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Enterprise Layer Intelligence
Categories/Developer Tools/Graphify
Graphify

Graphify

Founded by Safi Shamsi in 2026

Turn codebases into graphs for coding assistants

Pricing model

Free Tier

Rating

★ People love it

Time to value

Quick Setup (< 1 hour)

You can use Graphify to turn complex code repositories into structured knowledge graphs that coding assistants can inspect directly. Instead of scanning files with grep or relying on vector embeddings, the system parses code across dozens of programming languages to map precise relationships and dependencies. It connects directly with tools like Cursor, VS Code, and Claude Code over the Model Context Protocol. You can trace cross-repository call paths, identify breaking changes before merging pull requests, and audit architectural dependencies while keeping all code parsing safely on your local device.

What Graphify does

Index local codebases using tree-sitter grammarsQuery code symbol relationships through an MCP serverInspect cross-repository dependencies and breaking changesTriage pull request risks and merge conflictsAudit connection paths between code and documentationUpdate dependency graphs incrementally on git commitsLocal on-device parsing across 36 programming languages using tree-sitterKnowledge graph queryable via Model Context Protocol (MCP) or CLIDeterministic traversal paths that provide verifiable file and line citationsIncremental updating via git hooks without full repository re-indexingCross-repository dependency mapping to track breaking changes before mergesZero telemetry tracking to keep source code private on local machinesConfidence tags on graph edges marking connections as extracted, inferred, or ambiguous

Pricing breakdown

Pricing model: Free tier

Tutorials & Demos

Frequently asked

CursorCursorClaudeClaudeChatGPTChatGPTGithubGithubObsidianObsidianRootlyRootly

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Graphify, code knowledge graph, developer tools, tree-sitter, AST parsing, MCP server, code navigation, repo mapping, Claude Code, Cursor, code analysis, pull request triage, multi-hop reasoning, dependency tracking, code comprehension, offline code parsing