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Launched 2024 Β· Verified Oct 2, 2026

Potpie

Verified Oct 2, 2026 Active
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Open-source context layer that turns a codebase and its tickets into a graph so coding agents can plan, answer and debug.

codebase contextknowledge graphcoding agentsopen sourcedebuggingenterpriseFreemium

Listed on EffectHub Β·

Web Β· API Β· VS Code extension Β· Slack app
Screenshot of the Potpie website
#3315
potpie.ai as we captured it β€” our own screenshot, not the vendor’s press image.

Pricing

Pricing model
Freemium

The open-source CLI is free under Apache 2.0. The hosted Individual plan shows $0 per month with 50 requests, unlimited if you bring your own model keys. Enterprise is custom, priced per user plus a platform fee, so no paid price is published.

Use tool β†—
Overview

About Potpie

Potpie parses repositories, pull requests, issues and documentation into a knowledge graph and gives AI agents that context for codebase Q&A, feature planning and code changes, debugging and root-cause tracing. It ships as an Apache-licensed command-line tool that also installs guidance into coding harnesses such as Claude Code, Codex, Cursor and OpenCode, with GitHub, Linear, Jira and Confluence connectors. The hosted product adds custom agents, recipes and an API, and the enterprise tier offers self-hosting, audit trails and on-premise deployment. It is aimed at larger engineering teams with big or legacy codebases.

Platforms
Web Β· API Β· VS Code extension Β· Slack app
API
Yes
Last verified
Oct 2, 2026

Verified sources

  • Home page lists the Specialists, Forge, Recipes and Trace products, pricing tiers and open-source claimspotpie.ai β†—
  • Pricing page says licenses are priced per user with a platform fee and quotes are by formpotpie.ai β†—
  • Terms of service identify Momenta Softwares Inc. doing business as Potpie, a Delaware corporationpotpie.ai β†—
  • GitHub README describes the CLI, integrations, supported coding harnesses and the Apache 2.0 licensegithub.com β†—
  • Documentation index lists API access, custom agents and self-hosting setupdocs.potpie.ai β†—
Fact check

Is Potpie legit?

We don’t label tools safe or unsafe. Below are the records we checked ourselves, each with the date we read it.

Last checked
Oct 2, 2026The site answered
On the market since
2024The vendor's own material, read by us
Operated by
Momenta Softwares Inc., United StatesOur research, card verified Oct 2, 2026

How we collect these records

Editorial verdict

Pros & cons of Potpie

medium confidence

A fit for engineering teams whose agents keep getting lost in large or legacy repositories and who want a shared context layer they can run themselves. The free CLI and Apache license make it easy to try on one repo. Smaller teams may find the enterprise framing and custom pricing more than they need.

Pros

  • Apache 2.0 open source with an active public repository
  • Plugs into Claude Code, Codex, Cursor and OpenCode
  • Indexes GitHub, Linear, Jira and Confluence as well as code
  • Enterprise tier offers self-hosting, audit trails and on-premise deployment

Cons

  • Paid pricing is only available through a sales form
  • Benchmark and customer figures on the site are self-reported
  • Product line spans several names, including Specialists, Forge, Recipes and Trace, which takes time to learn

Best for

  • Teams with large or legacy codebases where agents lack project context
  • Organizations that want a self-hostable, open-source context layer

Not for

  • Solo developers who only want an autocomplete-style assistant
  • Buyers who need published per-seat pricing before talking to sales

Watch out: The hosted free plan allows only 50 requests a month unless you bring your own model keys, so heavy use means either supplying keys or moving to a custom enterprise contract.

Potpie head-to-head

Side-by-side fact sheets against the competitors our research or their makers name β€” pricing, platforms, API and both verdicts on one page.

Tasks

Also used for

Professions

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