Goose

Score: 83/100 ⓘ How we score
Verified 2026-02

Block's open-source AI agent framework that goes beyond code suggestions—installing, executing, editing, testing, and automating complex workflows with any LLM and extensive MCP integration.

🚀 See Goose in Action

Watch Goose autonomously analyze, migrate, and test the component.

💡 This is a simulated example demonstrating typical Goose capabilities. No actual LLM call is made.

Prompt:
Migrate this React class component to a functional component with hooks.

Key Features

Autonomous task execution: builds projects, debugs, runs tests
Works with any LLM with hot-swap model switching mid-conversation
Native MCP (Model Context Protocol) integration for external tools
Local-first execution for privacy and security
Desktop app and CLI available
Multi-model configuration for cost/performance optimization
Open-source under Apache 2.0 license

Best For

Code MigrationEnterprise AutomationPrivacy-Focused DevelopmentMulti-Tool WorkflowsNon-Technical Automation

Key Specifications

Core CompetencyCode Migration, Enterprise Automation, Privacy-Focused Development, Multi-Tool Workflows, Non-Technical Automation
AI ArchitectureModel-agnostic: works with any LLM. Supports multi-model configuration and hot-swapping between models mid-conversation.
Context WindowDepends on selected model. Designed for large-scale codebase understanding.
DeploymentDesktop app for macOS/Windows/Linux, CLI for terminal workflows. Local execution by default.
Offline SupportLocal-first architecture. Can run fully offline with local models, or connect to cloud APIs as needed.
IDE IntegrationIDE-agnostic—runs as desktop app or CLI alongside any editor.
Company Maturity1 years
Pricing ModelFreemium - Basic features

📊 Performance Metrics & Comparisons

Score Breakdown

Visual breakdown of this tool's performance across six key evaluation criteria

Top 5 Tools Comparison

See how Goose ranks against the top AI coding assistants in our directory

Common Use Cases

Detailed Analysis

✓ Strengths

  • Enterprise-grade AI models
    Powered by Model-agnostic: works with any LLM. Supports multi...

✗ Limitations

Expert Analysis

Goose emerged from Block's internal engineering needs and has been validated at scale: 75% of Block engineers report saving 8-10+ hours weekly. What sets Goose apart is its local-first architecture—code never leaves your machine unless you explicitly connect to an external API—making it ideal for privacy-sensitive industries like finance and healthcare. With 4,000 Block employees using it across 15 job profiles (not just engineering), it demonstrates AI agent utility beyond pure coding. The open-source Apache 2.0 license ensures community-driven evolution.

Verdict

Goose offers solid AI development capabilities with specific technical strengths. Unique offline capabilities make it suitable for security-conscious enterprise environments. Best suited for developers requiring advanced AI assistance in their primary development workflow.

Who is This For?

**Experienced developers** working in specialized domains or with specific technical requirements.

Company Background

Status: Open-source project by Block, Inc. (formerly Square)

Founded: 2025 (Released January 2025)

Backing: Backed by Block, Inc. (NYSE: XYZ), a publicly traded fintech company.

Frequently Asked Questions

What AI model does Goose use?

Model-agnostic: works with any LLM. Supports multi-model configuration and hot-swapping between models mid-conversation.

What IDEs does Goose support?

Goose supports IDE-agnostic—runs as desktop app or CLI alongside any editor..

Does Goose work offline?

Yes, Goose supports offline mode. Local-first architecture. Can run fully offline with local models, or connect to cloud APIs as needed.

How does Goose compare to Claude Code?

Goose scores 83/100 versus Claude Code's 98/100. Goose excels at Code Migration and Enterprise Automation, while Claude Code is known for Agentic Coding and Complex Refactoring.

What is Goose best for?

Goose is best suited for Code Migration, Enterprise Automation, Privacy-Focused Development, Multi-Tool Workflows, Non-Technical Automation. Large-scale code migrations (Ember to React, Ruby to Kotlin)—Goose rewrote 70% of a platform's code

What is Goose's context window size?

Depends on selected model. Designed for large-scale codebase understanding.

Sources

Primary references: blog, docs, release notes, API, and status pages.

User Reviews & Ratings

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