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LLM & Agentic

Custom Tools: @tool and SDK MCP Servers

Build custom Claude Agent SDK tools with @tool and create_sdk_mcp_server, get the mcp__server__tool naming right, and see four production tools — SQL, HTTP, filesystem, shell — with the guardrail each needs.

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After this section you can

  • Define a custom tool and register it as an in-process SDK MCP server
  • Get the mcp__server__tool naming right so the tool is actually reachable
  • Write the guardrail each class of tool needs — SQL, HTTP, filesystem, shell
  • Return errors the model can recover from instead of stack traces
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Custom Tools: @tool and SDK MCP Servers

A tool is an async function with a name, a description and a schema. Three lines register it, and it runs inside your own process — same imports, same connection pool, same stack trace.

THE CENTRAL IDEA

Custom tools are MCP servers that never leave your process. You get the protocol — discovery, schemas, namespacing — without a subprocess to supervise. The description is the part the model actually reads, so it is the part worth writing carefully.

Define, register, allow

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