Engraph

Engraph AI is an open-source, fully offline local intelligence layer that converts markdown notes into a rich, structured knowledge graph. Acting as a Model Context Protocol (MCP) server, it grants AI agents immediate context to search, read, and write directly within personal Obsidian vaults using a high-precision 4-lane hybrid search orchestrator.

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About Engraph

Engraph AI is a local, fully offline intelligence layer that transforms your personal Obsidian markdown vault into a highly accessible knowledge API for AI agents. By combining semantic embeddings, full-text search, and wikilink graph traversal with local LLM-powered reranking, it compiles your files into a cohesive knowledge graph that operates entirely on your own machine without requiring external cloud access or API keys. The tool runs as a single local binary and functions as a Model Context Protocol (MCP) server, an HTTP REST API, or a ChatGPT Action, allowing advanced AI tools like Claude Code or custom LLM setups to interactively query, create, move, and dynamically organize your notes with real-time file-watching synchronization.

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