Essentials
How to understand a new codebase in 30 minutes
Understand a new codebase in 30 minutes: build a knowledge graph, read its report and hub nodes, then ask questions that cite real files and lines.
Plan a safe refactor with change impact analysis
Run code impact analysis before a refactor: list every caller of a function, trace paths between modules, and find the tests to run, with Graphify.
Find dead and duplicate code in your repos
Turn a messy code graph into a cleanup plan: read code areas, hubs and change impact, find dead and duplicate code, then hand it to your agent safely.
Track code quality when you don't write code
A weekly routine for founders and managers: read what changed, decide which findings matter, and hand fixes to an agent, all in the Graphify Console.
Keep a code wiki in sync using git hooks
Keep docs in sync with code: rebuild the Graphify graph on every commit with git hooks or watch mode, then regenerate a code wiki that never goes stale.
Team
Review PRs as a team and avoid merge conflicts
Review pull requests as a team with Graphify: rank open PRs by impact, spot PRs that collide on the same code, and pick a safe merge order early.
Share a code graph with your team using git
Share one code graph with your team: commit graph.json, register Graphify’s git merge driver so branches merge cleanly, and tag who added each source.
Map a dependency graph across multiple repos
Combine two or more repositories into one cross-repo dependency graph, then ask your coding agent what a change in one repository breaks in the others.
Agents
Claude Code MCP and hooks for your monorepo
Give Claude Code a knowledge graph of your monorepo: install the Graphify skill, add always-on hooks and a local MCP server, then measure token savings.
Connect cloud coding agents to remote MCP
Connect Claude Code, Codex, Cursor or VS Code to Graphify’s hosted MCP server, sign in with OAuth, and let your agent query indexed repositories.
Make your AI coding agent use the graph
Get Claude Code, Codex and Cursor to query Graphify before they grep, keep the graph fresh as code changes, and prove the agent called the tools.
Fix code review findings with a coding agent
Have Claude Code or Codex wait for a Graphify review, check each finding against the graph, fix it, and ask for a fresh review.
Stop AI coding agents writing duplicate code
Stop agents from writing a second date formatter or modal. Have them search the Graphify graph for existing helpers and components first.
Run multiple AI coding agents on one graph
Point Claude Code, Codex, Cursor and cloud agents at one Graphify workspace, so they all read the same graph and the same team memory.
Run a local code knowledge graph with Ollama
Build a code knowledge graph that never leaves your machine: parse code offline, then run Graphify’s semantic extraction on a local Ollama model.
Data
Map your PostgreSQL schema next to your code
Add your PostgreSQL schema to your code graph: Graphify reads tables, views, functions and foreign keys over a read-only connection, next to your code.
Load your code graph into Neo4j with Cypher
Export your Graphify code graph to Neo4j as a Cypher script or push it straight to a database, then query callers and dependencies in Cypher.
Check code against your policy documents
Connect a Google Drive folder of policies or regulations, then have your agent read the rule and the code that has to follow it, side by side.
Transcribe meetings into a knowledge graph
Transcribe meeting recordings, talks and YouTube videos with Whisper, then add the transcripts to your Graphify knowledge graph next to your code.
CI and Ops
Post change impact comments on every PR
Build a Graphify code graph in GitHub Actions and post each pull request’s graph impact, communities and changed files as a PR comment.
Self-host a shared MCP server for your team
Run the open-source Graphify MCP server over HTTP in Docker with an API key, so your whole team and its agents query one shared code graph.
Try it in Graphify
We build and host the graph for you. The Free plan (up to 3 repositories) needs no card. Pro and Teams start with a 14-day trial, card required.