Comparison
code2prompt vs context7
Verdict
Pick code2prompt when code2prompt is primarily Rust; context7 is TypeScript; pick context7 when context7 is primarily TypeScript; code2prompt is Rust.
Markdown twin · code2prompt alternatives · context7 alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | code2prompt | context7 |
|---|---|---|
| Maintenance | Active (11d since push) As of today · github_public_v1 | Very active (0d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Personal account As of today · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| Security (OSV) | No lockfile As of today · none | No MCP manifest As of today · mcp_manifest |
Tagline
- code2prompt
- A CLI tool to convert your codebase into a single LLM prompt with source tree, prompt templating, and token counting.
- context7
- Up-to-date code documentation for LLMs and AI code editors
Stars
- code2prompt
- 7.5k
- context7
- 59k
Forks
- code2prompt
- 426
- context7
- 2.8k
Open issues
- code2prompt
- 18
- context7
- 28
Language
- code2prompt
- Rust
- context7
- TypeScript
Adopt for
- code2prompt
- -
- context7
- Context7 is a platform devoted to providing updated code documentation specifically tailored for LLMs (Large Language Models) and AI-based code editing tools. It uses TypeScript and operates under the MIT license.
Persona
- code2prompt
- -
- context7
- -
Runtime
- code2prompt
- -
- context7
- -
License
- code2prompt
- MIT
- context7
- MIT
Last pushed
- code2prompt
- Jun 29, 2026
- context7
- Jul 10, 2026
Categories
- code2prompt
- Developer Tools, LLM Frameworks
- context7
- Developer Tools, LLM Frameworks
Trust and health
Maintenance
- code2prompt
- Active (82%)
- context7
- Very active (96%)
Days since push
- code2prompt
- 11d
- context7
- 0d
Open issues (now)
- code2prompt
- 18
- context7
- 28
Owner type
- code2prompt
- User
- context7
- Organization
Security scan
- code2prompt
- No lockfile
- context7
- No MCP manifest
Full report
- code2prompt
- Trust report
- context7
- Trust report
Choose code2prompt if…
- code2prompt is primarily Rust; context7 is TypeScript.
- Tags unique to code2prompt: ai, chatgpt, claude, cli.
- Leaner open-issue backlog (18).
When NOT to use code2prompt
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
Choose context7 if…
- context7 is primarily TypeScript; code2prompt is Rust.
- Tags unique to context7: mcp, mcp-server, vibe-coding.
- When your project heavily relies on Large Language Models or AI-based code editors for enhancing development efficiency.
When NOT to use context7
- Avoid Context7 if your current project doesn't involve integration with Large Language Models or any AI-driven code editing utilities, as it will not offer significant advantages.
- If your team strictly adheres to a development workflow that does not benefit from having real-time documentation tailored for LLMs and AI code editors, opting for more general developer tools may be更
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 Jul 11, 2026
- GitHub forks (mufeedvh/code2prompt) · observed Jul 11, 2026
- Last push (mufeedvh/code2prompt) · observed Jun 29, 2026
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (upstash/context7) · observed Jul 11, 2026
- GitHub forks (upstash/context7) · observed Jul 11, 2026
- Last push (upstash/context7) · observed Jul 10, 2026
- License file (MIT) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: code2prompt 7.5k · context7 59k (synced Jul 11, 2026).
Common questions
- What is the difference between code2prompt and context7?
- code2prompt: A CLI tool to convert your codebase into a single LLM prompt with source tree, prompt templating, and token counting.. context7: Up-to-date code documentation for LLMs and AI code editors. See the comparison table for live GitHub stats and shared categories.
- When should I choose code2prompt over context7?
- Choose code2prompt over context7 when code2prompt is primarily Rust; context7 is TypeScript; Tags unique to code2prompt: ai, chatgpt, claude, cli; Leaner open-issue backlog (18).
- When should I choose context7 over code2prompt?
- Choose context7 over code2prompt when context7 is primarily TypeScript; code2prompt is Rust; Tags unique to context7: mcp, mcp-server, vibe-coding; When your project heavily relies on Large Language Models or AI-based code editors for enhancing development efficiency.
- When should I avoid code2prompt?
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- When should I avoid context7?
- Avoid Context7 if your current project doesn't involve integration with Large Language Models or any AI-driven code editing utilities, as it will not offer significant advantages. If your team strictly adheres to a development workflow that does not benefit from having real-time documentation tailored for LLMs and AI code editors, opting for more general developer tools may be更
- Is code2prompt or context7 more popular on GitHub?
- context7 has more GitHub stars (58,913 vs 7,467). Stars measure visibility, not whether either tool fits your constraints.
- Are code2prompt and context7 open source?
- Yes - both are open-source projects on GitHub (code2prompt: MIT, context7: MIT).
- Where can I find alternatives to code2prompt or context7?
- GraphCanon lists graph-backed alternatives at code2prompt alternatives and context7 alternatives (code2prompt markdown twin, context7 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 context7?
- code2prompt: Active. context7: 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 context7?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: code2prompt trust report; context7 trust report.