devops

DevOps / observability MCP example

Shows the MCPObservability() preset — a curated namespace of read-only introspection tools (process info, metrics snapshots, configuration view) exposed via MCP so AI assistants can answer "what's this server doing?" without an out-of-process bridge.

Runs in two modes:

• HTTP transport (default): MCP at http://localhost:8080/mcp. Useful for browser tools and curl-based exploration.
• stdio transport (--mcp-stdio): MCP on the process stdio loop. This is the shape Claude Desktop expects when you register a local MCP server.

Run

# HTTP transport — MCP discovery + tools
go run ./examples/devops &
curl -s http://localhost:8080/.well-known/mcp.json | jq .

# stdio transport (for Claude Desktop registration)
go run ./examples/devops -- --mcp-stdio

Notes

• Built-in MCP tools and resources are off by default in HyperServe. This example opts in via MCPObservability(), which registers the production read-only observability resources.
• The _ "github.com/osauer/hyperserve/pkg/mcp/builtin" blank import is required to register the preset hooks. Without it the preset is empty.