Comparison
Instrukt vs cc-switch
Verdict
Pick Instrukt when instrukt is primarily Python; cc-switch is Rust; pick cc-switch when cc-switch is primarily Rust; Instrukt is Python.
Markdown twin · Instrukt alternatives · cc-switch alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | Instrukt | cc-switch |
|---|---|---|
| Maintenance | Dormant (423d 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 · Personal account As of today · github_public_v1 |
| Security (OSV) | No lockfile As of today · none | No MCP manifest As of today · mcp_manifest |
Tagline
- Instrukt
- Integrated AI environment in the terminal. Build, test and instruct agents.
- 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
Stars
- Instrukt
- 328
- cc-switch
- 116k
Forks
- Instrukt
- 28
- cc-switch
- 7.8k
Open issues
- Instrukt
- 6
- cc-switch
- 1.9k
Language
- Instrukt
- Python
- cc-switch
- Rust
Adopt for
- Instrukt
- -
- cc-switch
- -
Persona
- Instrukt
- -
- cc-switch
- -
Runtime
- Instrukt
- -
- cc-switch
- -
License
- Instrukt
- AGPL-3.0
- cc-switch
- MIT
Last pushed
- Instrukt
- May 14, 2025
- cc-switch
- Jul 11, 2026
Categories
- Instrukt
- AI Agents, Developer Tools, LLM Frameworks
- cc-switch
- AI Agents, Developer Tools
Trust and health
Maintenance
- Instrukt
- Dormant (18%)
- cc-switch
- Very active (96%)
Days since push
- Instrukt
- 423d
- cc-switch
- 0d
Open issues (now)
- Instrukt
- 6
- cc-switch
- 1.9k
Security scan
- Instrukt
- No lockfile
- cc-switch
- No MCP manifest
Full report
- Instrukt
- Trust report
- cc-switch
- Trust report
Choose Instrukt if…
- Instrukt is primarily Python; cc-switch is Rust.
- License: Instrukt is AGPL-3.0, cc-switch is MIT.
- Tags unique to Instrukt: agent-executor, agents, ai, containers.
- Also covers LLM Frameworks.
When NOT to use Instrukt
- Last GitHub push was 424 days ago (dormant maintenance, May 14, 2025). Validate activity before betting a new project on Instrukt.
- 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.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
Choose cc-switch if…
- cc-switch is primarily Rust; Instrukt is Python.
- License: cc-switch is MIT, Instrukt is AGPL-3.0.
- Tags unique to cc-switch: ai-tools, claude-code, codex, desktop-app.
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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (blob42/Instrukt) · observed Jul 11, 2026
- GitHub forks (blob42/Instrukt) · observed Jul 11, 2026
- Last push (blob42/Instrukt) · observed May 14, 2025
- License file (AGPL-3.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- 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 on cards: Instrukt 328 · cc-switch 116k (synced Jul 11, 2026).
Common questions
- What is the difference between Instrukt and cc-switch?
- Instrukt: Integrated AI environment in the terminal. Build, test and instruct agents.. 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. See the comparison table for live GitHub stats and shared categories.
- When should I choose Instrukt over cc-switch?
- Choose Instrukt over cc-switch when Instrukt is primarily Python; cc-switch is Rust; License: Instrukt is AGPL-3.0, cc-switch is MIT; Tags unique to Instrukt: agent-executor, agents, ai, containers; Also covers LLM Frameworks.
- When should I choose cc-switch over Instrukt?
- Choose cc-switch over Instrukt when cc-switch is primarily Rust; Instrukt is Python; License: cc-switch is MIT, Instrukt is AGPL-3.0; Tags unique to cc-switch: ai-tools, claude-code, codex, desktop-app.
- When should I avoid Instrukt?
- Last GitHub push was 424 days ago (dormant maintenance, May 14, 2025). Validate activity before betting a new project on Instrukt. 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. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- 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.
- Is Instrukt or cc-switch more popular on GitHub?
- cc-switch has more GitHub stars (115,863 vs 328). Stars measure visibility, not whether either tool fits your constraints.
- Are Instrukt and cc-switch open source?
- Yes - both are open-source projects on GitHub (Instrukt: AGPL-3.0, cc-switch: MIT).
- Where can I find alternatives to Instrukt or cc-switch?
- GraphCanon lists graph-backed alternatives at Instrukt alternatives and cc-switch alternatives (Instrukt markdown twin, cc-switch 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, Instrukt or cc-switch?
- Instrukt: Dormant. cc-switch: 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 Instrukt and cc-switch?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: Instrukt trust report; cc-switch trust report.