Explore MCP Servers

Empower LLMs with fine-grained visual understanding — detect, localize, and describe anything in images with natural language prompts.

Automates Kubernetes deployment workflows with intelligent resource discovery, intent-based recommendations, manifest generation, and deployment execution while capturing organizational patterns through vector search for codifying deployment knowledge and providing deployment guidance.

Integrates with Anki flashcard software to create, manage, and study flashcards through natural language interactions with your local Anki desktop application

Integrates with Twitch's IRC and Helix API to provide real-time chat moderation with smart user targeting, automated timeout management, and stream control features including polls, predictions, and content updates.

Generates customizable human face images using thispersondoesnotexist.com, offering options for shape, dimensions, and batch processing for UI prototyping and dataset creation.

Enables interaction with macOS system preferences via the 'defaults' command for querying and modifying configurations.

Processes and optimizes 3D glTF/GLB models with analysis, validation, format conversion, compression, and geometry simplification tools for web, mobile, and game engine compatibility.

R

Reddit Research

Remote

Turn Reddit into structured insights with full citations

Integrates with Superjolt's deployment platform to manage JavaScript applications, handle machine operations, configure environment variables, set up custom domains, and monitor logs through conversational commands.

Generates conventional commit messages from staged git changes by analyzing diffs and file status to create properly formatted commits with optional type and scope parameters.

Extracts and converts PDF content to clean markdown text using Mistral AI's OCR service with intelligent caching to avoid re-processing documents.

Empower your automation workflows with an AI-ready interface for Ansible Tower. Ansible Tower MCP Server provides a versatile Model Context Protocol API for managing inventories, hosts, job templates, projects, credentials, users, teams, and workflows through AWX. With comprehensive resource coverage, Docker support, and environment-based configuration, it enables seamless integration with AI agents or programmatic tools. The server is actively maintained and designed for easy extension, making it a robust choice for both standalone service and advanced orchestration scenarios. Contributions are welcome to help drive cloud automation forward!

Integrates with geospatial libraries to perform geometric transformations, coordinate system conversions, and spatial analyses using WKT geometry strings for map creation and location-based services.

Pinata IPFS

Official

Integrates with Pinata's IPFS storage services for uploading, searching, organizing, and retrieving files on both public and private decentralized networks using secure API authentication.

Integrates with Raindrop.io bookmarking service to enable searching, creating, and retrieving bookmarks and collections through authenticated API access.

Integrates with the rqbit BitTorrent client to enable torrent management operations including adding torrents via magnet links, monitoring download progress, and controlling torrent lifecycle with pause, start, delete, and forget commands.

Integrates with Caiyun Weather API to provide real-time weather data and forecasts based on geographic coordinates or location names for travel planning and outdoor activities.

Dumpling AI

Official

Provides a bridge to Dumpling AI's data extraction API for performing web searches, scraping content, extracting structured data, and processing various document formats through 20+ specialized tools.

Provides a bridge to the Unleash feature flag management system, enabling dynamic creation, retrieval, and management of feature flags across different development projects.

Provides secure, read-only access to ShadowGit repositories with git operations like log, diff, blame, and grep to analyze fine-grained commit history and trace code evolution for debugging workflows.

Kalendis

Official

Kalendis is a scheduling backend API that provides an MCP server for generating TypeScript clients and framework-specific API route handlers (Next.js, Express, Fastify, NestJS).