Creates isolated Git branches to test different debugging hypotheses in parallel, validating fixes without affecting the main codebase
Integrates with GitHub repositories to enable debugging support, with example solutions for real GitHub issues
Runs as a Node.js-based MCP server to provide debugging services to AI coding agents
Deebo is an autonomous debugging system that AI coding agents (Claude, Cline, Cursor, etc.) can delegate tricky bugs to using the Model Context Protocol (MCP). It runs structured investigations in parallel Git branches to test hypotheses, validate fixes, and helps you move faster. If your main coding agent is like a single-threaded process, Deebo introduces multi-threadedness to your development workflow.
feedback, questions/support? dm me on x @sriramenn or open an issue here
If you think your team can benefit from Deebo, we’d love to hear from you. We’re partnering with teams who use AI agents to write production code and want to maximize their productivity. Reach out for a live walkthrough, custom setup support, or to explore early access to enterprise features.
40-second sped-up video of Deebo in action on a real codebase
Deebo scales to production codebases, too. Here's an example of Deebo solving the test53 linearizer failure $100 tinygrad bug bounty by spawning 17 scenario agents and coming up with 2 valid fixes. Check out progress.md for just the solution.
That's it! Follow the prompts to configure your API key and you're ready to go. Works with:
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Cursor users: https://cursor.directory/mcp/deebo
If you're not using Cline or Claude Desktop, follow these steps:
~/Library/Application Support/Code/User/settings.json~/Library/Application Support/Code/User/globalStorage/saoudrizwan.claude-dev/settings/cline_mcp_settings.json~/Library/Application Support/Claude/claude_desktop_config.jsonDeebo supports OpenRouter, Anthropic, OpenAI SDK, and Gemini models. Configure via environment variables:
MOTHER_HOST: LLM provider for mother agentSCENARIO_HOST: LLM provider for scenario agents[PROVIDER]_API_KEY: API key for chosen providerOPENAI_API_KEY to your API key (e.g., 'ollama' for Ollama)OPENAI_BASE_URL to your API endpoint (e.g., 'http://localhost:11434/v1' for Ollama)See src/util/agent-utils.ts for supported models and configuration details.
This project is licensed under the Apache License, Version 2.0 - see the LICENSE file for details.
Copyright 2025 Sriram Nagasuri
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local-only server
The server can only run on the client's local machine because it depends on local resources.
Deebo is an autonomous debugging system that AI coding agents (Claude, Cline, Cursor, etc.) can delegate tricky bugs to using the Model Context Protocol (MCP). It runs structured investigations in parallel Git branches to test hypotheses, validate fixes, and helps you move faster.