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atlas/tickets/done/TICKET-028_mcp-foundation.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: Learn and Encode MCP Concepts

Ticket Information

  • ID: TICKET-028
  • Title: Learn and Encode MCP Concepts into Architecture
  • Type: Research
  • Priority: High
  • Status: Done
  • Track: Tools/MCP
  • Milestone: Milestone 1 - Survey & Architecture
  • Created: 2024-01-XX

Description

Learn Model Context Protocol (MCP) and integrate into architecture:

  • Understand MCP concepts: hosts, clients, servers
  • Tools/call and tools/list endpoints
  • JSON-RPC protocol
  • Architecture integration

Acceptance Criteria

  • MCP concepts understood and documented
  • Architecture updated with MCP components
  • Protocol details documented (JSON-RPC 2.0)
  • Integration points identified (LLM hosts, MCP adapter, MCP server)

Technical Details

MCP concepts:

  • Hosts: LLM servers
  • Clients: Applications using LLM
  • Servers: Tool providers
  • Tools: call and list operations
  • JSON-RPC 2.0 protocol

Dependencies

  • TICKET-004 (architecture)

Related Files

  • docs/MCP_ARCHITECTURE.md (to be created)
  • ARCHITECTURE.md

Notes

Foundation for all MCP tool work. Should be done early.

Progress Log

  • 2024-01-XX - MCP architecture document created (docs/MCP_ARCHITECTURE.md)
  • 2024-01-XX - MCP concepts documented (hosts, clients, servers, tools)
  • 2024-01-XX - JSON-RPC 2.0 protocol details documented
  • 2024-01-XX - Architecture integration points identified
  • 2024-01-XX - Ready for MCP server implementation (TICKET-029)