Graphify-Labs/graphify
Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.
⚡ Executive Summary & Quick Facts
Authoritative Sourcegraphify is graphify is an open-source project written in Python: Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.. It provides a free, self-hosted open-source alternative to Cursor.
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), Graphify-Labs/graphify has accumulated 146,199 GitHub stars and 14,011 forks. It is written in Python, licensed under Apache-2.0, and ranks #43 globally. It is actively maintained with the latest commit recorded on Nov 11, 2026.”
| Repository | Graphify-Labs/graphify ↗ |
|---|---|
| Primary Category | ai agents |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | ★ 146.2K stars · ⑂ 14K forks · #43 globally |
| Maintenance | ● Active (Last commit: Nov 11, 2026) · 1,649 open issues |
| Replaces SaaS | Open Source Cursor Alternative ($20/month per user) → |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 90/100 · Grade AYes, graphify is actively maintained. Continuous telemetry recorded the last code commit on Nov 11, 2026 (1 days ago). Supported by 146,199 stars and 14,011 community forks, this repository holds a calculated health index of 90/100, reflecting very active (commits within last 14 days) and high open issue volume (1,649 open).
Star History
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[](https://githubrepo.cloud/repo/Graphify-Labs/graphify?utm_source=readme_chart)Compact badges for your README header. Real-time stars, velocity, health audit, and rank.
[](https://githubrepo.cloud/repo/Graphify-Labs/graphify?utm_source=readme_badge) [](https://githubrepo.cloud/repo/Graphify-Labs/graphify?utm_source=readme_badge) [](https://githubrepo.cloud/repo/Graphify-Labs/graphify?utm_source=readme_badge) [](https://githubrepo.cloud/repo/Graphify-Labs/graphify?utm_source=readme_badge) [](https://githubrepo.cloud/repo/Graphify-Labs/graphify?utm_source=readme_badge)Momentum
+23.2K
STARS · LAST 30 DAYS
773
PER DAY
#12
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +6.4K | +23.2K | +69.6K |
| Per day | 908 | 773 | 773 |
| Forks gained | +669 | +2.2K | +701 |
graphify gained 23.2K stars in the last 30 days, about 773 a day, and now has 146.2K. It is about 1 year old and has averaged roughly 146.2K stars a year. It ranks #12 among Python repositories and #43 across all languages on GitHubRepo.
Trending Record
45
DAYS ON TRENDING
#8
BEST RANK
Sep 23, 2026
FIRST APPEARANCE
Active
STATUS TODAY
graphify has maintained a continuous presence across global trending indexes, peaking at #8. Below is the 30-day activity profile:
💡 Overview
graphify is an open-source project written in Python: Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.
Engineered for speed, consistency, and developer ease, it solves common hurdles in Python. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Python for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ pip install graphify⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
graphify coordinates its core functionality through a modular Python pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Production System Integration
Embed graphify into Python backend services to handle core application logic.
CI/CD Automated Pipelines
Run automated validation, builds, and integration suites during deployments.
Developer Tooling & Workflows
Accelerate developer onboarding with pre-configured project utilities.
Open Source Extension
Fork and customize internal modules under the repository's open source license.
🚀 Getting Started
Install graphify using your package manager: `pip install graphify`
Initialize your project workspace or configuration file for graphify.
Import graphify into your codebase or invoke it directly from your terminal.
Execute your test suite or run `graphify --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
Graphify-Labs/graphify is currently ranked #43 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #38 | msitarzewski/agency-agents | Shell | ★ 158.2K | Compare ↗ |
| #39 | langflow-ai/langflow | Python | ★ 155.9K | Compare ↗ |
| #40 | clash-verge-rev/clash-verge-rev | Rust | ★ 152.8K | Compare ↗ |
| #41 | farion1231/cc-switch | Rust | ★ 151.2K | Compare ↗ |
| #42 | langchain-ai/langchain | Python | ★ 149.3K | Compare ↗ |
| #43 | Graphify-Labs/graphify This Project | Python | ★ 146.2K | |
| #44 | Comfy-Org/ComfyUI | Python | ★ 144.9K | Compare ↗ |
| #45 | x1xhlol/system-prompts-and-models-of-ai-tools | — | ★ 144.4K | Compare ↗ |
| #46 | Shubhamsaboo/awesome-llm-apps | Python | ★ 143.8K | Compare ↗ |
| #47 | vercel/next.js | JavaScript | ★ 143.4K | Compare ↗ |
| #48 | yangshun/tech-interview-handbook | TypeScript | ★ 143.2K | Compare ↗ |
Frequently Asked Questions
What does graphify do? +
Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.
Is graphify actively maintained in 2026? +
Yes, graphify is actively maintained. The latest code push was recorded on Nov 11, 2026 (1 days ago). It holds a calculated Maintenance Health Score of 90/100 (A rating) with 146,199 stars and 1,649 open issues.
What language is graphify written in? +
The primary language is Python. Topics include: ai-agents, antigravity, ast, claude-code, code-analysis.
How many stars does graphify have? +
graphify has 146,199 stars and 14,011 forks on GitHub.
How does graphify rank among GitHub repositories? +
With 146,199 stars, Graphify-Labs/graphify is ranked #43 globally across all repositories tracked on GitHubRepo and #12 among Python projects.
What license is graphify distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
