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Open Envelope

Generates complete AI agent designs from natural language descriptions, including roles, skills, models, tools, and handoffs, and exports them as structured JSON specs.

An AI agent designer and generator that converts plain-language workflow descriptions into structured AI agent designs, including roles, skills, models, tools, and handoffs. It solves the problem of designing multi-agent systems from scratch by providing an opinionated framework. The product targets developers, IT teams, and engineering teams in companies of all sizes, especially those using tools like Slack, HubSpot, Notion, Stripe, and Jira. It differentiates itself from general chat tools by outputting a structured JSON spec that can be stored in Git and implemented directly, with an open schema (Apache 2.0) to avoid lock-in.

Key features

  • Natural language workflow description
  • Suggests ideas from company URL
  • Designs sub-agent structure
  • Refines design in conversation
  • Exports structured JSON spec
  • Open schema (Apache 2.0)
  • Integrates with 500+ tools
  • Defines roles and responsibilities
  • Surfaces tool and credential requirements
  • Defines reporting lines and handoffs
  • Includes approval gates for human review
  • Stores specs in Git
  • MCP endpoint for zero-config deployment
Social posts
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GTM channels
  • Blog
  • Community
  • API
  • Docs
  • Changelog
ICP
  • Software developers
  • Engineering teams
  • IT teams