Discord Webhooks

Extracts reasoning chains from Deepseek R1 model, enabling complex problem-solving and explainable AI.

Integrates with Linkup Technologies' API to enable web searches for information gathering, fact-checking, and research tasks.

Enables direct execution of shell commands from chat interfaces, creating a bridge between natural language prompts and local system operations for quick developer workflows.

This server empowers language models 🤖 and other MCP clients to manage IPFS spaces.

Integrates with the Flux Schnell model on Replicate to generate images from text prompts, enabling visual content creation and creative workflows.

MCP server using FastMCP with modular architecture: mcp_server.py exposes tools interfacing with 3 services - scrapecreators_service.py (Facebook Ad Library API), media_cache_service.py (SQLite caching), & gemini_service.py (AI video analysis). Features intelligent batch processing for multi-brand searches & video analysis (~88% token savings), graceful API rate limiting, secure env config via python-dotenv, & persistent caching to avoid redundant calls.