Comparison
cuga-agent vs moby
Verdict
Pick cuga-agent when cuga-agent is primarily Python; moby is Go; pick moby when moby is primarily Go; cuga-agent is Python.
Markdown twin · cuga-agent alternatives · moby alternatives
GraphCanon updated today
Trust & integrity
| Signal | cuga-agent | moby |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Very active (1d since push) As of 3d · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Organization account As of 3d · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of today · osv@v1 | No published findings from this source as of 2026-07-11 As of 3d · 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
- cuga-agent
- CUGA is an open-source generalist agent harness for the enterprise, supporting complex task execution on web and APIs, OpenAPI/MCP integrations, composable architecture, reasoning modes, and policy-aw
- moby
- The Moby Project - a collaborative project for the container ecosystem to assemble container-based systems
Stars
- cuga-agent
- 861
- moby
- 72k
Forks
- cuga-agent
- 144
- moby
- 19k
Open issues
- cuga-agent
- 128
- moby
- 3.8k
Language
- cuga-agent
- Python
- moby
- Go
Adopt for
- cuga-agent
- -
- moby
- -
Persona
- cuga-agent
- -
- moby
- -
Runtime
- cuga-agent
- -
- moby
- -
License
- cuga-agent
- Other
- moby
- Apache-2.0
Last pushed
- cuga-agent
- Jul 15, 2026
- moby
- Jul 10, 2026
Categories
- cuga-agent
- AI Agents, Inference & Serving, LLM Frameworks
- moby
- Developer Tools, Inference & Serving, LLM Frameworks
Trust and health
Days since push
- cuga-agent
- 0d
- moby
- 1d
Open issues (now)
- cuga-agent
- 128
- moby
- 3.8k
OSV dependency advisories
- cuga-agent
- No lockfile (source not queried)
- moby
- No published findings from this source as of 2026-07-11
Full report
- cuga-agent
- Trust report
- moby
- Trust report
Choose cuga-agent if…
- cuga-agent is primarily Python; moby is Go.
- License: cuga-agent is Other, moby is Apache-2.0.
- Tags unique to cuga-agent: coding-agent, computer-use, enterprise, generalist-agent.
- Also covers AI Agents.
When NOT to use cuga-agent
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
- Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
Choose moby if…
- moby is primarily Go; cuga-agent is Python.
- License: moby is Apache-2.0, cuga-agent is Other.
- Tags unique to moby: containers, docker, go, golang.
- Also covers Developer Tools.
When NOT to use moby
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (cuga-project/cuga-agent) · observed Jul 15, 2026
- GitHub forks (cuga-project/cuga-agent) · observed Jul 15, 2026
- Last push (cuga-project/cuga-agent) · observed Jul 15, 2026
- License file (Other) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (moby/moby) · observed Jul 11, 2026
- GitHub forks (moby/moby) · observed Jul 11, 2026
- Last push (moby/moby) · observed Jul 10, 2026
- License file (Apache-2.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: cuga-agent 861 · moby 72k (synced Jul 15, 2026).
Common questions
- What is the difference between cuga-agent and moby?
- cuga-agent: CUGA is an open-source generalist agent harness for the enterprise, supporting complex task execution on web and APIs, OpenAPI/MCP integrations, composable architecture, reasoning modes, and policy-aw. moby: The Moby Project - a collaborative project for the container ecosystem to assemble container-based systems. See the comparison table for live GitHub stats and shared categories.
- When should I choose cuga-agent over moby?
- Choose cuga-agent over moby when cuga-agent is primarily Python; moby is Go; License: cuga-agent is Other, moby is Apache-2.0; Tags unique to cuga-agent: coding-agent, computer-use, enterprise, generalist-agent; Also covers AI Agents.
- When should I choose moby over cuga-agent?
- Choose moby over cuga-agent when moby is primarily Go; cuga-agent is Python; License: moby is Apache-2.0, cuga-agent is Other; Tags unique to moby: containers, docker, go, golang; Also covers Developer Tools.
- When should I avoid cuga-agent?
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- When should I avoid moby?
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Is cuga-agent or moby more popular on GitHub?
- moby has more GitHub stars (71,899 vs 861). Stars measure visibility, not whether either tool fits your constraints.
- Are cuga-agent and moby open source?
- Yes - both are open-source projects on GitHub (cuga-agent: Other, moby: Apache-2.0).
- Where can I find alternatives to cuga-agent or moby?
- GraphCanon lists graph-backed alternatives at cuga-agent alternatives and moby alternatives (cuga-agent markdown twin, moby 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, cuga-agent or moby?
- cuga-agent: Very active. moby: 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 cuga-agent and moby?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: cuga-agent trust report; moby trust report.