Model Context Protocol (MCP) adapter and AI agent tool integration for Hexastack
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 # hexastack-mcp > Model Context Protocol (MCP) adapter and AI agent tool integration for Hexastack. [](https://pypi.org/project/hexastack-mcp/) [](https://www.python.org/downloads/) [](https://codecov.io/github/TheTrueSCU/hexastack) [](https://dopplereffect.us/hexastack/) [](https://dopplereffect.us/hexaqual/) [](../../LICENSE) > Part of the [**Hexastack Framework**](https://dopplereffect.us/hexastack/) · Governed by [**Hexaqual**](https://dopplereffect.us/hexaqual/). --- ## 1. Overview & Capabilities `hexastack-mcp` exposes Hexastack application services directly to AI agents (Claude Desktop, Cursor, Antigravity, custom LLM agents) via the official Anthropic Model Context Protocol: - **Automatic CQRS Tool Generation (`@mcp_tool`)**: Decorates CQRS Command and Query models, converting them into structured LLM tools with JSON Schema validation. - **Resource URI Providers (`@mcp_resource`)**: Exposes read endpoints and system diagnostics as readable MCP resources (`hexastack://schema`, `hexastack://info`). - **Prompt Templates (`@mcp_prompt`)**: Configures reusable workflow prompts for LLM clients. - **Multiple Transports**: - **Standard I/O (`stdio`)**: Local process communication for desktop assistants and subprocess agents. - **Server-Sent Events (`sse`)**: HTTP SSE transport via FastAPI for remote agent networks. - **Metrics & Observability (`McpMetricsMiddleware`)**: Tracks tool, resource, and p…
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