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Description
Context
LePatron customers increasingly use internal AI assistants (ChatGPT, Claude, Copilot, etc.) for their
daily tasks. These assistants lack context about the email history created in LePatron, which limits
their usefulness for:
- Generating content consistent with previous communications
- Maintaining brand tone and style
- Reusing elements that have worked well in the past
Proposal
Create an MCP (Model Context Protocol) server that exposes LePatron mailing history as a context
source for customers' AI assistants.
Planned Features
Phase 1 - MVP
- Standalone MCP server with API key authentication
- Resource: List of recent mailings (name, date, text preview)
- Tool: Search mailing history (by keyword, date, author, etc.)
Phase 2 - Enhancements
- Resource: Templates used and their variants
- Tool: Extract CTAs and subject lines (when specified)
- Filtering by workspace/folder
Customer Use Cases
- "Generate a follow-up email in the same tone as my previous communications"
- "What email subjects were used for last year's Black Friday campaign?"
- "Suggest CTA variations based on what we usually use"
Technical Considerations
- Authentication: API key per group, generated in admin settings
- Permissions: Respect user's workspace access rights
- Performance: Pagination, caching of extracted content
- Security: Rate limiting, no exposure of sensitive data (unresolved variables)
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