atlas/tickets/backlog/TICKET-030_mcp-llm-integration.md
ilia 7c633a02ed Initialize project structure with essential files and documentation
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This commit lays the foundation for the Atlas project, ensuring a clear structure for development and collaboration.
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# Ticket: Integrate MCP with LLM Host
## Ticket Information
- **ID**: TICKET-030
- **Title**: Integrate MCP with Chosen LLM Host
- **Type**: Feature
- **Priority**: High
- **Status**: Backlog
- **Track**: Tools/MCP, LLM Infra
- **Milestone**: Milestone 2 - Voice Chat MVP
- **Created**: 2024-01-XX
## Description
Integrate MCP server with LLM:
- Write adapter converting model tool-use outputs into MCP calls
- Convert MCP responses back to LLM format
- Handle tool discovery and registration
- Error handling and retries
## Acceptance Criteria
- [ ] MCP-LLM adapter implemented
- [ ] Tool-use outputs → MCP calls working
- [ ] MCP responses → LLM format working
- [ ] Tool discovery automatic
- [ ] Error handling robust
## Technical Details
Adapter should:
- Parse LLM function calls
- Map to MCP tool calls
- Handle responses and errors
- Support streaming if needed
## Dependencies
- TICKET-029 (MCP server)
- TICKET-021 or TICKET-022 (LLM server with function-calling)
## Related Files
- `home-voice-agent/mcp-adapter/` (to be created)
## Notes
Needs LLM server with function-calling support. Critical for tool integration.