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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

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.

MCP Atlassian

Integration server that connects AI assistants to Atlassian products (Confluence & Jira), enabling natural language interactions for searching content, managing issues, creating documents, and updating project information.

Notion MCP Server

Auto-generated server that enables interaction with Notion's API through the Multi-Agent Conversation Protocol (MCP), allowing users to programmatically manage Notion workspace content through natural language.

Custom Search MCP Server

An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with Google's Custom Search API, allowing agents to perform customized web searches through natural language requests.

Remote MCP Server

A Cloudflare-deployable server that implements Model Context Protocol (MCP) capabilities, allowing AI assistants like Claude to access custom tools via OAuth authentication flows.

Zoom API MCP Server

An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with the Zoom API through natural language commands, auto-generated using AG2's MCP builder.

ERPNext MCP Server

A Model Context Protocol server that enables AI assistants to interact with ERPNext data and functionality, providing access to documents, reports, and CRUD operations via structured API calls.

RunPod MCP Server

A Model Context Protocol server that enables interaction with the RunPod REST API through Claude or other MCP-compatible clients for managing pods, endpoints, templates, network volumes, and container registry authentications.

GameBrain Video Game Discovery

earch and discover hundreds of thousands of video games on any platform through the GameBrain API.

MCP Server

A Multi-Agent Conversation Protocol Server for the BrowserBase API, auto-generated using AG2's MCP builder, enabling interaction with browser automation functionalities through structured agent conversations.

Mcp-Swagger-Server

A Model Context Protocol (MCP) server that converts OpenAPI/Swagger specifications to MCP format, enabling AI assistants to interact with REST APIs through standardized protocol.

Gemini MCP Server

A tool that allows Claude Code to use Gemini AI as an MCP server, leveraging Gemini's large context window for analyzing large files while saving Claude Code tokens.

AI Agent Template MCP Server

An MCP server that enhances AI agents' coding capabilities by providing zero hallucinations, improved code quality, security-first approach, high test coverage, and efficient context management.

Zilliqa MCP Server

Provides access to Zilliqa blockchain documentation and API examples through search capabilities and examples in multiple programming languages.