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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Markdown

# 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
1. **echo** - Echo back input text (testing tool)
2. **weather** - Get weather information (stub implementation - needs real API)
3. **get_current_time** - Get current time with timezone
4. **get_date** - Get current date information
5. **get_timezone_info** - Get timezone info with DST status
6. **convert_timezone** - Convert time between timezones
## Server Information
**Root Endpoint** (`http://localhost:8000/`) now returns enhanced JSON:
```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
```bash
# 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
1. Set up LLM servers (TICKET-021, TICKET-022)
2. Integrate MCP adapter with LLM servers
3. Replace weather stub with real API (TICKET-031)
4. Add more tools (timers, tasks, etc.)