--- title: "dagster vs cc-switch" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/dagster-io-dagster-vs-farion1231-cc-switch" tools: ["dagster-io-dagster", "farion1231-cc-switch"] --- # dagster vs cc-switch *GraphCanon updated Jul 15, 2026* ## Verdict Pick dagster when dagster is primarily Python; cc-switch is Rust; pick cc-switch when cc-switch is primarily Rust; dagster is Python. [dagster](https://dagster.io) reports 16k GitHub stars, 2.2k forks, and 2.6k open issues, last pushed Jul 15, 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 [dagster's repository](https://github.com/dagster-io/dagster) and [cc-switch's repository](https://github.com/farion1231/cc-switch). | | [dagster](/tools/dagster-io-dagster.md) | [cc-switch](/tools/farion1231-cc-switch.md) | | --- | --- | --- | | Tagline | An orchestration platform for the development, production, and observation of data assets. | A cross-platform desktop All-in-One assistant for multiple AI agents | | Stars | 15,840 | 115,863 | | Forks | 2,195 | 7,759 | | Open issues | 2,580 | 1,863 | | Language | Python | Rust | | Adopt for | - | cc-switch is a cross-platform desktop tool for managing AI agents written in Rust and TypeScript. | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | cc-switch is distributed under the MIT License, allowing free modification and distribution as long as copyright notices are retained and changed licenses do not restrict usage. | | Categories | AI Agents, Data & Retrieval, Developer Tools | AI Agents, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [dagster](/tools/dagster-io-dagster.md) | [cc-switch](/tools/farion1231-cc-switch.md) | | --- | --- | --- | | Open issues (now) | 2.6k | 1.9k | | Owner type | Organization | User | | Full report | [trust report](/tools/dagster-io-dagster/trust.md) | [trust report](/tools/farion1231-cc-switch/trust.md) | ## Decision facts: cc-switch - **Adopt for:** cc-switch is a cross-platform desktop tool for managing AI agents written in Rust and TypeScript. - **License detail:** cc-switch is distributed under the MIT License, allowing free modification and distribution as long as copyright notices are retained and changed licenses do not restrict usage. ## Choose when ### Choose dagster if… - dagster is primarily Python; cc-switch is Rust. - License: dagster is Apache-2.0, cc-switch is MIT. - Tags unique to dagster: analytics, dagster, data-engineering, data-integration. - Also covers Data & Retrieval. ### Choose cc-switch if… - cc-switch is primarily Rust; dagster is Python. - License: cc-switch is MIT, dagster is Apache-2.0. - Tags unique to cc-switch: claude code, codex, desktop-app, hermes-agent. - If you require seamless interaction with multiple AI agents such as Claude Code, Codex, or Gemini CLI in a single interface. ## When NOT to use dagster - AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. - Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. - Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ## When NOT to use cc-switch - If you are looking for a web-based or mobile app; cc-switch is strictly desktop-focused. - Requires manual curation of supported agents, limiting its utility if your primary agent is not included by default. - You prioritize the use of proprietary tools over open-source solutions. ## Common questions ### What is the difference between dagster and cc-switch? dagster: An orchestration platform for the development, production, and observation of data assets.. cc-switch: A cross-platform desktop All-in-One assistant for multiple AI agents. See the comparison table for live GitHub stats and shared categories. ### When should I choose dagster over cc-switch? Choose dagster over cc-switch when dagster is primarily Python; cc-switch is Rust; License: dagster is Apache-2.0, cc-switch is MIT; Tags unique to dagster: analytics, dagster, data-engineering, data-integration; Also covers Data & Retrieval. ### When should I choose cc-switch over dagster? Choose cc-switch over dagster when cc-switch is primarily Rust; dagster is Python; License: cc-switch is MIT, dagster is Apache-2.0; Tags unique to cc-switch: claude code, codex, desktop-app, hermes-agent; If you require seamless interaction with multiple AI agents such as Claude Code, Codex, or Gemini CLI in a single interface. ### When should I avoid dagster? AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ### When should I avoid cc-switch? If you are looking for a web-based or mobile app; cc-switch is strictly desktop-focused. Requires manual curation of supported agents, limiting its utility if your primary agent is not included by default. You prioritize the use of proprietary tools over open-source solutions. ### Is dagster or cc-switch more popular on GitHub? cc-switch has more GitHub stars (115,863 vs 15,840). Stars measure visibility, not whether either tool fits your constraints. ### Are dagster and cc-switch open source? Yes - both are open-source projects on GitHub (dagster: Apache-2.0, cc-switch: MIT). ### Where can I find alternatives to dagster or cc-switch? GraphCanon lists graph-backed alternatives at [dagster alternatives](/tools/dagster-io-dagster/alternatives) and [cc-switch alternatives](/tools/farion1231-cc-switch/alternatives) ([dagster markdown twin](/tools/dagster-io-dagster/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/dagster-io-dagster-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, dagster or cc-switch? dagster: 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 dagster and cc-switch? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [dagster trust report](/tools/dagster-io-dagster/trust); [cc-switch trust report](/tools/farion1231-cc-switch/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=dagster-io-dagster`](/api/graphcanon/graph?tool=dagster-io-dagster) - 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/_