AgentScout / coding / Potpie
codingOpen source + cloudAdded Oct 16, 2026

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Builds a knowledge graph of your codebase so agents can help across the software lifecycle.

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Good for: writing code

Use cases

About Potpie

Potpie is listed in our coding category and is aimed at builders. Builds a knowledge graph of your codebase so agents can help across the software lifecycle. Pricing, as the maker states it: Open source + cloud. Maturity: Mature. We last checked the official link on 2026-10-16.

What is Potpie?

Potpie turns your codebase and software development lifecycle into a living context graph for AI agents. It indexes code, structure, decisions, source history, team knowledge and engineering workflows.

With that context, agents can answer questions, plan changes, debug failures and write code that fits your project. It installs as a CLI from PyPI, and a setup wizard provisions local config, storage, a daemon and agent skills and lets you choose integrations and your coding harness. A cloud option is also offered.

Sources: the official README and our directory listing, checked 2026-10-18. Official site: potpie.ai.

Who is Potpie for?

Engineering teams who want coding agents to work with project-specific context across the whole development lifecycle.

Potpie at a glance

  • Open source: Yes (Apache License 2.0)
  • GitHub: potpie-ai/potpie · 5,746 stars (as of Oct 21, 2026)

Key features

  • Context graph of code, history and team knowledge
  • Helps agents answer, plan, debug and code
  • CLI with setup wizard
  • Open source with a cloud option

Potpie FAQ

What is Potpie?

Potpie turns your codebase and software development lifecycle into a living context graph for AI agents. It indexes code, structure, decisions, source history, team knowledge and engineering workflows.

Who is Potpie for?

Engineering teams who want coding agents to work with project-specific context across the whole development lifecycle.

Is Potpie free?

Potpie's pricing, as the maker states it: Open source + cloud. Open-source tools are free to use, though you may still pay for model API usage or a hosted plan. Check the official site for current plans.

Is Potpie open source?

Yes. Potpie is released under the Apache License 2.0, according to its GitHub repository.

What are alternatives to Potpie?

Similar tools include Graphify, Understand-Anything, Repowise, SocratiCode, Devin and CoTester.

Potpie ratings and reviews

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