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jules_send_message

Send instructions to Jules AI coding assistant within active development tasks to automate coding workflows, code reviews, and repository management.

Instructions

Send a message/instruction to Jules in an active task

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
messageYesMessage to send to Jules
taskIdYesTask ID or URL

Implementation Reference

  • Input schema definition for the jules_send_message tool, specifying parameters taskId and message.
    name: 'jules_send_message',
    description: 'Send a message/instruction to Jules in an active task',
    inputSchema: {
      type: 'object',
      properties: {
        taskId: {
          type: 'string',
          description: 'Task ID or URL',
        },
        message: {
          type: 'string',
          description: 'Message to send to Jules',
        },
      },
      required: ['taskId', 'message'],
    },
  • src/index.ts:370-370 (registration)
    Registration of the jules_send_message tool handler in the CallToolRequestSchema switch statement.
    return await this.sendMessage(args);
  • The core handler function for jules_send_message tool. Navigates to the task page using Playwright, fills the message textarea, presses Enter to send, and returns confirmation.
    private async sendMessage(args: any) {
      const { taskId, message } = args;
      const actualTaskId = this.extractTaskId(taskId);
      const page = await this.getPage();
    
      try {
        const url = taskId.includes('jules.google.com') ? taskId : `${this.config.baseUrl}/task/${actualTaskId}`;
        await page.goto(url);
        await page.waitForLoadState('networkidle');
    
        // Send message
        await page.locator("div.bottom-bar-container textarea").fill(message);
        await page.keyboard.press('Enter');
    
        // Wait for response (brief)
        await page.waitForTimeout(2000);
    
