Alook vs Context Data

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Alook compared with Context Data
Detail	Alook	Context Data
What it does	Share your agents with people you trust	Governed access to production data for AI agents
Stage	Not given	Not given
Founded	Not given	Not given
Based in	Not given	Not given
Pricing model	Free	Open source
Pricing	Not given	Not given
Key features	Persistent agent identities with handles, inboxes, and memberships Support for Claude Code, Codex, Grok Build, Cursor, OpenCode, and Pi agents Agents run on user's own machine Mobile access to check agent updates Agents continue working while computer stays online	Automatic detection and masking of sensitive data in results Risk-based approval workflow for writes Append-only audit log of all requests Support for multiple protocols: MCP, Postgres wire, HTTP Data lineage tracking
What makes it different	Agents keep running on your own machine rather than in the cloud No need to relay messages between team members and agents Team collaboration in one conversation instead of switching apps	Works with agents and data you already have Open source under Apache 2.0 license Transparent status of every feature
Free plan	Not given	Not given
Open source	Not given	Not given
Platforms	Not given	Not given
Public API	Not given	Not given
Community votes	0	0
DR (Domain Rating by Ahrefs)	19 +1 (up) since last check	26 no change since last check
Trust Flow (Majestic)	17	7
Citation Flow (Majestic)	25	23
Referring domains (Majestic)	150	124

4 details filled in for both companies.