Comparison
cc-switch vs learn-claude-code
Verdict
Pick cc-switch when cc-switch is primarily Rust; learn-claude-code is Python; pick learn-claude-code when learn-claude-code is primarily Python; cc-switch is Rust.
Markdown twin · cc-switch alternatives · learn-claude-code alternatives
GraphCanon updated today
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Trust & integrity
| Signal | cc-switch | learn-claude-code |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Active (14d 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 MCP manifest As of today · mcp_manifest | No lockfile As of today · none |
Tagline
- cc-switch
- A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Gemini CLI & Hermes Agent. Only official website: ccswitch.io
- learn-claude-code
- Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1
Stars
- cc-switch
- 116k
- learn-claude-code
- 71k
Forks
- cc-switch
- 7.8k
- learn-claude-code
- 12k
Open issues
- cc-switch
- 1.9k
- learn-claude-code
- 62
Language
- cc-switch
- Rust
- learn-claude-code
- Python
Adopt for
- cc-switch
- -
- learn-claude-code
- Learn-Claude-Code is a minimalistic development tool leveraging Bash and Python to build an agent harness inspired by Claude coding concepts.
Persona
- cc-switch
- -
- learn-claude-code
- -
Runtime
- cc-switch
- -
- learn-claude-code
- -
License
- cc-switch
- MIT
- learn-claude-code
- MIT License
Last pushed
- cc-switch
- Jul 11, 2026
- learn-claude-code
- Jun 26, 2026
Categories
- cc-switch
- AI Agents, Developer Tools
- learn-claude-code
- AI Agents, Developer Tools
Trust and health
Maintenance
- cc-switch
- Very active (96%)
- learn-claude-code
- Active (82%)
Days since push
- cc-switch
- 0d
- learn-claude-code
- 14d
Open issues (now)
- cc-switch
- 1.9k
- learn-claude-code
- 62
Owner type
- cc-switch
- User
- learn-claude-code
- Organization
Security scan
- cc-switch
- No MCP manifest
- learn-claude-code
- No lockfile
Full report
- cc-switch
- Trust report
- learn-claude-code
- Trust report
Choose cc-switch if…
- cc-switch is primarily Rust; learn-claude-code is Python.
- Tags unique to cc-switch: hermes-agent, hermes, codex, desktop-app.
- More GitHub stars (116k vs 71k) - visibility, not fit.
When NOT to use cc-switch
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
Choose learn-claude-code if…
- learn-claude-code is primarily Python; cc-switch is Rust.
- Requirements: Min 1 GB RAM.
- Tags unique to learn-claude-code: agent-development, llm, python, educational.
- When you prefer leveraging both Bash scripting and Python for developing AI agents.
When NOT to use learn-claude-code
- For projects requiring extensive front-end integration with complex UI frameworks as Learn-Claude-Code focuses on backend scripting and Python.
- If your project needs a fully-fledged development suite; Learn-Claude-Code offers a more streamlined, educational approach rather than comprehensive feature-rich suites.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (farion1231/cc-switch) · observed Jul 11, 2026
- GitHub forks (farion1231/cc-switch) · observed Jul 11, 2026
- Last push (farion1231/cc-switch) · observed Jul 11, 2026
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (shareAI-lab/learn-claude-code) · observed Jul 11, 2026
- GitHub forks (shareAI-lab/learn-claude-code) · observed Jul 11, 2026
- Last push (shareAI-lab/learn-claude-code) · observed Jun 26, 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: cc-switch 116k · learn-claude-code 71k (synced Jul 11, 2026).
Common questions
- What is the difference between cc-switch and learn-claude-code?
- cc-switch: A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Gemini CLI & Hermes Agent. Only official website: ccswitch.io. learn-claude-code: Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1. See the comparison table for live GitHub stats and shared categories.
- When should I choose cc-switch over learn-claude-code?
- Choose cc-switch over learn-claude-code when cc-switch is primarily Rust; learn-claude-code is Python; Tags unique to cc-switch: hermes-agent, hermes, codex, desktop-app; More GitHub stars (116k vs 71k) - visibility, not fit.
- When should I choose learn-claude-code over cc-switch?
- Choose learn-claude-code over cc-switch when learn-claude-code is primarily Python; cc-switch is Rust; Requirements: Min 1 GB RAM; Tags unique to learn-claude-code: agent-development, llm, python, educational; When you prefer leveraging both Bash scripting and Python for developing AI agents.
- When should I avoid cc-switch?
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- When should I avoid learn-claude-code?
- For projects requiring extensive front-end integration with complex UI frameworks as Learn-Claude-Code focuses on backend scripting and Python. If your project needs a fully-fledged development suite; Learn-Claude-Code offers a more streamlined, educational approach rather than comprehensive feature-rich suites.
- Is cc-switch or learn-claude-code more popular on GitHub?
- cc-switch has more GitHub stars (115,863 vs 70,653). Stars measure visibility, not whether either tool fits your constraints.
- Are cc-switch and learn-claude-code open source?
- Yes - both are open-source projects on GitHub (cc-switch: MIT, learn-claude-code: MIT).
- Where can I find alternatives to cc-switch or learn-claude-code?
- GraphCanon lists graph-backed alternatives at cc-switch alternatives and learn-claude-code alternatives (cc-switch markdown twin, learn-claude-code 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, cc-switch or learn-claude-code?
- cc-switch: Very active. learn-claude-code: 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 cc-switch and learn-claude-code?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: cc-switch trust report; learn-claude-code trust report.