OneQuery
Overview
OneQuery is an experimental Python browser agent that turns a task and optional output schema into structured web data.
Best For Professions:
OneQuery is an experimental Python browser agent that turns a task and optional output schema into structured web data.
The repository documents iterative browser interaction and structured Pydantic output, plus an optional FastAPI scraping endpoint. Tests and documentation remain work in progress.
Setup requires Python, Playwright, a local OmniParser service and configured model credentials. The former hosted domain is unavailable; use the repository route.
MIT source is accessible, but model usage, hosting and engineering maintenance remain your costs. No current hosted subscription is established.
The Python interface and optional /scrape API can feed custom workflows. Browser and parser dependencies are not ready-made CRM or warehouse connectors.
Consider OneQuery for developer-led browser extraction experiments, with time to maintain the local stack and validate the returned data.
Product overview
Capabilities, pricing and fit
OneQuery is an experimental Python browser agent that turns a task and optional output schema into structured web data.
Information as of October 27, 2026
What it can do
- Workflow
The repository documents iterative browser interaction and structured Pydantic output, plus an optional FastAPI scraping endpoint. Tests and documentation remain work in progress.[1]
- Setup and human role
Setup requires Python, Playwright, a local OmniParser service and configured model credentials. The former hosted domain is unavailable; use the repository route.[1]
- Connections
The Python interface and optional /scrape API can feed custom workflows. Browser and parser dependencies are not ready-made CRM or warehouse connectors.[1]
Where it fits best
- Consider OneQuery for developer-led browser extraction experiments, with time to maintain the local stack and validate the returned data.[1]
Pricing and availability
MIT source is accessible, but model usage, hosting and engineering maintenance remain your costs. No current hosted subscription is established.[1]
Platforms: Python, Local installation[1]
Access: Setup requires Python, Playwright, a local OmniParser service and configured model credentials. The former hosted domain is unavailable; use the repository route.[1]
Sources (1)
- github.com — product informationOfficial site · checked 2026-10-27
Autonomy level
65/100
Our subjective rating of how independently the product carries out its documented tasks, considering the human setup, input, approval and review it needs. This is not a measured success rate.
Comparisons
Custom Comparisons
Some of the use cases of OneQuery:
- Consider OneQuery for developer-led browser extraction experiments, with time to maintain the local stack and validate the returned data.
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