> ## Documentation Index > Fetch the complete documentation index at: https://docs.graphify.com/llms.txt > Use this file to discover all available pages before exploring further. > ## Agent Instructions > The PyPI package is graphifyy, with two y's. The command is graphify. > /graphify . is typed in an assistant chat, not in a shell. > Use only commands, flags, and endpoints shown on these pages. Do not invent one. > Choose the surface before you open a page. Local (Graphify Local) is the graphifyy package on the machine: the skill, the CLI, and the ten-tool MCP. Its pages are the Open Source tab (/open-source/) and the Graphify Local tab on each Integrations page. Graphify is the hosted workspace and https://api.graphify.com/mcp (Streamable HTTP, OAuth, no API key). Its pages are the Graphify tab (/platform/, /concepts/) and the Graphify (hosted) tab on each Integrations page. Prefer Graphify unless the user asks for a local or offline setup. Cookbooks (/cookbooks/) and /mcp/docs-search apply to both. Each page's source frontmatter records this as surface: local, cloud, or both. Buildkite is the CI integration. > In llms.txt, tell the surface from the page path. Graphify: /platform/ and /concepts/. Local: /open-source/. Most /integrations/ pages cover both, with a Graphify (hosted) tab and a Graphify Local tab. Everything else applies to both. > graphifyy release notes are published at https://github.com/Graphify-Labs/graphify/releases and https://graphify.com/changelog. The current package version is on PyPI (https://pypi.org/project/graphifyy/). > The official site is https://graphify.com. These docs are https://docs.graphify.com. > The local MCP server is the ten tools in the MCP tool reference and reads a graph on the machine. The hosted server is https://api.graphify.com/mcp (Streamable HTTP, OAuth, no API key). The JetBrains, ChatGPT, Codex, and Dots, and Vercel pages use the hosted server, not the ten-tool list. On pages with tabs, the Graphify (hosted) tab uses the hosted server and the Graphify Local tab uses the local skill or the ten-tool server. > Read https://docs.graphify.com/llms.txt, then open one page's .md link. Use https://docs.graphify.com/llms-full.txt only when one page is not enough. # Review a pull request with Graphify > Get a Graphify review on a pull request, rerun it after new commits with @graphify review, and teach it with @graphify wrong, good and suppress. Graphify reviews a pull request against the graph of your repository, so a finding can point past the diff to the callers and dependencies a change reaches. You read the review in **Reviews**, rerun it with a comment, and tell it which findings were right. Reviews are advisory. They don't block a merge. ## Before you start * An account at [app.graphify.com](https://app.graphify.com). New accounts start on a 14-day Pro trial, then move to Free (up to 3 indexed repositories). No card is required. * A repository with the status **Indexed**. See [Repositories and builds](https://docs.graphify.com/platform/repositories.md). * **PR reviews** switched on for the repository. It is on unless someone turned it off in **Repositories** > **Options**. ## Get a review Open a pull request, reopen one, or mark a draft as ready for review. Graphify reviews it at that point. A draft is skipped until it is marked ready. A later push to the pull request does not start another review. To review the current head after new commits, comment on the pull request: ```text theme={"theme":{"light":"github-light-default","dark":"github-dark-default"}} @graphify review ``` The comment works for a repository owner, member, or collaborator. The review uses the indexed default-branch graph plus the pull request's diff. It does not index the pull request's branch. ## Read the review 1. Open **Reviews** and choose the repository. 2. Select the pull request and the review run. Check the commit, so you know which revision was reviewed. 3. Read each finding with its source context and the affected code. The review can also include these advisory sections, each with its own switch in **Repositories** > **Options**: | Section | What it lists | | - | - | | **Risky patterns (advisory)** | Risky patterns on lines the pull request adds. | | **Docs that may be stale (advisory)** | Docs that mention code the pull request changed. | Where formal verification ran, each supported changed function gets a result: proved equivalent, a behavior change with the input that shows it, or no verdict. A finished review is not proof that the change keeps behavior. See [Read a review and a verdict](https://docs.graphify.com/platform/read-a-result.md). ## Tell Graphify what was right Reply on the pull request with the exact finding or rule name from the review: | Comment | Use it when | | - | - | | `@graphify wrong ` | The finding is a false positive. | | `@graphify good ` | The finding was useful. | | `@graphify suppress ` | You want Graphify to stop surfacing findings from that rule. | Feedback changes which advisory findings appear later. It does not change verification results. The [Learn](https://docs.graphify.com/platform/learning.md) view shows the dismissals, suppressed patterns and feedback history. ## If something fails | What you see | What to do | | - | - | | No review on a new pull request | Check that **PR reviews** is on and the repository is **Indexed**. A draft waits until it is marked ready. | | The review is for an old commit | Comment `@graphify review` to review the current head. | | `@graphify review` does nothing | The commenter must be an owner, member, or collaborator, and **PR reviews** must be on. | | A finding misses recent default-branch code | The graph may be **Out of date**. Check [Repositories and builds](https://docs.graphify.com/platform/repositories.md). | ## Next steps > **[Try it in Graphify](https://docs.graphify.com/platform/quickstart.md)** > > We build and host the graph for you. Start with a 14-day Pro trial, then keep up to 3 repositories on Free. No card required. > **[Read a review and a verdict](https://docs.graphify.com/platform/read-a-result.md)** > > What each finding and verification label means. > **[Check the impact of a change](https://docs.graphify.com/concepts/check-impact.md)** > > Ask your agent what a change reaches before you open the pull request. [PreviousPull request reviews](https://docs.graphify.com/platform/reviews.md) [NextRead a review and a verdict](https://docs.graphify.com/platform/read-a-result.md) This documentation is built and hosted on [Mintlify](https://mintlify.com), a developer documentation platform.