/ VanillaGraph
View on GitHub ↗
VanillaGraph · v0.1.0 · Open source · MIT · Local-first

A local knowledge graph
where agents do the filing.

Drop in documents. A four-agent pipeline extracts concepts, proposes wiki articles, and you approve. Your knowledge graph compounds entirely on your machine.

View on GitHub ← VanillaDB
demo.mov

See it run.

Drop a PDF. The pipeline runs. Articles appear for your review.

vanilla · demo.mov
Use Cases

Built for people
who think in documents.

VanillaGraph fits any workflow where knowledge accumulates faster than you can file it.

Research
Academic & technical research
Drop in papers as you read them. The pipeline extracts claims, methods, and citations and links them to what you already know. Your research knowledge base grows with your work.
Developer Docs
Living technical documentation
Feed in RFCs, ADRs, and runbooks. Agents link them into a coherent wiki. New team members can ask the MCP server questions about your system without reading every document.
Personal PKM
Second brain, no manual filing
Import meeting notes, articles, and highlights. Let agents handle the structure. Your vault stays organized because the work of organizing it is automated.
AI Workflows · MCP
Tool-use in Claude Desktop
VanillaGraph ships an MCP server. Connect your vault to Claude Desktop and ask questions against your own knowledge. Your wiki becomes a retrieval-augmented tool your agents can reach.