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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Setup Agent MCP

Enables AI assistants to automatically analyze GitHub repositories and set up development environments by detecting tech stacks, installing dependencies, and verifying project builds. Provides safe tools for repository cloning, file system operations, package installation, and build verification through an allowlisted command system.

Todoist GPT MCP

Enables GPT to interact with Todoist tasks and projects through direct API calls or a local SQLite mirror. Supports reading task data via SQL queries, creating/updating/deleting tasks and projects, and synchronizing data between Todoist and the local mirror.

HUDU MCP Server

Enables interaction with HUDU technical documentation and customer management platform through API integration. Supports retrieving company information, searching knowledge base articles, and managing assets and credentials.

TOS MCP Server

Enables interaction with Volcengine's TOS (Object Storage) service through MCP protocol. Supports bucket management, object operations, pre-signed URLs, and media processing including image manipulation and video frame extraction.

Pollinations Multimodal MCP Server

Enables AI assistants to generate images, text, and audio content through the Pollinations APIs. Provides direct access to multimodal generation capabilities including image creation from text prompts, text-to-speech, and text generation.

Jokes MCP Server

Enables users to retrieve jokes from various categories including Chuck Norris jokes and dad jokes. Provides a humor-focused tool that can be integrated into Microsoft Copilot Studio agents for delivering appropriate and engaging jokes upon request.

Windows-MCP

Enables AI agents to interact with Windows operating systems through native UI automation, file navigation, application control, and system commands. Provides seamless integration between LLMs and Windows environments for tasks like clicking, typing, launching apps, and capturing desktop state.

LmsPs

Enables interaction with a persistent PowerShell session through LM Studio. Provides tools to run commands, manage directories, and handle environment variables while maintaining session state between calls.

Neolibrarian MCP

Enables read-only access to local Calibre libraries for searching metadata, inspecting book formats, and extracting content samples. Supports full-text search, batch operations, and detailed book analysis through natural language queries.

Athena Health MCP Server

Enables interaction with Athena Health's API for comprehensive healthcare practice management. Supports appointment scheduling, provider and department management, patient search, and available slot discovery through natural language.

Notion MCP Server

Enables AI agents to interact with Notion workspaces through the Notion API. Supports reading, writing, and managing pages, databases, and comments with optimized token consumption.

Notion MCP Server

Enables interaction with Notion workspaces through the Notion API. Provides tools to search, read, create, and update Notion pages and databases with real-time synchronization.

MCP Outlook Scheduler

Enables AI assistants to intelligently schedule meetings by checking Microsoft Outlook calendars, finding available time slots across multiple participants, and automatically booking meetings with Teams integration. Uses Microsoft Graph API with smart fallback logic for optimal scheduling.

GitLab Pipeline MCP Server

Enables AI clients to manage GitLab pipelines through natural language commands. Supports triggering pipelines, checking status, listing pipelines, viewing jobs, and canceling pipelines across multiple GitLab instances.

Container MCP Server

Enables weather lookups, mathematical calculations, and context-aware operations through a containerized MCP server with HTTP transport. Optimized for Docker/Kubernetes deployment with health checks and no external dependencies.

Remote MCP Server on Cloudflare

Enables deployment of MCP servers on Cloudflare Workers with OAuth authentication and remote connectivity. Provides a template for creating cloud-hosted MCP servers that can be accessed by Claude Desktop and other MCP clients over HTTP/SSE.

Basecamp MCP Server

Enables seamless integration with Basecamp 3 through 46 comprehensive API tools, allowing users to manage projects, todos, card tables, documents, campfire messages, and other Basecamp features through natural language interactions in Claude Desktop and Cursor IDE.

devto-mvp-server

This is a complete MCP (Model Context Protocol) server that implements a articles of dev.to with robust validation using TypeScript and Zod. The server integrates directly with Cursor, allowing you search articles on dev.to.

DevGear MCP Server

Provides development tools integration for GitHub, Docker, and Vercel operations through MCP. Enables users to manage repositories, containers, and deployments using natural language commands.

MCP Strava Server

Enables Claude to access and analyze your Strava activities through OAuth authentication. Supports retrieving activity lists and detailed workout data for fitness tracking and analysis.

Reddit MCP Server

Provides access to Reddit's API for retrieving posts, comments, user information, and search functionality. Supports multiple authentication methods and comprehensive Reddit data operations including subreddit browsing, post retrieval, and user profile access.

Beeper MCP Server

Provides read-only access to local Beeper message history on macOS, enabling users to search conversations, read messages, and list recent chats through natural language queries. Supports both SQLite and IndexedDB storage formats with privacy-focused local-only operation.

GitMCP

Transforms any GitHub repository into a documentation hub for AI assistants, enabling access to up-to-date documentation and code to eliminate hallucinations. Supports repository-specific and dynamic endpoints with smart search capabilities.

sprout-mcp

An MCP server that integrates the Sprout Social Public API with Claude and other MCP clients. It allows users to manage social profiles, track analytics for posts and profiles, and schedule social media content.

QuantConnect MCP Server

Enables AI assistants to interact with the QuantConnect cloud platform for algorithmic trading. Supports creating and managing trading strategies, running backtests, deploying live algorithms, and performing comprehensive trading operations through the QuantConnect API.

Bing Flights MCP Server

Enables flight search and price comparison by scraping flight information from Bing Flights. Supports one-way and round-trip searches with customizable passenger counts, cabin classes, and booking details.

Autotask MCP Server

A Model Context Protocol server that enables natural language querying of Kaseya's Autotask PSA data through AI assistants, supporting contract analysis, ticket tracking, agent activities, and project status monitoring.

Kali MCP Server

A robust MCP server that interfaces with Kali Linux security tools, allowing AI assistants to perform authorized network scanning, web penetration testing, and vulnerability research through a secure and validated command layer.

7 tools

Security Testing MCP Server

A comprehensive security testing interface that exposes popular Kali Linux tools like Nmap, SQLMap, and Nikto to AI assistants for educational and authorized penetration testing.

8 tools

mcp

Give AI assistants access to real-time search data through SearchApi.