Comparison
agency vs agentql
Verdict
Pick agency if agency is a Go-idiomatic library aimed at developers looking to work with Large Language Models and generative AI techniques; pick agentql if agentQL is a Python-based suite designed for large-scale web data extraction by using a query language and Playwright integrations.
Markdown twin · agency alternatives · agentql alternatives
GraphCanon updated Aug 21, 2026
49views this month
Trust & integrity
| Signal | agency | agentql |
|---|---|---|
| Maintenance | Dormant (589d since push) As of Aug 21, 2026 · github_public_v1 | Very active (2d since push) As of Aug 12, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Aug 21, 2026 · github_public_v1 | Not a fork · Organization account As of Aug 12, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 11, 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
- agency
- Library for exploring Large Language Models and generative AI in Go
- agentql
- Suite of tools connecting AI to the web with query language and Playwright integrations
Stars
- agency
- 514
- agentql
- 1.4k
Forks
- agency
- 36
- agentql
- 165
Open issues
- agency
- 4
- agentql
- 9
Language
- agency
- Go
- agentql
- Python
Adopt for
- agency
- Agency is a Go-idiomatic library aimed at developers looking to work with Large Language Models and generative AI techniques.
- agentql
- AgentQL is a Python-based suite designed for large-scale web data extraction by using a query language and Playwright integrations.
Persona
- agency
- -
- agentql
- -
Runtime
- agency
- -
- agentql
- -
License
- agency
- MIT
- agentql
- MIT
Last pushed
- agency
- Jan 8, 2025
- agentql
- Aug 9, 2026
Categories
- agency
- AI Agents, LLM Frameworks
- agentql
- AI Agents
Trust and health
Maintenance
- agency
- Dormant (18%)
- agentql
- Very active (96%)
Days since push
- agency
- 589d
- agentql
- 2d
Open issues (now)
- agency
- 4
- agentql
- 9
Stars delta
- agency
- +2 (30d)
- agentql
- Unknown
Open issues delta
- agency
- 0 (30d)
- agentql
- Unknown
Full report
- agency
- Trust report
- agentql
- Trust report
Choose agency if…
- agency is primarily Go; agentql 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.
- Also covers LLM Frameworks.
- 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.
Choose agentql if…
- agentql is primarily Python; agency is Go.
- Tags unique to agentql: agent, aiagent, automation, javascript.
- When you need tools that integrate AI with extensive web scraping to automate browser interactions effectively.
When NOT to use agentql
- Avoid if looking exclusively for solutions built around frameworks other than Playwright, as AgentQL is deeply integrated with it.
- Not suitable for users seeking simple web scraping functionalities without the sophistication of AI-driven querying or extensive browser automation capabilities.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (neurocult/agency) · observed Aug 21, 2026
- GitHub forks (neurocult/agency) · observed Aug 21, 2026
- Last push (neurocult/agency) · observed Jan 8, 2025
- License file (MIT) · observed Aug 21, 2026
- Decision facts (enrichment) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (tinyfish-io/agentql) · observed Aug 12, 2026
- GitHub forks (tinyfish-io/agentql) · observed Aug 12, 2026
- Last push (tinyfish-io/agentql) · observed Aug 9, 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: agency 514 · agentql 1.4k (synced Aug 21, 2026).
Common questions
- What is the difference between agency and agentql?
- agency: Library for exploring Large Language Models and generative AI in Go. agentql: Suite of tools connecting AI to the web with query language and Playwright integrations. See the comparison table for live GitHub stats and shared categories.
- When should I choose agency over agentql?
- Choose agency over agentql when agency is primarily Go; agentql 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; Also covers LLM Frameworks; If you're proficient in Go and want to implement LLMs within a familiar ecosystem, consider agency.
- When should I choose agentql over agency?
- Choose agentql over agency when agentql is primarily Python; agency is Go; Tags unique to agentql: agent, aiagent, automation, javascript; When you need tools that integrate AI with extensive web scraping to automate browser interactions effectively.
- 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.
- When should I avoid agentql?
- Avoid if looking exclusively for solutions built around frameworks other than Playwright, as AgentQL is deeply integrated with it. Not suitable for users seeking simple web scraping functionalities without the sophistication of AI-driven querying or extensive browser automation capabilities.
- Is agency or agentql more popular on GitHub?
- agentql has more GitHub stars (1,445 vs 514). Stars measure visibility, not whether either tool fits your constraints.
- Are agency and agentql open source?
- Yes - both are open-source projects on GitHub (agency: MIT, agentql: MIT).
- Where can I find alternatives to agency or agentql?
- GraphCanon lists graph-backed alternatives at agency alternatives and agentql alternatives (agency markdown twin, agentql 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, agency or agentql?
- agency: Dormant. agentql: Very active. 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 agency and agentql?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agency trust report; agentql trust report.