Observed arrival · 2026-10-24
Contextloop: corrections become metric rules
Contextloop gives data agents a team’s metric definitions over MCP and tracks when their answers are corrected.
○Open
⊠Login
$Paid
†Ads
✦Pretty
●Pro
◎Niche
◉Human
⚑Risk
ƒJS
- For
- Data teams using Claude, Cursor, or other agents
- Worth noticing
- The page says teams can import dbt or Cube YAML, then export definitions back to either format.
Field notes
The setup described is an MCP URL for Claude Code, Cursor, Claude Desktop, or another MCP client; agents keep using their own database tools. Teams can seed definitions directly or import dbt or Cube YAML and glossary documents. The page says corrections can be approved before becoming shared rules, and lists export back to dbt MetricFlow or Cube YAML. These are product claims on the homepage, not independently verified behavior.
Observed signals
Read the marks
Editorial observations of this landing page, not a rating.
○OpenPublic substance visible
⊠LoginAccess appeared gated
$PaidCommerce or pricing visible
◎NicheUnusually specific use
One card from the complete issue