Comparison
atomic-agents vs DemoGPT
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 DemoGPT if extracting decision-critical facts for DemoGPT.
Markdown twin · atomic-agents alternatives · DemoGPT alternatives
GraphCanon updated Sep 20, 2026
6views this month
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Trust & integrity
| Signal | atomic-agents | DemoGPT |
|---|---|---|
| Maintenance | Very active (1d since push) As of Aug 17, 2026 · github_public_v1 | Slowing (171d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Personal account As of Aug 17, 2026 · github_public_v1 | Not a fork · Personal account As of Sep 20, 2026 · github_public_v1 |
| OSV dependency advisories | Published findings As of Jul 11, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 11, 2026 · 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
- DemoGPT
- Create LLM agents in a second with your prompts.
Stars
- atomic-agents
- 6.2k
- DemoGPT
- 1.9k
Forks
- atomic-agents
- 533
- DemoGPT
- 224
Open issues
- atomic-agents
- 4
- DemoGPT
- 10
Language
- atomic-agents
- Python
- DemoGPT
- Python
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.
- DemoGPT
- Extracting decision-critical facts for DemoGPT
Persona
- atomic-agents
- -
- DemoGPT
- -
Runtime
- atomic-agents
- -
- DemoGPT
- -
License
- atomic-agents
- MIT
- DemoGPT
- MIT
Last pushed
- atomic-agents
- Aug 16, 2026
- DemoGPT
- Apr 1, 2026
Categories
- atomic-agents
- AI Agents, LLM Frameworks
- DemoGPT
- AI Agents, LLM Frameworks
Trust and health
Maintenance
- atomic-agents
- Very active (96%)
- DemoGPT
- Slowing (36%)
Days since push
- atomic-agents
- 1d
- DemoGPT
- 171d
Open issues (now)
- atomic-agents
- 4
- DemoGPT
- 10
Stars delta
- atomic-agents
- +134 (30d)
- DemoGPT
- +5 (30d)
Open issues delta
- atomic-agents
- -2 (30d)
- DemoGPT
- 0 (30d)
OSV dependency advisories
- atomic-agents
- Published findings
- DemoGPT
- No lockfile (source not queried)
Full report
- atomic-agents
- Trust report
- DemoGPT
- Trust report
Shared compatibility
- Python · atomic-agents: Python runtime · DemoGPT: Python runtime
Choose atomic-agents if…
- Tags unique to atomic-agents: artificial-intelligence, large-language-model, openai, openai-api.
- When you need a flexible toolkit to create atomic, modular AI agents with various LLM provider support
- More GitHub stars (6.2k vs 1.9k) - visibility, not fit.
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 DemoGPT if…
- Tags unique to DemoGPT: agent, autonomous-agents, chatgpt, langchain.
- When you need a one-stop solution for creating LLM agents with pre-integrated tools, prompts, frameworks, and models.
When NOT to use DemoGPT
- When seeking highly specialized customization that goes beyond what is provided by integrated toolkits, since DemoGPT offers a comprehensive package which may lock you into its framework.
- If your project critically requires proprietary or private licensing terms, as it's open-source under the MIT license and might not suit projects needing more restrictive or proprietary controls.
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 Sep 20, 2026
- GitHub forks (Eigenwise/atomic-agents) · observed Sep 20, 2026
- Last push (Eigenwise/atomic-agents) · observed Aug 16, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (melih-unsal/DemoGPT) · observed Sep 20, 2026
- GitHub forks (melih-unsal/DemoGPT) · observed Sep 20, 2026
- Last push (melih-unsal/DemoGPT) · observed Apr 1, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: atomic-agents 6.2k · DemoGPT 1.9k (synced Sep 20, 2026).
Common questions
- What is the difference between atomic-agents and DemoGPT?
- atomic-agents: Building AI agents, atomically. DemoGPT: Create LLM agents in a second with your prompts.. See the comparison table for live GitHub stats and shared categories.
- When should I choose atomic-agents over DemoGPT?
- Choose atomic-agents over DemoGPT when Tags unique to atomic-agents: artificial-intelligence, large-language-model, openai, openai-api; When you need a flexible toolkit to create atomic, modular AI agents with various LLM provider support; More GitHub stars (6.2k vs 1.9k) - visibility, not fit.
- When should I choose DemoGPT over atomic-agents?
- Choose DemoGPT over atomic-agents when Tags unique to DemoGPT: agent, autonomous-agents, chatgpt, langchain; When you need a one-stop solution for creating LLM agents with pre-integrated tools, prompts, frameworks, and models.
- 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 DemoGPT?
- When seeking highly specialized customization that goes beyond what is provided by integrated toolkits, since DemoGPT offers a comprehensive package which may lock you into its framework. If your project critically requires proprietary or private licensing terms, as it's open-source under the MIT license and might not suit projects needing more restrictive or proprietary controls.
- Is atomic-agents or DemoGPT more popular on GitHub?
- atomic-agents has more GitHub stars (6,185 vs 1,909). Stars measure visibility, not whether either tool fits your constraints.
- Are atomic-agents and DemoGPT open source?
- Yes - both are open-source projects on GitHub (atomic-agents: MIT, DemoGPT: MIT).
- Where can I find alternatives to atomic-agents or DemoGPT?
- GraphCanon lists graph-backed alternatives at atomic-agents alternatives and DemoGPT alternatives (atomic-agents markdown twin, DemoGPT 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 DemoGPT?
- atomic-agents: Very active. DemoGPT: Slowing. 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 DemoGPT?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: atomic-agents trust report; DemoGPT trust report.