Graphify

【Adoption assessment】Current evidence shows Graphify is in an early hype phase: a few highly-retweeted posts and introductory articles drive attention, but there is almost no evidence of real-world production use. The discussions are weighted toward broadcast-style posts rather than deep technical evaluation, so the “popularity” is mostly novelty appeal. It is not a mature tool. 【What it does】Graphify parses project folders (code, SQL, R, scripts, docs, PDFs, images, videos) into a knowledge graph of entities and relationships. AI assistants then use this structured map instead of blind text search, understanding calls, dependencies, and semantic links, which reduces token waste and hallucination. An export-as-Obsidian-vault flag allows teams to share the same project brain. 【Barriers & cost】The tool is fully open source and free. Costs come from the LLM tokens used to generate the graph; large codebases will consume more. Some X posts claim 43×–71.5× reduction in subsequent query tokens, but that’s unverified personal testing, not an official benchmark.