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get_profiles

Retrieve customer profiles from Klaviyo using filters and pagination to manage marketing data.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
filterNoFilter query for profiles
page_sizeNoNumber of profiles per page (1-100)
page_cursorNoCursor for pagination

Implementation Reference

  • Handler function for the 'get_profiles' tool. Fetches profiles from the Klaviyo API using klaviyoClient.get and returns the JSON-stringified response or an error message.
    async (params) => {
      try {
        const profiles = await klaviyoClient.get('/profiles/', params);
        return {
          content: [{ type: "text", text: JSON.stringify(profiles, null, 2) }]
        };
      } catch (error) {
        return {
          content: [{ type: "text", text: `Error retrieving profiles: ${error.message}` }],
          isError: true
        };
      }
    },
  • Zod schema defining the input parameters for the 'get_profiles' tool: optional filter, page_size (1-100), and page_cursor.
    {
      filter: z.string().optional().describe("Filter query for profiles"),
      page_size: z.number().min(1).max(100).optional().describe("Number of profiles per page (1-100)"),
      page_cursor: z.string().optional().describe("Cursor for pagination")
    },
  • Registration of the 'get_profiles' tool using server.tool, including schema, inline handler, and description. Part of registerProfileTools function.
    server.tool(
      "get_profiles",
      {
        filter: z.string().optional().describe("Filter query for profiles"),
        page_size: z.number().min(1).max(100).optional().describe("Number of profiles per page (1-100)"),
        page_cursor: z.string().optional().describe("Cursor for pagination")
      },
      async (params) => {
        try {
          const profiles = await klaviyoClient.get('/profiles/', params);
          return {
            content: [{ type: "text", text: JSON.stringify(profiles, null, 2) }]
          };
        } catch (error) {
          return {
            content: [{ type: "text", text: `Error retrieving profiles: ${error.message}` }],
            isError: true
          };
        }
      },
      { description: "Get profiles from Klaviyo" }
    );
Behavior1/5

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Tool has no description.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness1/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Tool has no description.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness1/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Tool has no description.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters1/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Tool has no description.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose1/5

Does the description clearly state what the tool does and how it differs from similar tools?

Tool has no description.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines1/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Tool has no description.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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