A browser extension that captures structured work context from your browsing sessions and streams it to OpenClaw agents so they know what you are working on without being told

OpenClaw agents start every conversation blind. Users waste the first 2-5 messages explaining what project they are working on, what files they have open, what Jira ticket they are looking at. Toggle for OpenClaw proved the concept with 116 Product Hunt upvotes by streaming browser activity to agents as structured context. The browser AI market is projected to reach $76.8B by 2034. But Toggle is Chrome-only, closed-source, and focused on individual productivity. There is room for an open-source, multi-browser extension that extracts work context (active project, open tabs, current task, recent decisions) and pipes it into any OpenClaw agent as a structured context payload, making agents immediately productive without the cold-start problem.

Demand Breakdown

129

Social Proof 1 sources

Toggle for OpenClaw launched on Product Hunt

@@rolodexter · 2026-02-24

129

Gap Assessment

CompetitiveMultiple tools exist but differentiation opportunities remain

3 tools exist (Toggle for OpenClaw, Browser Use, Airtop) but gaps remain: Chrome-only, closed-source, no Firefox/Edge support. No self-hosted option. Privacy controls unclear. No intent inference from tab patterns.; Focuses on browser automation (agent controls browser), not context extraction (browser informs agent). Different direction entirely..

Features4 agent-ready prompts

Tab activity tracker that groups open browser tabs into projects based on domain patterns and URL structure, outputting a JSON context object

▶

OpenClaw webhook sender that pushes the structured context payload to the agent's gateway via a configurable API endpoint on a timer

▶

Privacy controls dashboard that lets users exclude specific domains, tabs, and projects from context collection with per-domain granularity

▶

Intent detection layer that infers what the user is trying to accomplish based on tab switching patterns and surfaces it as a natural language task description

▶

Competitive LandscapeFREE

Product	Does	Missing
Toggle for OpenClaw	Chrome extension that captures browser activity and structures it into work sessions, projects, and intent signals for OpenClaw agents	Chrome-only, closed-source, no Firefox/Edge support. No self-hosted option. Privacy controls unclear. No intent inference from tab patterns.
Browser Use	Open-source browser automation framework with 78K GitHub stars. Agents control browsers to complete tasks.	Focuses on browser automation (agent controls browser), not context extraction (browser informs agent). Different direction entirely.
Airtop	No-code AI browser automation platform using natural language to control cloud-hosted browsers	Cloud-hosted browser control, not local context extraction. Designed for automation tasks, not for providing work context to conversational agents.

Aggregate Score

129

0 leads found

Details

TypeProduct Idea

Competitors3

Features4

Issues1

Leads0

Source Signals

All signals →

129Toggle for OpenClaw: Chrome Extension Streams Structured Work Context to Your Agent in Real-Time

Related Ideas

All ideas →

200A CLI tool that exports any agent chat into a shareable, embeddable web page with one command 26.1MA pre-publish scanner that strips source maps, secrets, and internal code from npm packages before they ship to the registry 2.2MA routing middleware that pairs an expensive advisor model with a cheap executor model for OpenClaw agents, cutting API costs by 80% while maintaining output quality