atlas/tickets/done/TICKET-030_mcp-llm-integration.md
ilia 4b9ffb5ddf docs: Update architecture and add new documentation for LLM and MCP
- Enhanced `ARCHITECTURE.md` with details on LLM models for work (Llama 3.1 70B Q4) and family agents (Phi-3 Mini 3.8B Q4).
- Introduced new documents:
  - `ASR_EVALUATION.md` for ASR engine evaluation and selection.
  - `HARDWARE.md` outlining hardware requirements and purchase plans.
  - `IMPLEMENTATION_GUIDE.md` for Milestone 2 implementation steps.
  - `LLM_CAPACITY.md` assessing VRAM and context window limits.
  - `LLM_MODEL_SURVEY.md` surveying open-weight LLM models.
  - `LLM_USAGE_AND_COSTS.md` detailing LLM usage and operational costs.
  - `MCP_ARCHITECTURE.md` describing the Model Context Protocol architecture.
  - `MCP_IMPLEMENTATION_SUMMARY.md` summarizing MCP implementation status.

These updates provide comprehensive guidance for the next phases of development and ensure clarity in project documentation.
2026-01-05 23:44:16 -05:00

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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**: Done
- **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
- [x] MCP-LLM adapter implemented (`mcp-adapter/adapter.py`)
- [x] Tool-use outputs → MCP calls working
- [x] MCP responses → LLM format working
- [x] Tool discovery automatic (`discover_tools()`)
- [x] 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.