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Ory Lumen - faster, cheaper Claude Code with local semantic code search

Ory Lumen - faster, cheaper Claude Code with local semantic code search

by luckyturkey·Mar 11, 2026·10 points·2 comments

AI Analysis

●●SolidBig BrainSolve My Problem

SQLite-vec + tree-sitter chunking cuts Claude Code costs by 39% versus grep-based search.

Strengths
  • MCP server approach integrates directly with Claude Code's existing tool-calling without replacing it
  • Merkle tree re-indexing means only changed files get re-chunked and re-embedded on subsequent runs
  • Verified SWE-style benchmarks show 53% runtime reduction, not just marketing claims
Weaknesses
  • Codebase indexing for LLMs is crowded (Cursor, Continue, Cody) — niche is Claude Code specifically
  • Requires Ollama or LM Studio running locally, adds setup friction versus cloud alternatives
Target Audience

Developers using Claude Code on medium-to-large codebases

Similar To

Continue · Cursor · Sourcegraph Cody

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