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Graphify builds a knowledge graph of each repository you connect, keeps it current as you push, and serves it to your coding agents and your team.
Before you start
  • A Graphify account. Sign in at app.graphify.com. New accounts start on a 14-day Pro trial, no card required.
  • A repository on GitHub or GitLab (gitlab.com) that you can install an app on or grant access to.
  • A coding agent that supports remote MCP servers, such as Claude Code, Cursor, Codex, or VS Code.

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1. Connect a source

Install the Graphify GitHub App, or connect GitLab, and choose the repositories Graphify can read. Graphify asks only for the access it needs to read code and post reviews. See Repositories.

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2. Index the repository

When you switch on Indexing for a repository, Graphify builds a graph from the latest commit on its default branch. Each build runs in an isolated job that checks out that exact commit with short-lived, repository-scoped credentials. The build uses the same open source engine as Graphify Local: it parses code with tree-sitter, links calls, imports, and references across files, and groups related code into communities. How the graph is built covers each stage.

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3. Stay current

Every push to the default branch starts a new build. Your agents keep using the previous graph until the new one is ready, so a build in progress never leaves them without answers.

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4. Use the graph

  • In the console: explore Graphs, read the generated Wiki, and trace who calls a function.
  • In your agent: connect the hosted MCP server at https://api.graphify.com/mcp. Your agent signs in with OAuth and queries the graph with tools such as graphify_node, graphify_callers, and graphify_impact. See Integrations.
  • On pull requests: Reviews check each change against the graph and the diff.

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5. Learn from your team

Replies such as @graphify wrong or @graphify good on a review feed Learning. Agents can save what they learn about a repository to Memory, which every assistant and teammate in the workspace can read.

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Next steps

Index a repository

Connect a repository and build its first graph.

Connect your agent

Add the hosted MCP server to your coding agent.

Review pull requests

Get reviews that read the graph, not only the diff.

Graphify vs Local

Decide where the graph should live.