--- title: "SolidGPT vs cc-switch" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/ai-citizen-solidgpt-vs-farion1231-cc-switch" tools: ["ai-citizen-solidgpt", "farion1231-cc-switch"] --- # SolidGPT vs cc-switch *GraphCanon updated Jul 12, 2026* ## Verdict Pick SolidGPT when solidGPT is primarily Python; cc-switch is Rust; pick cc-switch when cc-switch is primarily Rust; SolidGPT is Python. [SolidGPT](https://github.com/AI-Citizen/SolidGPT) reports 1.8k GitHub stars, 135 forks, and 14 open issues, last pushed Jan 12, 2025. [cc-switch](https://ccswitch.io) has 116k stars, 7.8k forks, and 1.9k open issues, last pushed Jul 11, 2026. Figures are from public GitHub metadata via [SolidGPT's repository](https://github.com/AI-Citizen/SolidGPT) and [cc-switch's repository](https://github.com/farion1231/cc-switch). | | [SolidGPT](/tools/ai-citizen-solidgpt.md) | [cc-switch](/tools/farion1231-cc-switch.md) | | --- | --- | --- | | Tagline | Developer AI Persona Search Agent | A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Gemini CLI & Hermes Agent. Only official website: ccswitch.io | | Stars | 1,793 | 115,863 | | Forks | 135 | 7,759 | | Open issues | 14 | 1,863 | | Language | Python | Rust | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | CC-BY-4.0 | MIT | | Categories | AI Agents, Developer Tools, LLM Frameworks | AI Agents, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [SolidGPT](/tools/ai-citizen-solidgpt.md) | [cc-switch](/tools/farion1231-cc-switch.md) | | --- | --- | --- | | Maintenance | Dormant (18%) | Very active (96%) | | Days since push | 545d | 0d | | Open issues (now) | 14 | 1.9k | | Owner type | Organization | User | | Security scan | 132 low (132 low) | No MCP manifest | | Full report | [trust report](/tools/ai-citizen-solidgpt/trust.md) | [trust report](/tools/farion1231-cc-switch/trust.md) | ## Choose when ### Choose SolidGPT if… - SolidGPT is primarily Python; cc-switch is Rust. - License: SolidGPT is CC-BY-4.0, cc-switch is MIT. - Tags unique to SolidGPT: codechat, copilot, developer-tools, glean. - Also covers LLM Frameworks. - SolidGPT ships Docker support for self-hosted deployment. ### Choose cc-switch if… - cc-switch is primarily Rust; SolidGPT is Python. - License: cc-switch is MIT, SolidGPT is CC-BY-4.0. - Tags unique to cc-switch: ai-tools, claude-code, codex, desktop-app. ## When NOT to use SolidGPT - Last GitHub push was 546 days ago (dormant maintenance, Jan 12, 2025). Validate activity before betting a new project on SolidGPT. - 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 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. ## Common questions ### What is the difference between SolidGPT and cc-switch? SolidGPT: Developer AI Persona Search Agent. 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 SolidGPT over cc-switch? Choose SolidGPT over cc-switch when SolidGPT is primarily Python; cc-switch is Rust; License: SolidGPT is CC-BY-4.0, cc-switch is MIT; Tags unique to SolidGPT: codechat, copilot, developer-tools, glean; Also covers LLM Frameworks; SolidGPT ships Docker support for self-hosted deployment. ### When should I choose cc-switch over SolidGPT? Choose cc-switch over SolidGPT when cc-switch is primarily Rust; SolidGPT is Python; License: cc-switch is MIT, SolidGPT is CC-BY-4.0; Tags unique to cc-switch: ai-tools, claude-code, codex, desktop-app. ### When should I avoid SolidGPT? Last GitHub push was 546 days ago (dormant maintenance, Jan 12, 2025). Validate activity before betting a new project on SolidGPT. 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 SolidGPT or cc-switch more popular on GitHub? cc-switch has more GitHub stars (115,863 vs 1,793). Stars measure visibility, not whether either tool fits your constraints. ### Are SolidGPT and cc-switch open source? Yes - both are open-source projects on GitHub (SolidGPT: CC-BY-4.0, cc-switch: MIT). ### Where can I find alternatives to SolidGPT or cc-switch? GraphCanon lists graph-backed alternatives at [SolidGPT alternatives](/tools/ai-citizen-solidgpt/alternatives) and [cc-switch alternatives](/tools/farion1231-cc-switch/alternatives) ([SolidGPT markdown twin](/tools/ai-citizen-solidgpt/alternatives.md), [cc-switch markdown twin](/tools/farion1231-cc-switch/alternatives.md)), 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](/compare/ai-citizen-solidgpt-vs-farion1231-cc-switch.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, SolidGPT or cc-switch? SolidGPT: 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 SolidGPT and cc-switch? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [SolidGPT trust report](/tools/ai-citizen-solidgpt/trust); [cc-switch trust report](/tools/farion1231-cc-switch/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=ai-citizen-solidgpt`](/api/graphcanon/graph?tool=ai-citizen-solidgpt) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_