Comparison
evolver vs cc-switch
Verdict
Pick evolver when evolver is primarily JavaScript; cc-switch is Rust; pick cc-switch when cc-switch is primarily Rust; evolver is JavaScript.
Markdown twin · evolver alternatives · cc-switch alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | evolver | cc-switch |
|---|---|---|
| Maintenance | Very active (1d since push) As of today · github_public_v1 | Very active (0d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Personal account As of today · github_public_v1 |
| Security (OSV) | No criticals As of today · osv@v1 | No MCP manifest As of today · mcp_manifest |
Tagline
- evolver
- GEP-powered self-evolving engine for AI 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
- evolver
- 8.9k
- cc-switch
- 116k
Forks
- evolver
- 819
- cc-switch
- 7.8k
Open issues
- evolver
- 3
- cc-switch
- 1.9k
Language
- evolver
- JavaScript
- cc-switch
- Rust
Adopt for
- evolver
- -
- cc-switch
- -
Persona
- evolver
- -
- cc-switch
- -
Runtime
- evolver
- -
- cc-switch
- -
License
- evolver
- GPL-3.0
- cc-switch
- MIT
Last pushed
- evolver
- Jul 9, 2026
- cc-switch
- Jul 11, 2026
Categories
- evolver
- AI Agents, Evaluation & Observability
- cc-switch
- AI Agents, Developer Tools
Trust and health
Days since push
- evolver
- 1d
- cc-switch
- 0d
Open issues (now)
- evolver
- 3
- cc-switch
- 1.9k
Owner type
- evolver
- Organization
- cc-switch
- User
Security scan
- evolver
- No criticals
- cc-switch
- No MCP manifest
Full report
- evolver
- Trust report
- cc-switch
- Trust report
Choose evolver if…
- evolver is primarily JavaScript; cc-switch is Rust.
- License: evolver is GPL-3.0, cc-switch is MIT.
- Tags unique to evolver: a2a, agent-evolution, auditable-ai, autonomous-agent.
- Also covers Evaluation & Observability.
When NOT to use evolver
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
- Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
Choose cc-switch if…
- cc-switch is primarily Rust; evolver is JavaScript.
- License: cc-switch is MIT, evolver is GPL-3.0.
- Tags unique to cc-switch: ai-tools, claude-code, codex, desktop-app.
- Also covers Developer Tools.
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 (EvoMap/evolver) · observed Jul 11, 2026
- GitHub forks (EvoMap/evolver) · observed Jul 11, 2026
- Last push (EvoMap/evolver) · observed Jul 9, 2026
- License file (GPL-3.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 12, 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: evolver 8.9k · cc-switch 116k (synced Jul 11, 2026).
Common questions
- What is the difference between evolver and cc-switch?
- evolver: GEP-powered self-evolving engine for AI 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 evolver over cc-switch?
- Choose evolver over cc-switch when evolver is primarily JavaScript; cc-switch is Rust; License: evolver is GPL-3.0, cc-switch is MIT; Tags unique to evolver: a2a, agent-evolution, auditable-ai, autonomous-agent; Also covers Evaluation & Observability.
- When should I choose cc-switch over evolver?
- Choose cc-switch over evolver when cc-switch is primarily Rust; evolver is JavaScript; License: cc-switch is MIT, evolver is GPL-3.0; Tags unique to cc-switch: ai-tools, claude-code, codex, desktop-app; Also covers Developer Tools.
- When should I avoid evolver?
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
- 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 evolver or cc-switch more popular on GitHub?
- cc-switch has more GitHub stars (115,863 vs 8,884). Stars measure visibility, not whether either tool fits your constraints.
- Are evolver and cc-switch open source?
- Yes - both are open-source projects on GitHub (evolver: GPL-3.0, cc-switch: MIT).
- Where can I find alternatives to evolver or cc-switch?
- GraphCanon lists graph-backed alternatives at evolver alternatives and cc-switch alternatives (evolver 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, evolver or cc-switch?
- evolver: Very active. 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 evolver and cc-switch?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: evolver trust report; cc-switch trust report.