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Rafter

Learns workflows from demonstration and lets team members reuse that knowledge to answer questions and execute routine tasks

heyrafter.xyzAI AgentsAug 2026Bergen, NorwayRafter

The product is a knowledge capture and reuse system that learns how work is done from a single demonstration and lets every team member use that knowledge to answer questions and execute routine tasks such as pulling ledgers, reconciling, flagging deviations and drafting summaries. It is for business teams that work across Jira, Confluence, SharePoint and Drive and need to onboard members and repeat processes consistently. It is delivered as SaaS via MCP that appears inside ChatGPT, Claude, Cursor and Codex without migration and offers a free tier.

Key features

  • Learn workflows from demonstration
  • Share knowledge across team members
  • Answer work-related questions
  • Pull ledger and reconcile bank
  • Flag deviations automatically
  • Draft summaries for approval
  • Search skills and memories
  • Save durable memories with add_memory
  • Connect via MCP to existing tools
  • Work in browser, terminal and desktop
  • Integrate with Jira and Confluence
  • Integrate with SharePoint and Drive
  • Integrate with ChatGPT and Claude
  • Integrate with Cursor and Codex
Social posts
  • No social media activity detected
GTM channels
  • Marketplace
  • API
ICP
  • Operations teams
  • Mid market companies
  • Enterprises