Comparison
SolidGPT vs agent-toolkit
Verdict
Pick SolidGPT if solidGPT aids developers in finding information through AI-driven persona search, available as a VSCode extension; pick agent-toolkit if extends AI coding agent capabilities with Python skills for development and professional workflows.
Markdown twin · SolidGPT alternatives · agent-toolkit alternatives
GraphCanon updated 5d
vs
Trust & integrity
| Signal | SolidGPT | agent-toolkit |
|---|---|---|
| Maintenance | Dormant (580d since push) As of 5d · github_public_v1 | Slowing (159d since push) As of 1w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 5d · github_public_v1 | Not a fork · Organization account As of 1w · 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
- SolidGPT
- Developer AI Persona Search Agent
- agent-toolkit
- A curated collection of skills for AI coding agents
Stars
- SolidGPT
- 1.8k
- agent-toolkit
- 2.3k
Forks
- SolidGPT
- 134
- agent-toolkit
- 217
Open issues
- SolidGPT
- 15
- agent-toolkit
- 17
Language
- SolidGPT
- Python
- agent-toolkit
- Python
Adopt for
- SolidGPT
- SolidGPT aids developers in finding information through AI-driven persona search, available as a VSCode extension.
- agent-toolkit
- Extends AI coding agent capabilities with Python skills for development and professional workflows
Persona
- SolidGPT
- -
- agent-toolkit
- -
Runtime
- SolidGPT
- -
- agent-toolkit
- -
License
- SolidGPT
- CC-BY-4.0
- agent-toolkit
- MIT
Last pushed
- SolidGPT
- Jan 12, 2025
- agent-toolkit
- Mar 5, 2026
Categories
- SolidGPT
- AI Agents, Developer Tools
- agent-toolkit
- AI Agents, Developer Tools
Trust and health
Maintenance
- SolidGPT
- Dormant (18%)
- agent-toolkit
- Slowing (36%)
Days since push
- SolidGPT
- 580d
- agent-toolkit
- 159d
Open issues (now)
- SolidGPT
- 15
- agent-toolkit
- 17
Stars delta
- SolidGPT
- +2 (30d)
- agent-toolkit
- Unknown
Open issues delta
- SolidGPT
- +1 (30d)
- agent-toolkit
- Unknown
OSV dependency advisories
- SolidGPT
- Published findings
- agent-toolkit
- No lockfile (source not queried)
Full report
- SolidGPT
- Trust report
- agent-toolkit
- Trust report
Choose SolidGPT if…
- License: SolidGPT is CC-BY-4.0, agent-toolkit is MIT.
- Tags unique to SolidGPT: codechat, copilot, glean, gpt-4.
- SolidGPT ships Docker support for self-hosted deployment.
- When you need to enhance your coding efficiency with an AI persona that understands developer-specific queries.
When NOT to use SolidGPT
- Avoid if looking for a general-purpose search tool; SolidGPT focuses on developer personas.
- Not suitable if you require features exclusive to broader market competitors, such as advanced code completion beyond persona-based queries.
Choose agent-toolkit if…
- License: agent-toolkit is MIT, SolidGPT is CC-BY-4.0.
- Tags unique to agent-toolkit: agent-skills, ai, automation, claude.
- 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 (AI-Citizen/SolidGPT) · observed Aug 15, 2026
- GitHub forks (AI-Citizen/SolidGPT) · observed Aug 15, 2026
- Last push (AI-Citizen/SolidGPT) · observed Jan 12, 2025
- License file (CC-BY-4.0) · observed Aug 15, 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: SolidGPT 1.8k · agent-toolkit 2.3k (synced Aug 15, 2026).
Common questions
- What is the difference between SolidGPT and agent-toolkit?
- SolidGPT: Developer AI Persona Search Agent. 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 SolidGPT over agent-toolkit?
- Choose SolidGPT over agent-toolkit when License: SolidGPT is CC-BY-4.0, agent-toolkit is MIT; Tags unique to SolidGPT: codechat, copilot, glean, gpt-4; SolidGPT ships Docker support for self-hosted deployment; When you need to enhance your coding efficiency with an AI persona that understands developer-specific queries.
- When should I choose agent-toolkit over SolidGPT?
- Choose agent-toolkit over SolidGPT when License: agent-toolkit is MIT, SolidGPT is CC-BY-4.0; Tags unique to agent-toolkit: agent-skills, ai, automation, claude; For enhancing specific tasks like documentation, planning, and workflow management.
- When should I avoid SolidGPT?
- Avoid if looking for a general-purpose search tool; SolidGPT focuses on developer personas. Not suitable if you require features exclusive to broader market competitors, such as advanced code completion beyond persona-based queries.
- 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 SolidGPT or agent-toolkit more popular on GitHub?
- agent-toolkit has more GitHub stars (2,307 vs 1,794). Stars measure visibility, not whether either tool fits your constraints.
- Are SolidGPT and agent-toolkit open source?
- Yes - both are open-source projects on GitHub (SolidGPT: CC-BY-4.0, agent-toolkit: MIT).
- Where can I find alternatives to SolidGPT or agent-toolkit?
- GraphCanon lists graph-backed alternatives at SolidGPT alternatives and agent-toolkit alternatives (SolidGPT 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, SolidGPT or agent-toolkit?
- SolidGPT: Dormant. 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 SolidGPT and agent-toolkit?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: SolidGPT trust report; agent-toolkit trust report.