Comparison
atomic-agents vs agency
Verdict
Pick atomic-agents if atomic agents streamline the creation of AI agents with modular integrations, making it ideal for Python-centric projects requiring flexibility and ease-of-use in agent development; pick agency if agency is a Go-idiomatic library aimed at developers looking to work with Large Language Models and generative AI techniques.
Markdown twin · atomic-agents alternatives · agency alternatives
GraphCanon updated 2d
vs
Trust & integrity
| Signal | atomic-agents | agency |
|---|---|---|
| Maintenance | Very active (1d since push) As of 2d · github_public_v1 | Dormant (559d since push) As of 4w · github_public_v1 |
| Provenance | Not a fork · Personal account As of 2d · github_public_v1 | Not a fork · Organization account As of 4w · github_public_v1 |
| OSV dependency advisories | Published findings As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · 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
- atomic-agents
- Building AI agents, atomically
- agency
- Library for exploring Large Language Models and generative AI in Go
Stars
- atomic-agents
- 6.2k
- agency
- 512
Forks
- atomic-agents
- 533
- agency
- 36
Open issues
- atomic-agents
- 4
- agency
- 4
Language
- atomic-agents
- Python
- agency
- Go
Adopt for
- atomic-agents
- Atomic agents streamline the creation of AI agents with modular integrations, making it ideal for Python-centric projects requiring flexibility and ease-of-use in agent development.
- agency
- Agency is a Go-idiomatic library aimed at developers looking to work with Large Language Models and generative AI techniques.
Persona
- atomic-agents
- -
- agency
- -
Runtime
- atomic-agents
- -
- agency
- -
License
- atomic-agents
- MIT
- agency
- MIT
Last pushed
- atomic-agents
- Aug 16, 2026
- agency
- Jan 8, 2025
Categories
- atomic-agents
- AI Agents, LLM Frameworks
- agency
- AI Agents, LLM Frameworks
Trust and health
Maintenance
- atomic-agents
- Very active (96%)
- agency
- Dormant (18%)
Days since push
- atomic-agents
- 1d
- agency
- 559d
Stars delta
- atomic-agents
- +134 (30d)
- agency
- Unknown
Open issues delta
- atomic-agents
- -2 (30d)
- agency
- Unknown
Owner type
- atomic-agents
- User
- agency
- Organization
OSV dependency advisories
- atomic-agents
- Published findings
- agency
- No lockfile (source not queried)
Full report
- atomic-agents
- Trust report
- agency
- Trust report
Choose atomic-agents if…
- atomic-agents is primarily Python; agency is Go.
- Tags unique to atomic-agents: ai, artificial-intelligence, large-language-model, llms.
- When you need a flexible toolkit to create atomic, modular AI agents with various LLM provider support
When NOT to use atomic-agents
- Avoid for projects needing exclusive use of providers not listed in the Instructor docs
- Not suitable if looking for a solution that is language-agnostic, as it’s tightly integrated with Python ecosystems and CLI utilities
Choose agency if…
- agency is primarily Go; atomic-agents is Python.
- Pricing: Agency is available under MIT license and is free for use, modification, and distribution. Additional services or integrations might involve costs not outlined within the repository..
- Tags unique to agency: agents, generative-ai, go, language-models.
- If you're proficient in Go and want to implement LLMs within a familiar ecosystem, consider agency.
When NOT to use agency
- Avoid agency if your primary programming expertise lies outside of the Go ecosystem.
- Not recommended if you require real-time performance characteristics that surpass what typical LLM exploration libraries can provide.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (Eigenwise/atomic-agents) · observed Aug 17, 2026
- GitHub forks (Eigenwise/atomic-agents) · observed Aug 17, 2026
- Last push (Eigenwise/atomic-agents) · observed Aug 16, 2026
- License file (MIT) · observed Aug 17, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (neurocult/agency) · observed Jul 21, 2026
- GitHub forks (neurocult/agency) · observed Jul 21, 2026
- Last push (neurocult/agency) · observed Jan 8, 2025
- License file (MIT) · observed Jul 21, 2026
- Decision facts (enrichment) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: atomic-agents 6.2k · agency 512 (synced Aug 17, 2026).
Common questions
- What is the difference between atomic-agents and agency?
- atomic-agents: Building AI agents, atomically. agency: Library for exploring Large Language Models and generative AI in Go. See the comparison table for live GitHub stats and shared categories.
- When should I choose atomic-agents over agency?
- Choose atomic-agents over agency when atomic-agents is primarily Python; agency is Go; Tags unique to atomic-agents: ai, artificial-intelligence, large-language-model, llms; When you need a flexible toolkit to create atomic, modular AI agents with various LLM provider support.
- When should I choose agency over atomic-agents?
- Choose agency over atomic-agents when agency is primarily Go; atomic-agents is Python; Pricing: Agency is available under MIT license and is free for use, modification, and distribution. Additional services or integrations might involve costs not outlined within the repository.; Tags unique to agency: agents, generative-ai, go, language-models; If you're proficient in Go and want to implement LLMs within a familiar ecosystem, consider agency.
- When should I avoid atomic-agents?
- Avoid for projects needing exclusive use of providers not listed in the Instructor docs Not suitable if looking for a solution that is language-agnostic, as it’s tightly integrated with Python ecosystems and CLI utilities
- When should I avoid agency?
- Avoid agency if your primary programming expertise lies outside of the Go ecosystem. Not recommended if you require real-time performance characteristics that surpass what typical LLM exploration libraries can provide.
- Is atomic-agents or agency more popular on GitHub?
- atomic-agents has more GitHub stars (6,185 vs 512). Stars measure visibility, not whether either tool fits your constraints.
- Are atomic-agents and agency open source?
- Yes - both are open-source projects on GitHub (atomic-agents: MIT, agency: MIT).
- Where can I find alternatives to atomic-agents or agency?
- GraphCanon lists graph-backed alternatives at atomic-agents alternatives and agency alternatives (atomic-agents markdown twin, agency 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, atomic-agents or agency?
- atomic-agents: Very active. agency: Dormant. 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 atomic-agents and agency?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: atomic-agents trust report; agency trust report.