        return {
          content: [
            {
              type: 'text',
              text: `Message sent to Jules task ${actualTaskId}: "${message}"\n\nJules is processing your request. Check back with jules_get_task to see the response.`
            }
          ]
        };
      } catch (error) {
        throw new Error(`Failed to send message: ${error}`);
      }
    }
  • src/index.ts:118-358 (registration)
    Tool list registration including jules_send_message in the ListToolsRequestSchema handler.
    this.server.setRequestHandler(ListToolsRequestSchema, async () => {
      return {
        tools: [
          // === CORE TASK MANAGEMENT ===
          {
            name: 'jules_create_task',
            description: 'Create a new task in Google Jules with repository and description',
            inputSchema: {
              type: 'object',
              properties: {
                description: {
                  type: 'string',
                  description: 'Task description - what you want Jules to do',
                },
                repository: {
                  type: 'string',
                  description: 'GitHub repository in format owner/repo-name',
                },
                branch: {
                  type: 'string',
                  description: 'Git branch to work on (optional, defaults to main)',
                },
              },
              required: ['description', 'repository'],
            },
          },
          {
            name: 'jules_get_task',
            description: 'Get details of a specific Jules task by ID or URL',
            inputSchema: {
              type: 'object',
              properties: {
                taskId: {
                  type: 'string',
                  description: 'Task ID or full Jules task URL',
                },
              },
              required: ['taskId'],
            },
          },
          {
            name: 'jules_list_tasks',
            description: 'List all Jules tasks with their status',
            inputSchema: {
              type: 'object',
              properties: {
                status: {
                  type: 'string',
                  enum: ['all', 'active', 'pending', 'completed', 'paused'],
                  description: 'Filter tasks by status',
                },
                limit: {
                  type: 'number',
                  description: 'Maximum number of tasks to return (default 10)',
                },
              },
            },
          },
          {
            name: 'jules_send_message',
            description: 'Send a message/instruction to Jules in an active task',
            inputSchema: {
              type: 'object',
              properties: {
                taskId: {
                  type: 'string',
                  description: 'Task ID or URL',
                },
                message: {
                  type: 'string',
                  description: 'Message to send to Jules',
                },
              },
              required: ['taskId', 'message'],
            },
          },
          {
            name: 'jules_approve_plan',
            description: 'Approve Jules execution plan for a task',
            inputSchema: {
              type: 'object',
              properties: {
                taskId: {
                  type: 'string',
                  description: 'Task ID or URL',
                },
              },
              required: ['taskId'],
            },
          },
          {
            name: 'jules_resume_task',
            description: 'Resume a paused Jules task',
            inputSchema: {
              type: 'object',
              properties: {
                taskId: {
                  type: 'string',
                  description: 'Task ID or URL',
                },
              },
              required: ['taskId'],
            },
          },
          // === ADVANCED TASK OPERATIONS ===
          {
            name: 'jules_analyze_code',
            description: 'Analyze code changes and diff in a Jules task',
            inputSchema: {
              type: 'object',
              properties: {
                taskId: {
                  type: 'string',
                  description: 'Task ID or URL',
                },
                includeSourceCode: {
                  type: 'boolean',
                  description: 'Whether to include full source code content',
                },
              },
              required: ['taskId'],
            },
          },
          {
            name: 'jules_bulk_create_tasks',
            description: 'Create multiple tasks from a list of descriptions and repositories',
            inputSchema: {
              type: 'object',
              properties: {
                tasks: {
                  type: 'array',
                  items: {
                    type: 'object',
                    properties: {
                      description: { type: 'string' },
                      repository: { type: 'string' },
                      branch: { type: 'string' },
                    },
                    required: ['description', 'repository'],
                  },
                  description: 'Array of task objects to create',
                },
              },
              required: ['tasks'],
            },
          },
          // === SESSION & AUTHENTICATION MANAGEMENT ===
          {
            name: 'jules_session_info',
            description: 'Get current session configuration and authentication status',
            inputSchema: {
              type: 'object',
              properties: {},
            },
          },
          {
            name: 'jules_setup_wizard',
            description: 'Interactive session setup wizard for automated Google authentication configuration',
            inputSchema: {
              type: 'object',
              properties: {
                environment: {
                  type: 'string',
                  enum: ['local', 'cloud', 'smithery', 'auto-detect'],
                  description: 'Deployment environment (auto-detect will analyze current setup)',
                },
                preferences: {
                  type: 'object',
                  properties: {
                    priority: {
                      type: 'string',
                      enum: ['ease-of-use', 'reliability', 'portability', 'performance'],
                      description: 'User priority for session management'
                    },
                    hasChrome: {
                      type: 'boolean',
                      description: 'Whether user has local Chrome browser access'
                    },
                    cloudDeployment: {
                      type: 'boolean', 
                      description: 'Whether deploying to cloud platforms'
                    }
                  }
                }
              },
            },
          },
          {
            name: 'jules_get_cookies',
            description: 'Extract current browser cookies for session persistence and backup',
            inputSchema: {
              type: 'object',
              properties: {
                format: {
                  type: 'string',
                  enum: ['json', 'string'],
                  description: 'Output format for cookies (default: json)',
                },
              },
            },
          },
          {
            name: 'jules_set_cookies',
            description: 'Set browser cookies from string or JSON for authentication',
            inputSchema: {
              type: 'object',
              properties: {
                cookies: {
                  type: 'string',
                  description: 'Cookies as JSON string or cookie string format',
                },
                format: {
                  type: 'string',
                  enum: ['json', 'string'],
                  description: 'Format of input cookies (default: json)',
                },
              },
              required: ['cookies'],
            },
          },
          // === DEBUGGING & UTILITIES ===
          {
            name: 'jules_screenshot',
            description: 'Take a screenshot of current Jules page for debugging and verification',
            inputSchema: {
              type: 'object',
              properties: {
                taskId: {
                  type: 'string',
                  description: 'Optional task ID to navigate to first',
                },
                filename: {
                  type: 'string',
                  description: 'Optional filename for screenshot',
                },
              },
            },
          },
        ],
      };
    });

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv1.0.0

TDQS

B3.2/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, so the description must disclose behavioral traits. It mentions the target is an 'active task,' implying the task must exist, but it does not state side effects (e.g., whether the message is logged), permissions, or rate limits. The description adds minimal value beyond the schema.

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

Conciseness5/5

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

The description is a single, concise sentence with no unnecessary words. It is front-loaded and efficient.

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

Completeness2/5

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

Given no output schema and simple parameters, the description should at least indicate expected response or error states. It only says 'send a message,' leaving ambiguity about confirmation, whether it's asynchronous, or what happens if the task is inactive.

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

Parameters3/5

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

Schema description coverage is 100% (both parameters have descriptions). The description adds 'instruction' synonym but no new semantic details beyond the schema. Baseline 3 is appropriate.

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

Purpose5/5

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

The description clearly states the action (send), the object (message/instruction), and the target (Jules in an active task). It effectively distinguishes from sibling tools like jules_analyze_code or jules_approve_plan, which have different purposes.

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

Usage Guidelines2/5

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

The description provides no guidance on when to use this tool versus alternatives (e.g., when to send a message vs. creating a task). It does not mention prerequisites, context, or when not to use it.

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