{"repo":"lemoncrow-lab/lemoncrow","free":true,"listed":false,"github":"https://github.com/lemoncrow-lab/lemoncrow","clone":"git clone https://github.com/lemoncrow-lab/lemoncrow.git","description":"Faster runtime for coding agents. Make coding agents 25% faster and 30% cheaper on average while keeping the quality same or more. Same Task, Same Quality, Faster and Cheaper.","language":"Python","stars":55,"topics":["agent-memory","ai-agents","claude-code","cli","codex","coding-agents","copilot","developer-tools","langchain","llm"],"license":null,"category":"ai-agents","readme_excerpt":"LemonCrow Runtime Keep your coding agent sharp on real codebases Context engineering, done right. LemonCrow runs underneath Claude Code, Codex, and other supported hosts with a local code graph, exact-range reads, bounded output, durable memory, and verified runtime controls — fully local, no account required. State-of-the-art context engineering. Read less, Output less, without compromising correctness. LemonCrow is tuned end to end across input context and output — ranked retrieval, exact-range reads, and bounded, compacted output — and out-measures grep-class code-index and output-compression tooling on the numbers below ( 1.9x retrieval MRR vs ripgrep, 27.9% fewer output tokens on SWE-bench Verified). Results · What it does · Quick start · Limitations · Privacy · Removal Checksummed GitHub release · no login, no network — details in Quick start . --- Results These are fixed results from pinned benchmark runs — not a live counter. Every headline number links back to committed raw runs and methodology in BENCHMARKS.md. The model, tasks, containers, turn limits, and verification harness were held constant. Results are mixed by design and include a regression (SWE-bench Lite below). Benchmark Baseline correct LemonCrow correct Correct delta Baseline cost LemonCrow cost Cost delta --------------------------------------------------- -----------------: ------------------: --------------: ---------------------: ------------------: -----------: SWE-bench Verified, 50 tasks x 5 rep","default_branch":null,"files":null,"tree":[],"storefront":"/r/lemoncrow-lab","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/lemoncrow-lab/lemoncrow/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}