capability aggregation, and server process management.
### RobustStdioSession
A custom implementation of the MCP ClientSession specifically for stdio servers, with noise filtering, direct future resolution, and process lifecycle management.
### ConversationGraph
Manages
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Server Discovery & Integration
The MCP Client provides multiple mechanisms to discover and integrate with MCPservers as implemented in [mcp_client.py](mdc:mcp_client.py).
## Discovery Methods
### File System Discovery
- Searches configured directories
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Interface
The MCP Client provides a modern, responsive web interface as defined in [mcp_client.py](mdc:mcp_client.py) and [mcp_client_ui.html](mdc:mcp_client_ui.html).
## Technology Stack
### Backend
- FastAPI for API server
- WebSockets for bidirectional
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Annotate every substantive chat turn into the DKG project's sub-graphs via the V10 MCP tools (knowledge_asset_create → write → share) so shared project memory grows organically and stays navigable, with every annotation linked back to its chat:Turn by the predicted turn URI.
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explicitly requested by the user.
=== boost rules ===
## Laravel Boost
- Laravel Boost is an MCPserver that comes with powerful tools designed specifically for this application. Use them.
## Artisan
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specific invocation tool. Unsupported operations stop rather than falling back to guessed commands.
## Harness MCPServer
The [Harness MCPserver](https://github.com/harness/mcp-server) provides the generic tools below. CLI-only
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