neuroverse_model

Route AI queries to optimal models for multilingual, reasoning, local, or general tasks using OpenAI, Anthropic, Sarvam AI, or Ollama providers.

Instructions

Query the multi-model AI router.

If a prompt is provided, the prompt is sent to the routed model. Otherwise, returns only the routing decision.

Supported providers: OpenAI, Anthropic, Sarvam AI, Ollama.

Args:

task_type (string): multilingual | reasoning | local | general
prompt (string, optional): Prompt to send

Returns: JSON with routing decision and optional model response

Input Schema

TableJSON Schema

Name	Required	Description	Default
`task_type`	No	Task type for routing	general
`prompt`	No	Optional prompt to actually send to the routed model

Implementation Reference

npm/src/index.ts:391-409 (handler)

The handler implementation for the "neuroverse_model" tool. It routes the task based on task_type and optionally calls the LLM.

async (params) => {
  const taskType = params.task_type as TaskType;
  const decision = routeTask(taskType);

  const result: Record<string, unknown> = { routing: decision };

  if (params.prompt) {
    try {
      const response = await callLLM(params.prompt, taskType);
      result["model_response"] = response;
    } catch (e) {
      result["model_response"] = `Error: ${e instanceof Error ? e.message : String(e)}`;
    }
  }

  return {
    content: [{ type: "text" as const, text: JSON.stringify(result, null, 2) }],
  };
}

npm/src/index.ts:353-364 (schema)

Input validation schema for the "neuroverse_model" tool.

const ModelRouteSchema = z
  .object({
    task_type: z
      .enum(["multilingual", "reasoning", "local", "general"])
      .default("general")
      .describe("Task type for routing"),
    prompt: z
      .string()
      .optional()
      .describe("Optional prompt to actually send to the routed model"),
  })
  .strict();

npm/src/index.ts:366-390 (registration)

Tool registration for "neuroverse_model" on the server.

server.registerTool(
  "neuroverse_model",
  {
    title: "Model Route",
    description: `Query the multi-model AI router.

If a prompt is provided, the prompt is sent to the routed model.
Otherwise, returns only the routing decision.

Supported providers: OpenAI, Anthropic, Sarvam AI, Ollama.

Args:
  - task_type (string): multilingual | reasoning | local | general
  - prompt (string, optional): Prompt to send

Returns:
  JSON with routing decision and optional model response`,
    inputSchema: ModelRouteSchema,
    annotations: {
      readOnlyHint: true,
      destructiveHint: false,
      idempotentHint: true,
      openWorldHint: true,
    },
  },

neuroverse