graphify

AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, and more). Turn any folder of code, SQL schemas, R scripts, shell scripts, docs, papers, images, or videos into a queryable knowledge graph. App code + database schema + infrastructure in one graph.

63 articles 86.3k View on GitHub ↗
63 articles
How to Get Support for Graphify: Channels, Documentation, and Community Resources

Need Graphify support? Discover official channels including GitHub Issues, Discord chat, and LinkedIn. Find quick answers and community help in our documented resources.

getting-started
Jul 19, 2026
Security Implications of Using Graphify: Local-First Architecture and Defensive Design

Explore Graphify's security implications. Learn how its local-first architecture and defensive design minimize attack vectors with strict input validation and resource limits.

security
Jul 19, 2026
How to Deploy Graphify: Docker and Local Installation Guide

Deploy Graphify easily using Docker or local installation. Follow our guide for quick setup and get your Graphify instance running in minutes.

how-to-guide
Jul 19, 2026
Graphify Release Notes (v8): Critical Fixes, Security Updates, and Platform Support (0.9.15–0.9.20)

Explore Graphify v8 release notes detailing critical AI safety fixes, crash resilience, semantic-cache improvements, and new platform support. Enhance security with query-log opt-in.

release-notes
Jul 19, 2026
How to Troubleshoot Graphify Issues: 10 Critical Fixes for Common Pipeline Failures

Troubleshoot Graphify issues with 10 critical fixes for common pipeline failures. Resolve CLI PATH, API key, and schema validation errors by diagnosing detect, extract, or build components.

how-to-guide
Jul 19, 2026
Performance Considerations for Graphify: Optimizing Large-Scale Code Analysis Pipelines

Discover Graphify's performance considerations. Learn how semantic caching and incremental detection enable efficient large-scale code analysis for any project size.

performance
Jul 19, 2026
How to Integrate Graphify with Other Tools: Complete Guide to Python Embedding, CLI Pipelines, and MCP Servers

Integrate Graphify with Python, CLI, and MCP servers. Leverage its pure Python functions and NetworkX graph output for easy integration into your existing workflows and applications.

how-to-guide
Jul 19, 2026
Best Practices for Using Graphify: Local Knowledge Graph Optimization

Master Graphify best practices for local knowledge graph optimization. Install the CLI, register skills, manage exclusions, version control outputs, and enable Git hooks for seamless AI assistant updates.

best-practices
Jul 19, 2026
How to Request a Feature for Graphify: A Complete Contribution Guide

Learn how to request a feature for Graphify. Follow our guide to submit clear, actionable feature requests on GitHub and help improve the project.

how-to-guide
Jul 19, 2026
How to Report a Bug in Graphify: Complete Guide with Examples

Learn how to report a bug in Graphify effectively. This guide details collecting input files and cache entries to submit clear GitHub issues with examples.

how-to-guide
Jul 19, 2026
Development Roadmap for Graphify: Pipeline Stability, Language Expansion, and Analytics

Explore the Graphify development roadmap. Discover improvements in pipeline stability, new language support with tree-sitter, and advanced graph analytics for scalable insights.

development-roadmap
Jul 19, 2026
How to Use the Graphify API: A Complete Guide to the MCP Server

Learn how to use the Graphify API with our complete guide. Query nodes, traverse edges, and analyze code relationships using the MCP server and JSON-RPC.

how-to-guide
Jul 19, 2026

Have a question about this repo?

These articles cover the highlights, but your codebase questions are specific. Give your agent direct access to the source. Share this with your agent to get started:

Share the following with your agent to get started:
curl -s "https://instagit.com/install.md"
Works with
Claude Codex Cursor VS Code OpenClaw Any MCP Client

Maintain an open-source project? Get it listed too →