--- title: "code2prompt vs code-review-graph" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/mufeedvh-code2prompt-vs-tirth8205-code-review-graph" tools: ["mufeedvh-code2prompt", "tirth8205-code-review-graph"] --- # code2prompt vs code-review-graph *GraphCanon updated Aug 26, 2026* ## Verdict Pick code2prompt when code2prompt is primarily Rust; code-review-graph is Python; pick code-review-graph when code-review-graph is primarily Python; code2prompt is Rust. [code2prompt](https://code2prompt.dev) reports 7.5k GitHub stars, 429 forks, and 20 open issues, last pushed Jun 29, 2026. [code-review-graph](https://code-review-graph.com) has 31k stars, 2.8k forks, and 110 open issues, last pushed Aug 22, 2026. Figures are from public GitHub metadata via [code2prompt's repository](https://github.com/mufeedvh/code2prompt) and [code-review-graph's repository](https://github.com/tirth8205/code-review-graph). | | [code2prompt](/tools/mufeedvh-code2prompt.md) | [code-review-graph](/tools/tirth8205-code-review-graph.md) | | --- | --- | --- | | Tagline | CLI tool to convert codebase into LLM prompt | Local-first code intelligence graph for MCP and CLI. | | Stars | 7,509 | 30,832 | | Forks | 429 | 2,808 | | Open issues | 20 | 110 | | Language | Rust | Python | | Adopt for | - | code-review-graph provides a local-first code intelligence graph specifically for MCP and CLI, optimizing AI coding tool reviews by focusing on necessary contexts in large repositories. | | Persona | - | - | | Runtime | - | - | | License | MIT | MIT | | Categories | Developer Tools, LLM Frameworks | Developer Tools, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [code2prompt](/tools/mufeedvh-code2prompt.md) | [code-review-graph](/tools/tirth8205-code-review-graph.md) | | --- | --- | --- | | Maintenance | Active (82%) | Very active (96%) | | Days since push | 28d | 3d | | Open issues (now) | 20 | 110 | | Stars delta | Unknown | +4.4k (30d) | | Open issues delta | Unknown | -12 (30d) | | Full report | [trust report](/tools/mufeedvh-code2prompt/trust.md) | [trust report](/tools/tirth8205-code-review-graph/trust.md) | ## Decision facts: code2prompt - **Hosting:** self hosted - code2prompt operates as a self-hosted CLI tool, allowing for local data processing that is important for users with confidentiality requirements or those who wish to avoid cloud dependency. - **Pricing:** freemium - The code2prompt tool is available under MIT license free of monetary charge. However, premium support or advanced features might incur costs if provided by the development team in future updates. ## Decision facts: code-review-graph - **Adopt for:** code-review-graph provides a local-first code intelligence graph specifically for MCP and CLI, optimizing AI coding tool reviews by focusing on necessary contexts in large repositories. ## Choose when ### Choose code2prompt if… - code2prompt is primarily Rust; code-review-graph is Python. - code2prompt operates as a self-hosted CLI tool, allowing for local data processing that is important for users with confidentiality requirements or those who wish to avoid cloud dependency. - Pricing: The code2prompt tool is available under MIT license free of monetary charge. However, premium support or advanced features might incur costs if provided by the development team in future updates.. - Tags unique to code2prompt: ai, chatgpt, cli, command-line-tool. - When you aim to structure and deliver your entire codebase into an LLM for comprehensive documentation or refactoring guidance. ### Choose code-review-graph if… - code-review-graph is primarily Python; code2prompt is Rust. - Tags unique to code-review-graph: ai-coding, code-review, graphrag, incremental. - When working with extensive codebases where context-specific reviews are essential ## When NOT to use code2prompt - In situations requiring real-time interaction or analysis of codebases due to the static nature of its prompt generation process, as this might not cater to agile or evolving project requirements. - If you are in need of a tool beyond simple CLI operation and desire an integrated development environment (IDE) plugin for more interactive and continuous assistance. ## When NOT to use code-review-graph - For projects that do not benefit from a persistent map of codebase contexts, like small independent scripts - If developers prefer cloud-based continuous integration setups over local-first solutions for code intelligence enhancement ## Common questions ### What is the difference between code2prompt and code-review-graph? code2prompt: CLI tool to convert codebase into LLM prompt. code-review-graph: Local-first code intelligence graph for MCP and CLI.. See the comparison table for live GitHub stats and shared categories. ### When should I choose code2prompt over code-review-graph? Choose code2prompt over code-review-graph when code2prompt is primarily Rust; code-review-graph is Python; code2prompt operates as a self-hosted CLI tool, allowing for local data processing that is important for users with confidentiality requirements or those who wish to avoid cloud dependency; Pricing: The code2prompt tool is available under MIT license free of monetary charge. However, premium support or advanced features might incur costs if provided by the development team in future updates.; Tags unique to code2prompt: ai, chatgpt, cli, command-line-tool; When you aim to structure and deliver your entire codebase into an LLM for comprehensive documentation or refactoring guidance. ### When should I choose code-review-graph over code2prompt? Choose code-review-graph over code2prompt when code-review-graph is primarily Python; code2prompt is Rust; Tags unique to code-review-graph: ai-coding, code-review, graphrag, incremental; When working with extensive codebases where context-specific reviews are essential. ### When should I avoid code2prompt? In situations requiring real-time interaction or analysis of codebases due to the static nature of its prompt generation process, as this might not cater to agile or evolving project requirements. If you are in need of a tool beyond simple CLI operation and desire an integrated development environment (IDE) plugin for more interactive and continuous assistance. ### When should I avoid code-review-graph? For projects that do not benefit from a persistent map of codebase contexts, like small independent scripts If developers prefer cloud-based continuous integration setups over local-first solutions for code intelligence enhancement ### Is code2prompt or code-review-graph more popular on GitHub? code-review-graph has more GitHub stars (30,832 vs 7,509). Stars measure visibility, not whether either tool fits your constraints. ### Are code2prompt and code-review-graph open source? Yes - both are open-source projects on GitHub (code2prompt: MIT, code-review-graph: MIT). ### Where can I find alternatives to code2prompt or code-review-graph? GraphCanon lists graph-backed alternatives at [code2prompt alternatives](/tools/mufeedvh-code2prompt/alternatives) and [code-review-graph alternatives](/tools/tirth8205-code-review-graph/alternatives) ([code2prompt markdown twin](/tools/mufeedvh-code2prompt/alternatives.md), [code-review-graph markdown twin](/tools/tirth8205-code-review-graph/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/mufeedvh-code2prompt-vs-tirth8205-code-review-graph.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, code2prompt or code-review-graph? code2prompt: Active. code-review-graph: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for code2prompt and code-review-graph? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [code2prompt trust report](/tools/mufeedvh-code2prompt/trust); [code-review-graph trust report](/tools/tirth8205-code-review-graph/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=mufeedvh-code2prompt`](/api/graphcanon/graph?tool=mufeedvh-code2prompt) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_