Comparison
code2prompt vs QA-Pilot
Verdict
Pick code2prompt when code2prompt is primarily Rust; QA-Pilot is Svelte; pick QA-Pilot when qA-Pilot is primarily Svelte; code2prompt is Rust.
Markdown twin · code2prompt alternatives · QA-Pilot alternatives
GraphCanon updated Sep 20, 2026
9views this month
vs
Trust & integrity
| Signal | code2prompt | QA-Pilot |
|---|---|---|
| Maintenance | Very active (1d since push) As of Sep 20, 2026 · github_public_v1 | Very active (2d since push) As of Sep 7, 2026 · github_public_v1 |
| Provenance | Not a fork · Personal account As of Sep 20, 2026 · github_public_v1 | Not a fork · Personal account As of Sep 7, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 | Published findings As of Jul 11, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- code2prompt
- CLI tool to convert codebase into LLM prompt
- QA-Pilot
- Interactive chat project for GitHub code repository navigation
Stars
- code2prompt
- 7.7k
- QA-Pilot
- 327
Forks
- code2prompt
- 446
- QA-Pilot
- 42
Open issues
- code2prompt
- 16
- QA-Pilot
- 8
Language
- code2prompt
- Rust
- QA-Pilot
- Svelte
Adopt for
- code2prompt
- -
- QA-Pilot
- QA-Pilot is an interactive chat tool for navigating and understanding GitHub repositories using LLMs, built with Svelte.
Persona
- code2prompt
- -
- QA-Pilot
- -
Runtime
- code2prompt
- -
- QA-Pilot
- -
License
- code2prompt
- MIT
- QA-Pilot
- The Apache-2.0 license allows use in both open-source and commercial contexts while requiring attribution.
Last pushed
- code2prompt
- Sep 18, 2026
- QA-Pilot
- Sep 4, 2026
Categories
- code2prompt
- Developer Tools, LLM Frameworks
- QA-Pilot
- Developer Tools, LLM Frameworks
Trust and health
Days since push
- code2prompt
- 1d
- QA-Pilot
- 2d
Open issues (now)
- code2prompt
- 16
- QA-Pilot
- 8
Stars delta
- code2prompt
- +169 (30d)
- QA-Pilot
- +1 (30d)
Open issues delta
- code2prompt
- -4 (30d)
- QA-Pilot
- 0 (30d)
OSV dependency advisories
- code2prompt
- No lockfile (source not queried)
- QA-Pilot
- Published findings
Full report
- code2prompt
- Trust report
- QA-Pilot
- Trust report
Choose code2prompt if…
- code2prompt is primarily Rust; QA-Pilot is Svelte.
- License: code2prompt is MIT, QA-Pilot is Apache-2.0.
- 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, claude, cli.
- When you aim to structure and deliver your entire codebase into an LLM for comprehensive documentation or refactoring guidance.
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.
Choose QA-Pilot if…
- QA-Pilot is primarily Svelte; code2prompt is Rust.
- License: QA-Pilot is Apache-2.0, code2prompt is MIT.
- Pricing: Free under the Apache-2.0 license, but users might incur costs related to GPU usage for performance..
- Requirements: Requires Docker; Requires Docker for setup.; Benefits from access to NVIDIA GPUs via Docker configurations for enhanced performance..
- Tags unique to QA-Pilot: deepseek, glm, huggingface, langchain.
- Use QA-Pilot if you need to leverage both local and online large language models (LLMs) for quick insights into GitHub code repositories.
When NOT to use QA-Pilot
- Avoid using QA-Pilot if you do not have access to Docker or local GPU resources necessary for running the tool effectively.
- QA-Pilot might not be suitable if your repository is large and complex, leading to potential performance issues with real-time LLM responses.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (mufeedvh/code2prompt) · observed Sep 20, 2026
- GitHub forks (mufeedvh/code2prompt) · observed Sep 20, 2026
- Last push (mufeedvh/code2prompt) · observed Sep 18, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (reid41/QA-Pilot) · observed Sep 20, 2026
- GitHub forks (reid41/QA-Pilot) · observed Sep 20, 2026
- Last push (reid41/QA-Pilot) · observed Sep 4, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: code2prompt 7.7k · QA-Pilot 327 (synced Sep 20, 2026).
Common questions
- What is the difference between code2prompt and QA-Pilot?
- code2prompt: CLI tool to convert codebase into LLM prompt. QA-Pilot: Interactive chat project for GitHub code repository navigation. See the comparison table for live GitHub stats and shared categories.
- When should I choose code2prompt over QA-Pilot?
- Choose code2prompt over QA-Pilot when code2prompt is primarily Rust; QA-Pilot is Svelte; License: code2prompt is MIT, QA-Pilot is Apache-2.0; 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, claude, cli; When you aim to structure and deliver your entire codebase into an LLM for comprehensive documentation or refactoring guidance.
- When should I choose QA-Pilot over code2prompt?
- Choose QA-Pilot over code2prompt when QA-Pilot is primarily Svelte; code2prompt is Rust; License: QA-Pilot is Apache-2.0, code2prompt is MIT; Pricing: Free under the Apache-2.0 license, but users might incur costs related to GPU usage for performance.; Requirements: Requires Docker; Requires Docker for setup.; Benefits from access to NVIDIA GPUs via Docker configurations for enhanced performance.; Tags unique to QA-Pilot: deepseek, glm, huggingface, langchain; Use QA-Pilot if you need to leverage both local and online large language models (LLMs) for quick insights into GitHub code repositories.
- 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 QA-Pilot?
- Avoid using QA-Pilot if you do not have access to Docker or local GPU resources necessary for running the tool effectively. QA-Pilot might not be suitable if your repository is large and complex, leading to potential performance issues with real-time LLM responses.
- Is code2prompt or QA-Pilot more popular on GitHub?
- code2prompt has more GitHub stars (7,678 vs 327). Stars measure visibility, not whether either tool fits your constraints.
- Are code2prompt and QA-Pilot open source?
- Yes - both are open-source projects on GitHub (code2prompt: MIT, QA-Pilot: Apache-2.0).
- Where can I find alternatives to code2prompt or QA-Pilot?
- GraphCanon lists graph-backed alternatives at code2prompt alternatives and QA-Pilot alternatives (code2prompt markdown twin, QA-Pilot markdown twin), 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 mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, code2prompt or QA-Pilot?
- code2prompt: Very active. QA-Pilot: 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 QA-Pilot?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: code2prompt trust report; QA-Pilot trust report.