AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Skincare-MCP
Provides AI-based skin analysis from selfie image URLs, returning comprehensive skin status, personalized management recommendations, and therapy guidance including skin type classification, detailed condition scores, and treatment suggestions.
fast-whisper-mcp-server
A high-performance MCP server providing speech recognition via Faster Whisper, supporting CUDA acceleration, batch processing, and multiple subtitle output formats.
crypto-news-mcp
An MCP server that provides real-time cryptocurrency news sourced from NewsData for AI agents.
Local Snowflake MCP Server
A Python-based MCP server that connects Claude Desktop to Snowflake, allowing users to perform database operations and analysis through natural language SQL queries.
DOI Citation Verifier
Prevents citation hallucination by verifying academic citations against CrossRef's database of 150+ million publications before they can be mentioned, ensuring every citation includes a valid DOI.
Bay Wheels MCP Server
A real-time bikeshare data server for Bay Wheels in the San Francisco Bay Area that helps users locate available standard or electric bikes and nearby docking stations with open spaces.
Companies House
MCP (Model Context Protocol) Server. Access UK Companies House API for company searches, profiles, officers, and filing history
GitHub MCP Server
A Model Context Protocol server that provides Git version control operations as structured tools for AI coding agents. It enables LLMs to programmatically manage repositories through actions like committing changes, rolling back code, and comparing diffs.
Video Downloader MCP Server
A Model Context Protocol server that transforms video downloading into a tool-based system for LLM orchestration, allowing users to download videos from 1000+ platforms with intelligent workflows and security features.
mcp
A toolset for formatting AI agent outputs into professional reports, emails, and branded documents with quality validation features.
TrendRadar
TrendRadar is a real-time hot topic and news aggregator that exposes local SQLite news data via the Model Context Protocol (MCP) for AI analysis, trend tracking, and sentiment insights across platforms like Zhihu, Weibo, and Bilibili.
Amazon Product Search MCP
A tool that enables AI-powered product searches on Amazon, utilizing Hugging Face models to provide tailored recommendations based on price and specific product features.
atlas-browser-mcp
A visual web browsing server for AI agents that uses screenshot-based navigation and Set-of-Mark (SoM) labeling to interact with web elements humanistically.
Ytstream Download Youtube Videos MCP Server
Provides access to the Ytstream API for retrieving YouTube video information and direct download links with support for geo-targeting and language preferences.
Trabuco
Generate and manage production-ready Java multi-module Maven projects via AI coding agents
SafeNest MCP Server
Provides AI-powered child safety tools to detect bullying, grooming, and unsafe content within digital conversations. It enables AI assistants to perform emotional analysis and generate age-appropriate safety action plans or incident reports.
NIH Reporter MCP Server
A programmatic interface to the NIH Reporter API that allows AI assistants to search and retrieve detailed data on NIH-funded research, grants, investigators, and funding amounts.
Jokes MCP Server
An MCP server that integrates with Microsoft Copilot Studio to deliver humor content upon request, providing Chuck Norris and Dad jokes through standardized LLM context protocol.
Excalidraw MCP Server
Enables creation, management, and export of Excalidraw drawings through natural language. Supports CRUD operations on drawings and export to SVG, PNG, and JSON formats with file-based storage.
Skim
MCP (Model Context Protocol) Server. Code compression tool that reduces code size 60-95% for LLM context optimization
Hacker News MCP Server
Enables access to Hacker News data including top stories, new stories, specific story details, and search functionality. Integrates with Poke to provide Hacker News content through natural language interactions.
promptspeak-mcp-server
Pre-execution governance for AI agents. Intercepts MCP tool calls before execution with deterministic blocking, human-in-the-loop holds, and behavioral drift detection.
basic-mcp
A robust suite of deterministic utility tools designed to handle mathematical calculations, date-time manipulation, string processing, and data validation tasks that LLMs often struggle to perform reliably.
Nextcloud Cookbook MCP Server
A Model Context Protocol server that integrates with the Nextcloud Cookbook app, allowing AI assistants to search, manage, and import recipes directly from a Nextcloud instance.
copilot-api-mcp-server
github copilot ai endpoint provide
humanpages
MCP Server for AI agents to discover and hire humans for real-world tasks via humanpages.ai
mcp-simple-memory
Persistent memory for Claude Code via MCP. SQLite + optional semantic search. Zero native deps. Works on Windows/Mac/Linux.
Ticket-Generator MCP
A Model Context Protocol (MCP) server implemented in Streamable HTTP transport that allows AI models to interact with the Ticket Generator APIs, enabling fetching active events lists, and generating tickets via 3 different modes.
rain-mcp-server
Rain Elasticsearch MCP Server
MCP-Enhanced-Data-Retrieval-System
An enterprise-grade MCP server that integrates GitHub repositories and internal documentation using vector-based semantic search and OAuth 2.1 authentication. It features optimized 1500-token context chunking and parallel retrieval for low-latency AI assistance.