Test

Provides web scraping and DuckDuckGo search capabilities for retrieving and processing web content as markdown.

Integrates with arXiv to enable keyword-based searching and retrieval of academic articles for research assistance and literature reviews.

Integrates with Ayd to enable service monitoring, status checks, and log retrieval for enhanced operational visibility and incident response.

An open-source platform for Retrieval-Augmented Generation (RAG). Designed for developers who want to build intelligent, document-based applications quickly and efficiently.

website_firecrawl

Spice v1.1.0 can act as both an MCP Server, with the new /v1/mcp/sse API, and an MCP Client, supporting stdio and SSE-based servers. Spice is a portable, single-node, compute engine built in Rust. It embeds the fastest single-node SQL query engine, DataFusion, to serve secure, virtualized data views to data-intensive apps, AI, and agents. Sub-second data query is accelerated locally using Apache Arrow, DuckDB, or SQLite.