Coding agents and dev tools · Independent · 26 Oct 2026

potpie-ai/potpie

Context Graph for AI Native SDLC

← Coding agents and dev tools
Potpie: context graph for AI agents. Maps your codebase so AI assistants understand your project.
Verified26 Oct 2026

Radar check

What we found when we opened it. Every bar is one fact, with its date.

Alive100

Last code pushed 26 Oct 2026, the same day before this check.

Releases85

Latest release v2.0.1 on 31 Aug 2026.

Maturity55

Public since August 2024, a little over 2 years.

Adoption75

5,768 stars and 691 forks.

Activity65

41 commits and 10 new issues in the last 90 days.

Community80

45 contributors. 37 pull requests merged in 90 days.

Security40

No security policy file says how to report a problem. No published security advisories.

Licence Apache-2.0: permissive: use it for anything, keep the noticeSetup effort 3 of 5Payoff 4 of 5
How the bars are scored
  • Alive. Days since the last code push: a week or less 100, a month 90, three months 70, six months 50, a year 30, eighteen months 15, older 0.
  • Releases. Age of the latest GitHub release, on a similar scale; no bar when the project publishes no releases.
  • Maturity. Age of the project: eight years 100, five 90, three 70, two 55, one 40, six months 25, younger 10.
  • Adoption. Stars on a log scale: 100,000 stars is 100, 10,000 is 80, 1,000 is 60, 100 is 40.
  • Activity. Commits in the last 90 days: 300 or more 100, 100 85, 30 65, 10 45, any 25.
  • Community. People who have contributed: 100 or more 100, 30 80, 10 60, 5 40, 2 25, one 10.
  • Security. A published security policy 80, none 40; published advisories are listed, not scored.

Checked by Repo Radar on 26 Oct 2026 from the repository on GitHub.

In simple English

When you ask an AI assistant to change your code, it often forgets how different parts of your project fit together. This tool reads your repository, bug trackers, and documentation to build a detailed map of your project. It feeds this map to your AI coding assistant so it writes better code. You install it with a command-line tool on your computer. It is free to use under an open-source licence, but you need your own AI model keys.

What it is

Potpie is a Python command-line utility (a program you run in your terminal by typing text commands) that indexes codebases and team workflows into a structured context graph (a web of interconnected data points about your code and decisions). It plugs directly into popular AI coding tools to give them project-specific memory.

What it is good for

Solo builders who use AI coding assistants and want fewer bugs caused by the AI missing important project context.

Stars5.8k
LicenceApache-2.0
Latestv2.0.1 (2026-08-31)checked 26 Oct 2026
Last code change2026-10-26
Written inPython
Setup effort
3 / 5
Payoff
4 / 5
Good
  • Connects code, issue trackers, and team documents into one searchable map.
  • Plugs straight into common AI coding assistants like Claude Code and Cursor.
  • Includes a local web interface to explore your project graph visually.
Watch for
  • Requires comfort with command-line tools and Python package installation.
  • Needs an active internet connection and API keys for underlying AI models and integrations.
  • Relies on background daemons that need occasional troubleshooting if they stop.
Replaces

manual context-pasting into AI chat windows

Works well with

Cursor

Similar repositories
  • Aider-AI/aider50k stars

    Aider is a command-line chat tool for AI pair programming that edits files in your git repository directly.

Also reviewed on Repo Radar
  • Kong/insomnia40k stars

    A desktop application for sending requests to an interface and reading what comes back.

  • microsoft/playwright-mcp39k stars

    A server that lets an AI assistant drive a real browser, using the page's own structure rather than screenshots.

  • Kilo-Org/kilocode28k stars

    An open-source coding assistant for VS Code, JetBrains editors and the terminal, which can edit several files at once.

Install
uv tool install potpie
potpie setup

Independent: reviewed for Repo Radar outside the daily editions. Every independent repository

On Stack Radar: Build & Ship › Developer Environments › Codebase Context & Code Graphs.

Get the next edition in your inbox

A dozen repositories, opened and checked. The licence read, the last release dated, and the ones that did not make it named with the reason. It is the half most lists leave out.

No tracking pixels. One click to leave. The archive stays free either way.

We use your address to send the edition and nothing else. Confirm by email, leave in one click. How we handle it.