atlas/tickets/backlog/TICKET-029_minimal-mcp-server.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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2.1 KiB
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# Ticket: Implement Minimal MCP Server
## Ticket Information
- **ID**: TICKET-029
- **Title**: Implement Minimal MCP Server
- **Type**: Feature
- **Priority**: High
- **Status**: Done
- **Track**: Tools/MCP
- **Milestone**: Milestone 1 - Survey & Architecture
- **Created**: 2024-01-XX
## Description
Build a minimal MCP server:
- One service exposing a few tools (e.g., weather, echo)
- JSON-RPC protocol implementation
- Tools/call and tools/list endpoints
- Basic error handling
## Acceptance Criteria
- [x] MCP server implemented (`home-voice-agent/mcp-server/`)
- [x] JSON-RPC protocol working (JSON-RPC 2.0 via FastAPI)
- [x] Tools/list endpoint functional (`/mcp` with method `tools/list`)
- [x] Tools/call endpoint functional (`/mcp` with method `tools/call`)
- [x] At least 2 example tools (weather, echo) implemented
- [x] Error handling implemented (proper JSON-RPC error codes)
## Technical Details
Implementation:
- JSON-RPC 2.0 server
- Tool registration system
- Request/response handling
- Error codes and messages
## Dependencies
- TICKET-028 (MCP concepts)
## Related Files
- `home-voice-agent/mcp-server/` (to be created)
## Related Files
- `home-voice-agent/mcp-server/` (to be created)
## Notes
Independent of specific tools - start with stubs. Can be tested with dummy models.
## Progress Log
- 2024-01-XX - MCP server implemented with FastAPI
- 2024-01-XX - JSON-RPC 2.0 protocol implemented
- 2024-01-XX - Tool registry system created
- 2024-01-XX - Echo and Weather tools implemented
- 2024-01-XX - Test script created (`test_mcp.py`)
- 2024-01-XX - Ready for testing and integration
## Implementation Details
**Location**: `home-voice-agent/mcp-server/`
**Components**:
- `server/mcp_server.py` - Main FastAPI server with JSON-RPC 2.0 handler
- `tools/registry.py` - Tool registration and execution system
- `tools/base.py` - Base tool interface
- `tools/echo.py` - Echo tool for testing
- `tools/weather.py` - Weather tool (stub implementation)
**To Run**:
```bash
cd home-voice-agent/mcp-server
pip install -r requirements.txt
python server/mcp_server.py
```
**To Test**:
```bash
python test_mcp.py
```