offload-sidecar

offload-sidecar is an MCP tool that offloads file transforms, log triage, and vision tasks by passing file paths instead of content to Claude, routing work through local Ollama tiers (deep/fast) for privacy-critical tasks or Gemini via agy CLI (flash/pro) for vision and large inputs with budget-gated quota management. Deterministic in-process operations (dedup, sort, filter, decode, format conversion) incur no model calls, while LLM-backed operations validate output format before writing results and return only status payloads.