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NightTrek

Ollama MCP Server

by NightTrek

create

Generate custom AI models locally by defining parameters in a Modelfile, enabling tailored machine learning solutions for specific applications.

Instructions

Create a model from a Modelfile

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
nameYesName for the model
modelfileYesPath to Modelfile

Implementation Reference

  • The function that executes the 'create' tool by running the 'ollama create' command using the provided model name and Modelfile path.
    private async handleCreate(args: any) {
      try {
        const { stdout, stderr } = await execAsync(`ollama create ${args.name} -f ${args.modelfile}`);
        return {
          content: [
            {
              type: 'text',
              text: stdout || stderr,
            },
          ],
        };
      } catch (error) {
        throw new McpError(ErrorCode.InternalError, `Failed to create model: ${formatError(error)}`);
      }
    }
  • Input schema defining the required 'name' and 'modelfile' parameters for the 'create' tool.
    inputSchema: {
      type: 'object',
      properties: {
        name: {
          type: 'string',
          description: 'Name for the model',
        },
        modelfile: {
          type: 'string',
          description: 'Path to Modelfile',
        },
      },
      required: ['name', 'modelfile'],
      additionalProperties: false,
    },
  • src/index.ts:76-94 (registration)
    Registration of the 'create' tool in the ListTools response, including name, description, and input schema.
    {
      name: 'create',
      description: 'Create a model from a Modelfile',
      inputSchema: {
        type: 'object',
        properties: {
          name: {
            type: 'string',
            description: 'Name for the model',
          },
          modelfile: {
            type: 'string',
            description: 'Path to Modelfile',
          },
        },
        required: ['name', 'modelfile'],
        additionalProperties: false,
      },
    },
  • src/index.ts:258-259 (registration)
    Dispatch in CallToolRequestHandler that routes 'create' tool calls to the handleCreate method.
    case 'create':
      return await this.handleCreate(request.params.arguments);

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