#127127th of 193 in Skills, plugins and prompts
potpie
CLI that builds a context graph of your codebase for coding agents
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- Stars
- 5.7k
- License
- Apache-2.0
- Last commit
- Oct 2026
- Last release
- Aug 2026
- Language
- Python
5,221 on 31 Mar 20265,746 on 20 Oct 2026
From GitHub's daily star counts.
Checked on GitHub.
Overview
Potpie is a Python CLI with a local daemon that indexes code, source history, issues and docs into a context graph. A setup wizard installs Potpie skills and instructions into coding harnesses (Claude Code, OpenAI Codex, Cursor, OpenCode), which then query the graph with commands like `potpie resolve` and `potpie search`. A local web UI explores the graph.
Who it is for: Developers who want coding agents to use project-specific context
Strengths
- One setup wizard installs skills for Claude Code, Codex, Cursor and OpenCode
- Indexes GitHub, Linear, Jira and Confluence, not only source code
- Local graph explorer UI opened with `potpie ui`
- Installs from PyPI with uv or pip; no manual ingest step needed
Weaknesses
- README gives no RAM, GPU, database or model requirements
- Only four coding harnesses and four integrations supported so far
- `potpie login` enables account-backed or managed features; free scope unclear
- No Docker or compose setup; relies on a local daemon
What it needs
- Needs GitHub, Linear, Jira, Confluence
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