Enables main agents to delegate memory retrieval, web research, and multi-step tasks to internal sub-agents, returning concise conclusions while keeping detailed tool calls and raw content out of the main context.
Enables coding agents like Claude Code and Codex to offload boilerplate generation, summarization, and other bounded text tasks to local or cheap cloud LLMs, keeping the frontier agent in charge of judgment and code edits.
Delegates heavy, repetitive, and verifiable tasks like PDF extraction, code analysis, and log processing to a local LLM to reduce token consumption for frontier AI models, while keeping decision-making with the main AI.
Lets a frontier coding agent delegate research, cataloguing, and long-running computation to a local LLM with guarded filesystem, web, and Python execution tools, preserving the agent's context and tokens.
Enables Claude Code and Claude Desktop to delegate token-heavy tasks to Antigravity headless subagents, offloading file edits, test runs, and exploration while preserving Claude's context window.
agent-delegate is an MCP-first delegation advisor for coding agents. It helps a main agent decide when to delegate read-only investigation, generate bounded subagent briefs, and summarize subagent results back into compact main-agent context.
