AI research engine that searches YouTube, academic papers, and podcasts — scores every source for substance, credibility, and transcript depth. Builds a compounding knowledge graph. Creates queryable NotebookLM notebooks. MCP server for Claude Code. Free alternative to Perplexity Pro and Elicit.
python mcp youtube-api knowledge-graph research-tool literature-review ai-research research-assistant academic-papers transcript-analysis research-automation notebooklm model-context-protocol fastmcp deep-research claude-code perplexity-alternative source-scoring elicit-alternative consensus-alternative
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Updated
Mar 4, 2026 - Python