Comparison
nomic vs agent-toolkit
Verdict
Pick nomic if nomic Developer API SDK facilitates handling embeddings, clustering, and duplicate detection for unstructured data; pick agent-toolkit if extends AI coding agent capabilities with Python skills for development and professional workflows.
Markdown twin · nomic alternatives · agent-toolkit alternatives
GraphCanon updated 1d
vs
Trust & integrity
| Signal | nomic | agent-toolkit |
|---|---|---|
| Maintenance | Slowing (284d since push) As of 1d · github_public_v1 | Slowing (159d since push) As of 1w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 1d · github_public_v1 | Not a fork · Organization account As of 1w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) 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
- nomic
- Nomic Developer API SDK
- agent-toolkit
- A curated collection of skills for AI coding agents
Stars
- nomic
- 1.9k
- agent-toolkit
- 2.3k
Forks
- nomic
- 196
- agent-toolkit
- 217
Open issues
- nomic
- 50
- agent-toolkit
- 17
Language
- nomic
- Python
- agent-toolkit
- Python
Adopt for
- nomic
- Nomic Developer API SDK facilitates handling embeddings, clustering, and duplicate detection for unstructured data.
- agent-toolkit
- Extends AI coding agent capabilities with Python skills for development and professional workflows
Persona
- nomic
- -
- agent-toolkit
- -
Runtime
- nomic
- -
- agent-toolkit
- -
License
- nomic
- -
- agent-toolkit
- MIT
Last pushed
- nomic
- Nov 11, 2025
- agent-toolkit
- Mar 5, 2026
Categories
- nomic
- Data & Retrieval, Vector Databases
- agent-toolkit
- AI Agents, Developer Tools
Trust and health
Days since push
- nomic
- 284d
- agent-toolkit
- 159d
Open issues (now)
- nomic
- 50
- agent-toolkit
- 17
Stars delta
- nomic
- 0 (30d)
- agent-toolkit
- Unknown
Open issues delta
- nomic
- 0 (30d)
- agent-toolkit
- Unknown
Full report
- nomic
- Trust report
- agent-toolkit
- Trust report
Choose nomic if…
- Tags unique to nomic: clustering, duplicate-detection, embeddings, text.
- Also covers Data & Retrieval, Vector Databases.
- When working with complex, unstructured data that requires efficient embedding processing and topic modeling.
When NOT to use nomic
- Avoid if your project primarily involves structured database operations without a focus on text or unstructured data analysis.
- Not suitable for applications requiring real-time embeddings processing, as Nomic might not offer the necessary performance guarantees.
Choose agent-toolkit if…
- Tags unique to agent-toolkit: agent-skills, ai, automation, claude.
- 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 (nomic-ai/nomic) · observed Aug 22, 2026
- GitHub forks (nomic-ai/nomic) · observed Aug 22, 2026
- Last push (nomic-ai/nomic) · observed Nov 11, 2025
- License file (unknown) · observed Aug 22, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (softaworks/agent-toolkit) · observed Aug 12, 2026
- GitHub forks (softaworks/agent-toolkit) · observed Aug 12, 2026
- Last push (softaworks/agent-toolkit) · observed Mar 5, 2026
- License file (MIT) · observed Aug 12, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: nomic 1.9k · agent-toolkit 2.3k (synced Aug 22, 2026).
Common questions
- What is the difference between nomic and agent-toolkit?
- nomic: Nomic Developer API SDK. 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 nomic over agent-toolkit?
- Choose nomic over agent-toolkit when Tags unique to nomic: clustering, duplicate-detection, embeddings, text; Also covers Data & Retrieval, Vector Databases; When working with complex, unstructured data that requires efficient embedding processing and topic modeling.
- When should I choose agent-toolkit over nomic?
- Choose agent-toolkit over nomic when Tags unique to agent-toolkit: agent-skills, ai, automation, claude; Also covers AI Agents, Developer Tools; For enhancing specific tasks like documentation, planning, and workflow management.
- When should I avoid nomic?
- Avoid if your project primarily involves structured database operations without a focus on text or unstructured data analysis. Not suitable for applications requiring real-time embeddings processing, as Nomic might not offer the necessary performance guarantees.
- 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 nomic or agent-toolkit more popular on GitHub?
- agent-toolkit has more GitHub stars (2,307 vs 1,878). Stars measure visibility, not whether either tool fits your constraints.
- Are nomic and agent-toolkit open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to nomic or agent-toolkit?
- GraphCanon lists graph-backed alternatives at nomic alternatives and agent-toolkit alternatives (nomic 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, nomic or agent-toolkit?
- nomic: 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 nomic and agent-toolkit?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: nomic trust report; agent-toolkit trust report.