Nicheloom

Market intelligence for builders — see what's gaining traction before it's crowded.

ContextFort

Visibility and controls for browser agents

Details

External ID
46614015
Source
HN
Company
—
Product
ContextFort
Website domain
contextfort.ai
Launched
Jan. 14, 2026
Cohort
—
Upvotes
14
Upvotes percentile
0.5961791831357048
Tags
—
Fetched at
Sept. 7, 2026, 9:25 p.m.
Updated at
Sept. 7, 2026, 9:25 p.m.

Description

Hey HN! I’m Ashwin, co-founder of ContextFort (https://contextfort.ai/). We provide visibility and controls for AI browser agents like Claude in Chrome through an open-source browser extension.Browser agents are AI copilots that can autonomously navigate and take actions in your browser. They show up as standalone browsers (Comet, Atlas) or Chrome extensions (Claude).They’re especially useful in sites where search/API connectors don’t work well, like searching through Google Groups threads for a bug fix or pulling invoices from BILL.com. Anthropic released Claude CoWork yesterday, and in their launch video, they showcased their browser-use chromium extension: https://www.youtube.com/watch?v=UAmKyyZ-b9EBut enterprise adoption is slow because of indirect prompt injection risks, about which Simon Willison has written in great detail in his blogs: https://simonwillison.net/2025/Aug/26/piloting-claude-for-ch.... And before security teams can decide on guardrails, they need to know how employees are using browser agents to understand where the risks are.So, we reverse-engineered how the Claude in Chrome extension works and built a visibility layer that tracks agent sessions end-to-end. It detects when an AI agent takes control of the browser and records which pages it visited during a session and what it does on each page (what was clicked and where text was input).On top of that, we’ve also added simple controls for security teams to act on based on what the visibility layer captures:(1) Block specific actions on specific pages (e.g., prevent the agent from clicking “Submit” on email)(2) Block risky cross-site flows in a single session (e.g., block navigation to Atlassian after interacting with StackOverflow), or apply a stricter policy and block bringing any external context to Atlassian entirely.We demo all the above features here in this 2-minute YouTube video: https://www.youtube.com/watch?v=1YtEGVZKMeoYou can try our browser extension here: https://github.com/ContextFort-AI/ContextFortThrilled to share this with you and hear your comments!

Enrichment

Theme
browser automation and scraping for AI
Vertical
Horizontal
Function
Observability & eval
Audience
Developer
AI stance
AI feature
Project type
Commercial product
Normalized one-liner
monitoring and controls for browser agents
Manually corrected
False

Could you build this?

Yes ContextFort is a Chrome extension that monitors and manages actions taken by AI browser agents. Standard WebExtensions APIs (content scripts, DOM mutation observers, webRequest/declarativeNetRequest) can be constructed cleanly with vibe coding.

Discussion

1 comment analyzed.

Concerns raised: Privacy concerns about network requests and data collection, Extension permissions scope and access levels

Competitors

Other products that read as similar to this one — 236 launches clear the similarity bar, closest 8 shown.

Attention rank: #127 of 237 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 69 days after the earliest competitor.

Other launches for this product

Same idea, different domain

Nobody's really built a observability & eval tool for Media & entertainment yet.