AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
MCP MySQL Server
A containerized server that allows interaction with MySQL databases through Model Context Protocol (MCP), enabling SQL query execution, schema retrieval, and table listing via natural language.
Cloudflare Remote MCP Server Template
A starter template for deploying remote Model Context Protocol servers to Cloudflare Workers with SSE support. It provides a foundation for developers to build and host custom tools that can be accessed by AI clients without mandatory authentication.
Fastmail MCP Server
A specialized MCP server for Fastmail integration that allows users to manage emails, search folders, and send messages through natural language interactions.
Confluence MCP Server
An MCP server for Atlassian Confluence Cloud that allows AI assistants to manage content through page creation, updates, searching, and deletion using Markdown.
AI Agent Timeline MCP Server
A Twitter-like timeline interface for AI agents to log real-time thoughts and progress updates into a persistent database with a dedicated web GUI for human monitoring.
Lingo.dev
Make your AI agent speak every language on the planet, using Lingo.dev Localization Engine.
AQICN MCP Server
A specialized MCP server for querying real-time air quality index (AQI) and pollutant data for Chinese cities via the World Air Quality Index Project API.
mcp-websearch
A lightweight MCP server providing web search capabilities via DuckDuckGo without requiring any API keys. It features built-in timeout handling and a minimal footprint for reliable search integration.
Mong MCP Server
A Model Context Protocol server that provides a moby-style random name generator, similar to Docker's container naming system, for use in AI-driven workflows.
MCPTokenBridge
A bridge that converts private subscription tokens (like GitHub Copilot) into accessible OpenAI and Anthropic-compatible HTTP endpoints using the Model Context Protocol sampling capability.
Todoist MCP
Enables LLMs to interact with Todoist for comprehensive task and project management, including creating tasks with natural language, managing projects, sections, labels, comments, and tracking productivity statistics.
BlenderMCP
Connects Claude AI to Blender through the Model Context Protocol, enabling AI-assisted 3D modeling, scene creation, material control, and object manipulation. Supports integration with Poly Haven assets and Hyper3D for AI-generated models.
WuWa MCP Server
Enables querying detailed information about characters, echoes, and character profiles from the Wuthering Waves game, returning results in LLM-optimized Markdown format.
Tripo AI MCP Server
A specialized MCP server that integrates Tripo3D AI capabilities, allowing AI assistants to generate, animate, and stylize 3D models from text, images, or multiview inputs.
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.