Comparison
chroma-cookbooks vs agent-toolkit
Verdict
Pick chroma-cookbooks if chroma Cookbooks specialize in providing comprehensive guides and code examples for AI application development using Chroma. It is ideal for developers familiar with Chroma Cloud; pick agent-toolkit if extends AI coding agent capabilities with Python skills for development and professional workflows.
Markdown twin · chroma-cookbooks alternatives · agent-toolkit alternatives
GraphCanon updated Sep 20, 2026
10views this month
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Trust & integrity
| Signal | chroma-cookbooks | agent-toolkit |
|---|---|---|
| Maintenance | Slowing (175d since push) As of Sep 8, 2026 · github_public_v1 | Slowing (198d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 8, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 |
| OSV dependency advisories | Published findings As of Jul 15, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 15, 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
- chroma-cookbooks
- Demos and sample apps using Chroma
- agent-toolkit
- A curated collection of skills for AI coding agents
Stars
- chroma-cookbooks
- 94
- agent-toolkit
- 2.5k
Forks
- chroma-cookbooks
- 15
- agent-toolkit
- 226
Open issues
- chroma-cookbooks
- 0
- agent-toolkit
- 18
Language
- chroma-cookbooks
- Jupyter Notebook
- agent-toolkit
- Python
Adopt for
- chroma-cookbooks
- Chroma Cookbooks specialize in providing comprehensive guides and code examples for AI application development using Chroma. It is ideal for developers familiar with Chroma Cloud.
- agent-toolkit
- Extends AI coding agent capabilities with Python skills for development and professional workflows
Persona
- chroma-cookbooks
- -
- agent-toolkit
- -
Runtime
- chroma-cookbooks
- -
- agent-toolkit
- -
License
- chroma-cookbooks
- -
- agent-toolkit
- MIT
Last pushed
- chroma-cookbooks
- Mar 16, 2026
- agent-toolkit
- Mar 5, 2026
Categories
- chroma-cookbooks
- Data & Retrieval, Evaluation & Observability
- agent-toolkit
- AI Agents, Developer Tools
Trust and health
Days since push
- chroma-cookbooks
- 175d
- agent-toolkit
- 198d
Open issues (now)
- chroma-cookbooks
- 0
- agent-toolkit
- 18
Stars delta
- chroma-cookbooks
- 0 (30d)
- agent-toolkit
- +176 (30d)
Open issues delta
- chroma-cookbooks
- 0 (30d)
- agent-toolkit
- +1 (30d)
OSV dependency advisories
- chroma-cookbooks
- Published findings
- agent-toolkit
- No lockfile (source not queried)
Full report
- chroma-cookbooks
- Trust report
- agent-toolkit
- Trust report
Choose chroma-cookbooks if…
- chroma-cookbooks is primarily Jupyter Notebook; agent-toolkit is Python.
- Pricing: Lacks information on pricing details for the cookbooks or any associated costs from using Chroma Cloud services other than noting free credits are available upon signup..
- Requirements: Access to a Chroma Cloud account is needed to explore many of the projects in this repository.; Basic knowledge of AI concepts and some experience with building AI applications can be advantageous for leveraging these cookbooks effectively..
- Tags unique to chroma-cookbooks: ai-agents, chromadb, llm-evaluation.
- Also covers Data & Retrieval, Evaluation & Observability.
- You require specific examples of how to build applications that integrate AI functionalities as demonstrated by Chroma's own tools.
When NOT to use chroma-cookbooks
- If you are looking for a solution that does not require a Chroma Cloud account or interaction with their cloud-based technologies.
- In scenarios where an open-source dependency is preferred over proprietary examples, since this repository may tie directly to Chroma's ecosystem and services.
Choose agent-toolkit if…
- agent-toolkit is primarily Python; chroma-cookbooks is Jupyter Notebook.
- Tags unique to agent-toolkit: agent-skills, automation, claude, claude-code.
- Also covers AI Agents, Developer Tools.
- For enhancing specific tasks like documentation, planning, and workflow management
When NOT to use agent-toolkit
- If you seek support for languages other than Python
- When working with non-Python based coding agents that require specialized skills not covered by this toolkit
- In cases where custom, from-scratch development is preferred over using pre-packaged scripts
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (chroma-core/chroma-cookbooks) · observed Sep 20, 2026
- GitHub forks (chroma-core/chroma-cookbooks) · observed Sep 20, 2026
- Last push (chroma-core/chroma-cookbooks) · observed Mar 16, 2026
- License file (unknown) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (softaworks/agent-toolkit) · observed Sep 20, 2026
- GitHub forks (softaworks/agent-toolkit) · observed Sep 20, 2026
- Last push (softaworks/agent-toolkit) · observed Mar 5, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: chroma-cookbooks 94 · agent-toolkit 2.5k (synced Sep 20, 2026).
Common questions
- What is the difference between chroma-cookbooks and agent-toolkit?
- chroma-cookbooks: Demos and sample apps using Chroma. agent-toolkit: A curated collection of skills for AI coding agents. See the comparison table for live GitHub stats and shared categories.
- When should I choose chroma-cookbooks over agent-toolkit?
- Choose chroma-cookbooks over agent-toolkit when chroma-cookbooks is primarily Jupyter Notebook; agent-toolkit is Python; Pricing: Lacks information on pricing details for the cookbooks or any associated costs from using Chroma Cloud services other than noting free credits are available upon signup.; Requirements: Access to a Chroma Cloud account is needed to explore many of the projects in this repository.; Basic knowledge of AI concepts and some experience with building AI applications can be advantageous for leveraging these cookbooks effectively.; Tags unique to chroma-cookbooks: ai-agents, chromadb, llm-evaluation; Also covers Data & Retrieval, Evaluation & Observability; You require specific examples of how to build applications that integrate AI functionalities as demonstrated by Chroma's own tools.
- When should I choose agent-toolkit over chroma-cookbooks?
- Choose agent-toolkit over chroma-cookbooks when agent-toolkit is primarily Python; chroma-cookbooks is Jupyter Notebook; Tags unique to agent-toolkit: agent-skills, automation, claude, claude-code; Also covers AI Agents, Developer Tools; For enhancing specific tasks like documentation, planning, and workflow management.
- When should I avoid chroma-cookbooks?
- If you are looking for a solution that does not require a Chroma Cloud account or interaction with their cloud-based technologies. In scenarios where an open-source dependency is preferred over proprietary examples, since this repository may tie directly to Chroma's ecosystem and services.
- When should I avoid agent-toolkit?
- If you seek support for languages other than Python When working with non-Python based coding agents that require specialized skills not covered by this toolkit In cases where custom, from-scratch development is preferred over using pre-packaged scripts
- Is chroma-cookbooks or agent-toolkit more popular on GitHub?
- agent-toolkit has more GitHub stars (2,483 vs 94). Stars measure visibility, not whether either tool fits your constraints.
- Are chroma-cookbooks and agent-toolkit open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to chroma-cookbooks or agent-toolkit?
- GraphCanon lists graph-backed alternatives at chroma-cookbooks alternatives and agent-toolkit alternatives (chroma-cookbooks markdown twin, agent-toolkit 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, chroma-cookbooks or agent-toolkit?
- chroma-cookbooks: Slowing. agent-toolkit: 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 chroma-cookbooks and agent-toolkit?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: chroma-cookbooks trust report; agent-toolkit trust report.