ilia/atlas

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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MCP Server Status

✅ Server is Running with All 6 Tools

Status: Fully operational and tested
Last Updated: 2026-01-06

The MCP server is fully operational with all tools registered, tested, and working correctly.

Available Tools

echo - Echo back input text (testing tool)
weather - Get weather information (stub implementation - needs real API)
get_current_time - Get current time with timezone
get_date - Get current date information
get_timezone_info - Get timezone info with DST status
convert_timezone - Convert time between timezones

Server Information

Root Endpoint (http://localhost:8000/) now returns enhanced JSON:

{
    "name": "MCP Server",
    "version": "0.1.0",
    "protocol": "JSON-RPC 2.0",
    "status": "running",
    "tools_registered": 6,
    "tools": ["echo", "weather", "get_current_time", "get_date", "get_timezone_info", "convert_timezone"],
    "endpoints": {
        "mcp": "/mcp",
        "health": "/health",
        "docs": "/docs"
    }
}

Quick Test

# Test all tools
./test_all_tools.sh

# Test server info
curl http://localhost:8000/ | python3 -m json.tool

# Test health
curl http://localhost:8000/health | python3 -m json.tool

# List tools via MCP
curl -X POST http://localhost:8000/mcp \
  -H "Content-Type: application/json" \
  -d '{"jsonrpc": "2.0", "method": "tools/list", "id": 1}'

Endpoints

Root (/): Enhanced server information with tool list
Health (/health): Health check with tool count
MCP (/mcp): JSON-RPC 2.0 endpoint for tool operations
Docs (/docs): FastAPI interactive documentation

Integration Status

✅ MCP Adapter: Complete and tested - all tests passing
✅ Tool Discovery: Working correctly (6 tools discovered)
✅ Tool Execution: All tools tested and working
⏳ LLM Integration: Pending LLM server setup

Next Steps

Set up LLM servers (TICKET-021, TICKET-022)
Integrate MCP adapter with LLM servers
Replace weather stub with real API (TICKET-031)
Add more tools (timers, tasks, etc.)

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