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atlas/tickets/backlog/TICKET-030_mcp-llm-integration.md
ilia 7c633a02ed Initialize project structure with essential files and documentation 
- Added .cursorrules for project guidelines and context
- Created README.md for project overview and goals
- Established ARCHITECTURE.md for architectural documentation
- Set up tickets directory with initial ticket management files
- Included .gitignore to manage ignored files and directories

This commit lays the foundation for the Atlas project, ensuring a clear structure for development and collaboration.
2026-01-05 20:09:44 -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: 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.