Comparison
code2prompt vs agent-toolkit
Verdict
Pick code2prompt when code2prompt is primarily Rust; agent-toolkit is Python; pick agent-toolkit when agent-toolkit is primarily Python; code2prompt is Rust.
Markdown twin · code2prompt alternatives · agent-toolkit alternatives
GraphCanon updated Sep 20, 2026
6views this month
vs
Trust & integrity
| Signal | code2prompt | agent-toolkit |
|---|---|---|
| Maintenance | Very active (1d since push) As of Sep 20, 2026 · github_public_v1 | Slowing (198d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Personal account As of Sep 20, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 15, 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
- agent-toolkit
- A curated collection of skills for AI coding agents
Stars
- code2prompt
- 7.7k
- agent-toolkit
- 2.5k
Forks
- code2prompt
- 446
- agent-toolkit
- 226
Open issues
- code2prompt
- 16
- agent-toolkit
- 18
Language
- code2prompt
- Rust
- agent-toolkit
- Python
Adopt for
- code2prompt
- -
- agent-toolkit
- Extends AI coding agent capabilities with Python skills for development and professional workflows
Persona
- code2prompt
- -
- agent-toolkit
- -
Runtime
- code2prompt
- -
- agent-toolkit
- -
License
- code2prompt
- MIT
- agent-toolkit
- MIT
Last pushed
- code2prompt
- Sep 18, 2026
- agent-toolkit
- Mar 5, 2026
Categories
- code2prompt
- Developer Tools, LLM Frameworks
- agent-toolkit
- AI Agents, Developer Tools
Trust and health
Maintenance
- code2prompt
- Very active (96%)
- agent-toolkit
- Slowing (36%)
Days since push
- code2prompt
- 1d
- agent-toolkit
- 198d
Open issues (now)
- code2prompt
- 16
- agent-toolkit
- 18
Stars delta
- code2prompt
- +169 (30d)
- agent-toolkit
- +176 (30d)
Open issues delta
- code2prompt
- -4 (30d)
- agent-toolkit
- +1 (30d)
Owner type
- code2prompt
- User
- agent-toolkit
- Organization
Full report
- code2prompt
- Trust report
- agent-toolkit
- Trust report
Choose code2prompt if…
- code2prompt is primarily Rust; agent-toolkit 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: chatgpt, cli, command-line-tool, gpt.
- Also covers LLM Frameworks.
- 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 agent-toolkit if…
- agent-toolkit is primarily Python; code2prompt is Rust.
- Tags unique to agent-toolkit: agent-skills, automation, claude-code, coding-agent.
- Also covers AI Agents.
- For enhancing specific tasks like documentation, planning, and workflow management
When NOT to use agent-toolkit
- If you seek support for languages other than Python
- When working with non-Python based coding agents that require specialized skills not covered by this toolkit
- In cases where custom, from-scratch development is preferred over using pre-packaged scripts
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 (softaworks/agent-toolkit) · observed Sep 20, 2026
- GitHub forks (softaworks/agent-toolkit) · observed Sep 20, 2026
- Last push (softaworks/agent-toolkit) · observed Mar 5, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: code2prompt 7.7k · agent-toolkit 2.5k (synced Sep 20, 2026).
Common questions
- What is the difference between code2prompt and agent-toolkit?
- code2prompt: CLI tool to convert codebase into LLM prompt. agent-toolkit: A curated collection of skills for AI coding agents. See the comparison table for live GitHub stats and shared categories.
- When should I choose code2prompt over agent-toolkit?
- Choose code2prompt over agent-toolkit when code2prompt is primarily Rust; agent-toolkit 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: chatgpt, cli, command-line-tool, gpt; Also covers LLM Frameworks; When you aim to structure and deliver your entire codebase into an LLM for comprehensive documentation or refactoring guidance.
- When should I choose agent-toolkit over code2prompt?
- Choose agent-toolkit over code2prompt when agent-toolkit is primarily Python; code2prompt is Rust; Tags unique to agent-toolkit: agent-skills, automation, claude-code, coding-agent; Also covers AI Agents; For enhancing specific tasks like documentation, planning, and workflow management.
- 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 agent-toolkit?
- If you seek support for languages other than Python When working with non-Python based coding agents that require specialized skills not covered by this toolkit In cases where custom, from-scratch development is preferred over using pre-packaged scripts
- Is code2prompt or agent-toolkit more popular on GitHub?
- code2prompt has more GitHub stars (7,678 vs 2,483). Stars measure visibility, not whether either tool fits your constraints.
- Are code2prompt and agent-toolkit open source?
- Yes - both are open-source projects on GitHub (code2prompt: MIT, agent-toolkit: MIT).
- Where can I find alternatives to code2prompt or agent-toolkit?
- GraphCanon lists graph-backed alternatives at code2prompt alternatives and agent-toolkit alternatives (code2prompt markdown twin, agent-toolkit 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 agent-toolkit?
- code2prompt: Very active. agent-toolkit: Slowing. 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 agent-toolkit?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: code2prompt trust report; agent-toolkit trust report.