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AI coding agent Goose offers functionality similar to Claude Code, but can run entirely locally, with no subscription fee and no rate limits. Goose has gained over 26,100 stars on GitHub, with 362 contributors and 102 releases, the latest version 1.20.1 released on January 19. It supports any LLM, can run locally via Ollama with open-source models such as Qwen 2.5, and integrates MCP to connect to external services; the trade-off is that model quality, context window, and speed still fall short

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