--- title: "octocode vs cc-switch" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/bgauryy-octocode-vs-farion1231-cc-switch" tools: ["bgauryy-octocode", "farion1231-cc-switch"] --- # octocode vs cc-switch *GraphCanon updated Jul 11, 2026* ## Verdict Pick octocode when octocode is primarily TypeScript; cc-switch is Rust; pick cc-switch when cc-switch is primarily Rust; octocode is TypeScript. [octocode](https://octocode.ai/) reports 883 GitHub stars, 74 forks, and 6 open issues, last pushed Jul 10, 2026. [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 [octocode's repository](https://github.com/bgauryy/octocode) and [cc-switch's repository](https://github.com/farion1231/cc-switch). | | [octocode](/tools/bgauryy-octocode.md) | [cc-switch](/tools/farion1231-cc-switch.md) | | --- | --- | --- | | Tagline | MCP server for semantic code research and context generation on real-time using LLM patterns | Search naturally across public & private repos based on your permissions | Transform any accessible codeb | A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Gemini CLI & Hermes Agent. Only official website: ccswitch.io | | Stars | 883 | 115,863 | | Forks | 74 | 7,759 | | Open issues | 6 | 1,863 | | Language | TypeScript | Rust | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | MIT | MIT | | Categories | AI Agents, LLM Frameworks, Developer Tools | AI Agents, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [octocode](/tools/bgauryy-octocode.md) | [cc-switch](/tools/farion1231-cc-switch.md) | | --- | --- | --- | | Days since push | 1d | 0d | | Open issues (now) | 6 | 1.9k | | Full report | [trust report](/tools/bgauryy-octocode/trust.md) | [trust report](/tools/farion1231-cc-switch/trust.md) | ## Choose when ### Choose octocode if… - octocode is primarily TypeScript; cc-switch is Rust. - Tags unique to octocode: claude-ai, code-intelligence, ai, context. - Also covers LLM Frameworks. ### Choose cc-switch if… - cc-switch is primarily Rust; octocode is TypeScript. - Tags unique to cc-switch: hermes-agent, hermes, codex, desktop-app. - More GitHub stars (116k vs 883) - visibility, not fit. ## When NOT to use octocode - AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. - Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ## 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 octocode and cc-switch? octocode: MCP server for semantic code research and context generation on real-time using LLM patterns | Search naturally across public & private repos based on your permissions | Transform any accessible codeb. 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 octocode over cc-switch? Choose octocode over cc-switch when octocode is primarily TypeScript; cc-switch is Rust; Tags unique to octocode: claude-ai, code-intelligence, ai, context; Also covers LLM Frameworks. ### When should I choose cc-switch over octocode? Choose cc-switch over octocode when cc-switch is primarily Rust; octocode is TypeScript; Tags unique to cc-switch: hermes-agent, hermes, codex, desktop-app; More GitHub stars (116k vs 883) - visibility, not fit. ### When should I avoid octocode? AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ### 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 octocode or cc-switch more popular on GitHub? cc-switch has more GitHub stars (115,863 vs 883). Stars measure visibility, not whether either tool fits your constraints. ### Are octocode and cc-switch open source? Yes - both are open-source projects on GitHub (octocode: MIT, cc-switch: MIT). ### Where can I find alternatives to octocode or cc-switch? GraphCanon lists graph-backed alternatives at [octocode alternatives](/tools/bgauryy-octocode/alternatives) and [cc-switch alternatives](/tools/farion1231-cc-switch/alternatives) ([octocode markdown twin](/tools/bgauryy-octocode/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/bgauryy-octocode-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, octocode or cc-switch? octocode: 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 octocode and cc-switch? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [octocode trust report](/tools/bgauryy-octocode/trust); [cc-switch trust report](/tools/farion1231-cc-switch/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=bgauryy-octocode`](/api/graphcanon/graph?tool=bgauryy-octocode) - 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/_