AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Gemini Image MCP
A robust MCP server utilizing Google's Gemini 3.0 Nano Banana Pro models to facilitate high-resolution image generation (up to 4K), sophisticated editing, and detailed visual analysis.
People Data Labs MCP Server
Provides comprehensive access to People Data Labs' data models and search capabilities, enabling enrichment of person and company profiles, multi-criteria searches, and autocomplete functionality through a Model Context Protocol interface.
ZugaShield
A 7-layer security system for AI agents that detects and blocks prompt injection, data exfiltration, and malicious tool calls. It enables real-time scanning of inputs, outputs, and tool definitions to protect agentic workflows from emerging AI-specific threats.
Cloudflare Playwright MCP
A server that integrates Playwright with Cloudflare Workers to enable browser automation tasks through LLM models in AI platforms like Claude and Copilot.
CrewAI MCP Server
Exposes CrewAI tools through a REST API that allows Claude and other LLMs to access web search functionality, data analysis capabilities, and custom CrewAI tools.
tauri-plugin-mcp
A toolset for AI assistants to automate and test Tauri desktop applications, enabling UI interaction, state inspection, and app management via the Model Context Protocol.
Dell Isilon (PowerScale) MCP Server
A professional-grade MCP server that exposes over 2,400 tools derived from the Dell PowerScale OneFS 9.7 REST API, enabling management of storage protocols, replication, snapshots, and cluster configurations through natural language.
Claude Swarm MCP Server
A multi-agent orchestration server for Claude that enables the creation of persistent, specialized AI agents capable of intelligent handoffs and local conversation management.
@michelabboud/visual-forge-mcp
MCP server for AI image generation from markdown and HTML with multi-provider support and automatic web optimization
agenthotspot-mcp
A lightweight MCP server that enables AI agents to search and discover over 6,000 MCP connectors directly from the AgentHotspot marketplace.
Humanizer APIs MCP Server
A specialized MCP server for accessing Humanizer APIs to transform AI-generated text into natural, human-like content using basic, easy-use, and multi-language models.
Jira MCP Server
Integrates Jira Cloud with MCP clients to enable comprehensive issue management, project tracking, and workflow automation through natural language.
MCP Code Crosscheck
Enables AI-assisted code review with bias mitigation strategies through cross-model evaluation and bias-aware prompting. Detects AI-generated code from commit authors and provides structured reviews with security, performance, and maintainability analysis.
Persona MCP Server
AI-powered persona analysis and Focus Group Interview (FGI) system that creates dynamic personas from survey responses, generates contextual follow-up questions, tracks data freshness scores, and provides business insights on preferences and trends.
Movie Booking Assistant
Provides a suite of tools for searching movies, checking showtimes, and managing ticket bookings for Bangalore cinemas. It enables AI clients to handle end-to-end movie theater interactions including seat availability checks and reservation management.
Humotica - AIdrac
AI-Powered Out-of-Band Management The open alternative to iDRAC, iLO, and IPMI. Remote system control without network dependency.
Humotica - TIBET
TIBET creates cryptographically signed evidence trails for every action.
Humotica - OpenAI bridge
MCP Server - Bridge to OpenAI API.
Humotica - Ollama bridge
Provides a resilient, hardware-aware bridge to local Ollama AI
speedofme-speed-test
Official SpeedOf.Me MCP server - Run accurate internet speed tests from AI agents with download, upload, and latency measurements via 129 global edge servers. Includes local history and analytics dashboard.
Home Controller
A comprehensive smart home control suite for monitoring and managing Miele appliances, LG ThinQ devices, HUUM saunas, Phyn water monitors, A.O. Smith heaters, and Tedee locks.
Remote MCP Server (Authless)
A boilerplate template for deploying authentication-free Model Context Protocol servers on Cloudflare Workers using Server-Sent Events (SSE).
Jokes MCP Server
An MCP server template that provides humor-related tools, specifically fetching Chuck Norris jokes, to demonstrate integration with Microsoft Copilot Studio and GitHub Copilot. It enables developers to deploy and connect standardized AI tools using the Model Context Protocol via HTTP or Server-Sent Events.
File Search MCP
A high-performance file and content search server powered by ripgrep, featuring fuzzy finding, directory tree visualization, and smart filtering that respects .gitignore.
Featureflow MCP Server
A tool that enables AI assistants to manage Featureflow feature flags, projects, and environments through the Model Context Protocol.
Adobe Experience League MCP Server
Enables AI assistants to search and fetch documentation content from Adobe Experience League, allowing natural language queries to retrieve Adobe product documentation and articles.
HandsAI Bridge
A Node.js MCP server that acts as a communication bridge for the HandsAI Java application, enabling socket-based integration between MCP clients and the HandsAI main server.
Weather MCP Server
Enables users to get detailed weather forecasts for any location using coordinates and retrieve active weather alerts for US states. Uses the National Weather Service API with no authentication required.
ComfyUI MCP Server
Enables Claude Desktop to interact with local ComfyUI installations for AI-powered image generation, including workflow management, model selection, real-time monitoring, and custom workflow execution through natural language.
Task MCP
Enables AI assistants to manage Dida365 (滴答清单) tasks through the Model Context Protocol. It supports full task lifecycle management including creating, updating, and filtering tasks with automatic timezone handling.