MCP Server automates developer work hour logging and provides comprehensive management for tasks, projects, requirements, and daily reports via the YesDev platform. It enables seamless project tracking through conversational AI interfaces like Cursor and VSCode.
MCP Namecheap Server
A Model Context Protocol server that integrates with the Namecheap API to provide domain management capabilities including listing domains, checking availability, and configuring custom DNS settings.
Apostrophe CMS Generator
A specialized MCP server that automates the creation of Apostrophe CMS modules, including pieces, pages, and widgets, with support for BEM-style SCSS and design token integration.
Clado MCP Server
Enables LinkedIn data operations including user search, profile enrichment, contact retrieval, profile scraping, and post engagement analysis through the Clado API.
xgmem
A project-specific knowledge graph memory server that allows LLM agents to persist, retrieve, and share structured entities and relations across different sessions and projects.
Installer
A tool for discovering, configuring, and automatically installing MCP servers from the Smithery registry into clients like Cursor and Claude Desktop.
magento2-coding-standards-mcp
MCP server that teaches AI assistants Magento 2 coding standards — validate code, look up correct patterns, check security, and apply theme-specific rules (Hyva, Luma, Breeze, Porto). Works with Claude, Cursor, Gemini CLI, VS Code Copilot, and any MCP-compatible client.
Deliberate Thinking
A Rust-based implementation of structured sequential thinking that enables AI models to perform complex problem-solving through iterative, revisable thought processes. It provides a framework for multi-step planning and dynamic course correction as analysis deepens.
Dart
MCP (Model Context Protocol) Server. Integrates with the Dart task management system to enable AI-driven project organization, document handling, and workflow automation through secure API interactions and Dartboard feature integration.
5-Day-AI-Agents-Intensive-Course-with-Google
5-Day Hands-on AI Agents Course using Google ADK & Vertex AI | From first agent to production deployment
folder-mcp
A robust MCP server for secure local file system interaction, providing tools for recursive file listing, glob-based searching, and content retrieval with built-in path validation and security protections.
computeruseprotocol
Computer Use Protocol is a universal schema for AI agents to perceive and interact with any desktop UI.
Apache Jena SPARQL
MCP (Model Context Protocol) Server. Provides a bridge between AI agents and Apache Jena for executing SPARQL queries, performing updates, and accessing RDF data stored in Jena Fuseki servers with secure API key authentication.
MCP-MinerU
A specialized MCP server for document and image parsing that extracts text, structured tables, and LaTeX formulas from PDFs and images using MinerU, featuring optimization for Apple Silicon.
lacylights-mcp
LacyLights MCP provides an AI-powered theatrical lighting design system that integrates with DMX fixtures. It allows AI assistants to generate scenes from natural language, analyze scripts for cues, manage fixture patching, and control professional lighting playback.
Panda Odoo MCP Server
A standardized MCP interface for Odoo instances, enabling CRUD operations, custom method execution, and real-time data streaming via stdio and HTTP protocols.
neva
Model Context Protocol SDK exploring structured agent infrastructure with explicit runtime behaviour.
Minecraft RCON MCP Server
Connects AI agents to Minecraft servers via RCON to execute commands, monitor logs, and perform read-only SQLite database queries. It is specifically designed to facilitate AI-assisted plugin development, live debugging, and automated testing workflows.
MCP-based Knowledge Graph Construction System
A sophisticated MCP server that automatically converts raw text into structured knowledge graphs through a three-stage pipeline involving quality assessment, LLM-based data enhancement, and interactive visualization.
Feedback Loop
A human-in-the-loop feedback system that spawns an Electron-based GUI to collect structured user input, quick suggestions, and text responses during AI development workflows.