Autosearch: AutoSearch is an open-source deep research infrastructure for AI agents. It provides MCP-native access to over 40 channels, including 10+ Chinese sources, enabling multi-source search with indexed and ranked results. It remains uncoupled from LLM calls, allowing agents to keep their own models and workflows.; thunderbit-mcp-server: Thunderbit MCP Server is an open-source toolkit for the Thunderbit Open API that ships three packages: a CLI for scripted extraction, an MCP server exposing seven scraping and distillation tools, and a Claude Code plugin. It converts any web page to clean LLM-ready Markdown, extracts structured data via JSON Schema, and supports batch processing — all backed by a free API key.
Research the latest academic papers and preprints on arxiv
Feeding clean web content into LLM pipelines for RAG or summarization