Comparison
dagster vs cc-switch
Verdict
Pick dagster when dagster is primarily Python; cc-switch is Rust; pick cc-switch when cc-switch is primarily Rust; dagster is Python.
Markdown twin · dagster alternatives · cc-switch alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | dagster | cc-switch |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Very active (0d since push) As of 4d · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Personal account As of 4d · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of today · osv@v1 | No lockfile (source not queried) As of 4d · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- 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
Stars
- dagster
- 16k
- cc-switch
- 116k
Forks
- dagster
- 2.2k
- cc-switch
- 7.8k
Open issues
- dagster
- 2.6k
- cc-switch
- 1.9k
Language
- dagster
- Python
- cc-switch
- Rust
Adopt for
- dagster
- -
- cc-switch
- cc-switch is a cross-platform desktop tool for managing AI agents written in Rust and TypeScript.
Persona
- dagster
- -
- cc-switch
- -
Runtime
- dagster
- -
- cc-switch
- -
License
- dagster
- Apache-2.0
- cc-switch
- 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.
Last pushed
- dagster
- Jul 15, 2026
- cc-switch
- Jul 11, 2026
Categories
- dagster
- AI Agents, Data & Retrieval, Developer Tools
- cc-switch
- AI Agents, Developer Tools
Trust and health
Open issues (now)
- dagster
- 2.6k
- cc-switch
- 1.9k
Owner type
- dagster
- Organization
- cc-switch
- User
Full report
- dagster
- Trust report
- cc-switch
- Trust report
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.
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.
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 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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (dagster-io/dagster) · observed Jul 15, 2026
- GitHub forks (dagster-io/dagster) · observed Jul 15, 2026
- Last push (dagster-io/dagster) · observed Jul 15, 2026
- License file (Apache-2.0) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 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
- Decision facts (enrichment) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: dagster 16k · cc-switch 116k (synced Jul 15, 2026).
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 and cc-switch alternatives (dagster 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, 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; cc-switch trust report.