Engram Semantic Code Index

Example Use Cases

• 1

  Fast, semantic code search with ranked relevant snippets.

• 2

  Symbol lookup across multiple indexed projects.

• 3

  Context retrieval of related code snippets given a file and line range.

Description

Engram provides a fast, local semantic code indexing service that embeds your codebase using CUDA-optimized inference and maintains a live vector index with incremental updates. It enables precise, sub-3ms semantic search queries, symbol lookups, and context retrieval across multiple projects, replacing brute-force file reads with intelligent retrieval. The MCP server integrates with Claude Code to serve relevant code snippets, improving developer productivity on large codebases.