Docs: code knowledge graph for AI coding agents - Graphify
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Build with Graphify

Graphify maps your codebase into a knowledge graph, so your coding agents answer with real context from your repositories.

QuickstartSet up your agentRun locally

The hosted MCP server signs you in with OAuth. No API key needed. Other agents: Integrations.

Set up your coding agent with one prompt

Paste this into Claude Code, Codex, Cursor, or any coding agent. It reads the agent setup playbook, connects the hosted MCP server, and checks the connection.

Graphify console showing the Graphify-Labs/graphify repository indexedGraphify console showing the Graphify-Labs/graphify repository indexed

Start with Graphify

The hosted version of Graphify. Sign in, index a GitHub repository from your browser, and explore its graph in minutes.

Quickstart
Claude Code, Cursor, Codex and Copilot connected to the Graphify MCP server at api.graphify.com/mcpClaude Code, Cursor, Codex and Copilot connected to the Graphify MCP server at api.graphify.com/mcp

Connect your coding agent

Point Claude Code, Codex, Cursor, and other agents at the hosted MCP server. They sign in with OAuth, so there is no API key to paste.

Hosted MCP setup
Terminal running uv tool install graphifyy, graphify install and /graphify . to build graphify-out/graph.jsonTerminal running uv tool install graphifyy, graphify install and /graphify . to build graphify-out/graph.json

Run it on your machine

Graphify Local is the open-source graphifyy package. Map a repository from your terminal and keep the graph in your own files.

Local quickstart
Three guide steps: build your first graph, ask your agent about it, keep it current as code changesThree guide steps: build your first graph, ask your agent about it, keep it current as code changes

Follow a guide

Step-by-step walkthroughs: build your first graph, ask your agent questions about it, and keep it current as code changes.

Browse guides
Feature branch merging into main with graphify hook install and a Graph refreshed on commit statusFeature branch merging into main with graphify hook install and a Graph refreshed on commit status

Keep your team in sync

Refresh graph context on every commit and investigate changes across pull requests.

Team workflows
Graph of a file, class and function nodes linked by contains, imports, calls and returns edges with source provenanceGraph of a file, class and function nodes linked by contains, imports, calls and returns edges with source provenance

Understand the graph

How Graphify turns source files into nodes, edges, and provenance your assistant can traverse.

Core concepts

Connect your agent to Graphify

One hosted MCP server, https://api.graphify.com/mcp. Prefer the terminal? See the CLI reference.

VS Code →ChatGPT and Codex →Other agents →
Graphify Labs · The knowledge graph control plane for enterprise software.
GitHub ↗Community ↗graphify.com ↗