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elara-labs/code-context-engine

Code Context Engine elara-labs/code-context-engine is an MIT local-first Python code indexing engine (Tree-Sitter + BM25 + PageRank) for AI coding agents that indexes a codebase once, lets agents search instead of re-reading files, and reports a 94% measured input-token saving on a reproducible FastAPI benchmark, auto-detects the active editor on `cce init` and writes the right config (Claude Code

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Score8.3
Popularity180.0
Risklow
TierGold
Score breakdown
Usefulness8.7
Novelty9.9
Momentum10.0
Maturity9.0
Open-source/build7.4
Evidence7.2
Workflow potential9.0
Setup ease6.5

Popularity is tracked separately. Support, ads, sponsorships, and tips never affect these signals.

Why it matters

Useful for developers, AI engineers, frontend engineers, backend engineers, indie hackers, freelancers, and small teams who use Claude Code / Cursor / Codex / VS Code Copilot / Gemini CLI / OpenCode / Tabnine and want a local-first code-indexing engine that gives the agent graph-quality retrieval instead of letting it re-read whole files, because elara-labs/code-context-engine is an MIT local-firs

Who should use it

BuildersPower users

Who should skip it

Skip if the source link, docs, or setup requirements do not match your workflow.

Risk explanation

Risk label needs manual review.

Evidence links

Closest alternatives / related signals

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