k3l0-dev/niwashi-mcp

Schema-driven MCP server for Cisco ACI — searches the APIC object model by keyword, reads a class's schema (identifiers, containment, relations, property constraints), then runs filtered queries, so an agent reaches all 15,452 classes with none of them hardcoded. Five read-only tools. Transport: HTTP (FastMCP); auth: bearer token or `X-API-Key`. Install: `uvx niwashi-mcp` — the object model ships inside the package, so there is nothing to clone or download. License: PolyForm Noncommercial 1.0.0.

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