AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Remote MCP Server on Cloudflare
A serverless Model Context Protocol (MCP) implementation for Cloudflare Workers that enables AI models to access custom tools without authentication.
My First MCP Server
An AI-powered MCP server that provides development tools for code analysis, documentation, and project management including code pattern extraction, humorous code reviews, TODO scanning, and PRD generation.
Image Generation MCP Server
An integration server that connects to gpt-image-1 and Gemini imagen4 models, allowing users to generate high-quality images from text descriptions via simple API endpoints.
Xiaohongshu (Little Red Book) MCP Server
A server that allows interfacing with the Chinese social media platform Xiaohongshu through HTTP requests, enabling searching notes, retrieving note content and comments, and posting comments.
Remote MCP Server
A serverless implementation of Model Context Protocol (MCP) on Cloudflare Workers that allows AI models to access custom tools without authentication.
n2-stitch-mcp
Resilient MCP proxy for Google Stitch — 3-layer safety (auto-retry, token refresh, TCP drop recovery). Supports local mode and N2 Cloud proxy (--cloud). Never lose a generation again!
MCP Unity
Implementation of the Model Context Protocol for Unity Editor, allowing AI assistants to interact with Unity projects through a Node.js server bridge.
Claude IPC MCP
A robust communication protocol that facilitates seamless messaging between AI systems like Claude and Gemini, enabling efficient AI-to-AI interaction.
Google-Workspace-MCP-Server
MCP server that seamlessly interacts with your Google Calendar, Gmail, Drive and so on.
MCP Executor Server
A secure server that enables code execution in isolated Docker environments, supporting Python with strict security constraints including network isolation, limited filesystem access, and resource limitations.
WeChat Publisher MCP
A Model Context Protocol server that enables AI tools to automatically publish articles to WeChat Official Accounts, supporting Markdown-to-HTML conversion, image handling, and both preview and official publishing modes.
Geenie MCP Proxy Server
Acts as an intermediary between Claude Desktop and Amazon's MCP server to handle authentication, token management, and subscription-based tool filtering. It provides a secure layer for managing access to Amazon tools while facilitating seamless communication between the client and the model server.
DebtStack.ai MCP Server
Provides AI agents with real-time access to corporate credit data, including debt structures, bond pricing, and guarantor chains extracted from SEC filings. It enables complex financial analysis such as screening companies by leverage, tracing corporate hierarchies, and searching covenant language.
AllTrails MCP Server
A Model Context Protocol (MCP) server that provides access to publicly available AllTrails data, allowing you to search for hiking trails and get detailed trail information directly through Claude Desktop.
Remote MCP Server
A Cloudflare Workers-based MCP server that enables tool integration with Claude AI through OAuth login, allowing users to extend Claude's capabilities with custom tools like mathematical operations.
Giphy MCP Server
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with the Giphy API, allowing agents to search, retrieve, and manage GIF animations through natural language commands.
NotionMCP Server
A Python server that integrates MCP with Notion to automate documentation workflows and manage Notion pages via LLMs, supporting operations like creating, updating, and searching Notion content.
Airtable MCP Server
A Model Context Protocol server that provides read and write access to Airtable databases, enabling LLMs to inspect database schemas, then read and write records.
Flight Ticket MCP Server
A server that provides real-time flight information query capabilities to AI assistants, allowing them to access detailed flight statuses, airport details, and related travel information.
Zoom MCP Server
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with the Zoom API through natural language, auto-generated using AG2's MCP builder.
Azure DevOps Wiki MCP Server
A Model Context Protocol server that enables AI agents to interact with Azure DevOps wikis, providing capabilities for content search, page management, and hierarchical structure navigation.
Markdown MCP Server
An MCP (Model Context Protocol) server for efficiently managing Markdown documents in Cursor AI IDE, supporting CRUD operations, search, and metadata management.
Medical MCP Chatbot
A FastAPI backend service that connects to Azure's Managed Chat Project using GPT-4o to provide medical chatbot functionality through a simple HTML interface.
MCP Database Server
This server enables Claude to directly interact with SQLite, SQL Server, PostgreSQL, and MySQL databases through the Model Context Protocol, allowing for query execution, table management, and data export capabilities.
tailscale-mcp-server
An MCP (Model Context Protocol) server for managing Tailscale resources using the official Tailscale Go client library v2. This server provides complete coverage of the Tailscale API with enhanced, self-descriptive tools powered by OpenAPI documentation.
Multi-Channel Processing (MCP) Server
A serverless AI-powered system built with Cloudflare Workers that handles multiple communication channels efficiently while integrating OpenAI Agents SDK for AI capabilities.
MCP AppleMusic Server
Allows controlling Apple Music on macOS through an MCP server that supports playback control, volume adjustment, and music search functionality.
Chess MCP
A Model Context Protocol server that enables LLM agents and humans to play chess games together with comprehensive game management capabilities including move validation, draw detection, and game state tracking.
AI SQL Assistant MCP Server
Handles SQL query execution for a natural language interface to SQLite databases, enabling users to interact with databases using plain English rather than writing SQL manually.
DuploCloud Docker MCP Server
Enables comprehensive management of DuploCloud infrastructure, including tenants, services, hosts, databases, and storage. It provides tools for lifecycle operations on cloud resources like ECS tasks and S3 buckets through the Model Context Protocol.