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What you can do with Graphicle

Graphicle is a local Rust program that builds a code graph of your repository and keeps its docs, decisions and past agent sessions as searchable memory for coding agents.

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Graphicle-AI/graphicle on GitHub

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What do you want to do?

4 use cases

  • Give your coding agent the code graph and project memory

    Install Graphicle once and connect your coding agents to the repo's code graph and memory.

    View prompt
    In the Graphicle-AI/graphicle repository's setup, run `graphicle setup --yes` in <repo-path>, then list every file it changed. Expected output: a list of changed files and a confirmation that the Graphicle MCP server is connected. Verify by asking the agent to use graphicle to find <topic> and checking that the answer cites file names and line ranges.

  • Find where a behavior lives by asking from the terminal

    Ask a plain-language question and get the matching code excerpts with file and line citations.

    View prompt
    In the Graphicle-AI/graphicle repository, run `graphicle ask "<question>"` inside <repo-path>. Expected output: an evidence list of cited excerpts, each with a file path, line range and symbol name. Verify by opening the first cited file at the stated lines and checking that the code answers the question.

  • See what depends on a function before you change it

    Build the code graph and list the code that depends on a symbol before you edit it.

    View prompt
    In the Graphicle-AI/graphicle repository's code graph, run `graphicle graph extract . --code-only` in <repo-path>, then `graphicle graph affected "<symbol>()"`. Expected output: a list of code that depends on the symbol. Verify by opening two listed dependents and confirming they call or import the symbol.

  • Approve or reject agent memories in the Graphicle app

    Review the memories your agents propose and keep only the ones you approve.

    View prompt
    In the Graphicle-AI/graphicle repository, run `graphicle open` for <repo-path> and review the memories waiting for approval. Expected output: a browser view of the graph, sources and memory with pending memories listed. Verify that a memory you approved is shown as reviewed and that a memory you rejected does not appear in new sessions.

How to use Graphicle

  1. Check you have what it needs: A local Git repository with the code you want to index; Homebrew, or the install script from the Graphicle README, to install the program; A terminal on macOS or Linux, or the Windows preview build for x86-64.
  2. Open Graphicle-AI/graphicle on GitHub and read the README and license.
  3. Run brew install graphicle-ai/tap/graphicle (or use the install script from the README if you do not use Homebrew).
  4. Open a terminal in your repository and run cd your-repo.
  5. Run graphicle setup and read the list of files it changed; it backs each one up first.
  6. Ask your agent: "use Graphicle to find where failed requests are retried".

These steps come from our top use case, Give your coding agent the code graph and project memory, which also has a copy-paste agent prompt.

Graphicle alternatives · Best AI repos for Software and DevOps

About this repo

  • Who it is forDevelopers and engineering teams who use coding agents such as Claude Code, Codex or Cursor on a Git repository and want them to find cited code and project context.
  • Why it is hot
  • LanguageRust
  • Sourcegithub.com/Graphicle-AI/graphicle · Back to Hot repos

Requirements

  • A local Git repository with the code you want to index
  • Homebrew, or the install script from the Graphicle README, to install the program
  • A terminal on macOS or Linux, or the Windows preview build for x86-64
  • A coding agent that supports MCP, such as Claude Code, Codex or Cursor (optional, for agent use)
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Questions about Graphicle

What is Graphicle?

Graphicle is a local Rust program that builds a code graph of your repository and keeps its docs, decisions and past agent sessions as searchable memory for coding agents. It is an open-source project on GitHub: https://github.com/Graphicle-AI/graphicle.

Who is Graphicle for?

Developers and engineering teams who use coding agents such as Claude Code, Codex or Cursor on a Git repository and want them to find cited code and project context.

What can I do with Graphicle?

4 use cases so far, for example: Give your coding agent the code graph and project memory; Find where a behavior lives by asking from the terminal; See what depends on a function before you change it. Each has steps and a copy-paste agent prompt.

What do I need to run Graphicle?

A local Git repository with the code you want to index; Homebrew, or the install script from the Graphicle README, to install the program; A terminal on macOS or Linux, or the Windows preview build for x86-64; A coding agent that supports MCP, such as Claude Code, Codex or Cursor (optional, for agent use).

What are alternatives to Graphicle?

Other hot AI repos in Software and DevOps: Harness2, iFixAi, Orca, Diagram Design, AI Memory.

Is Graphicle safe to run?

Deduped does not own, audit or vouch for it. Read the README and license, run it on your own systems first and review every command before you run it.