Job Application Automator
Streamlines job searching by tracking applications, tailoring resumes/cover letters with AI for each role, and managing follow-ups.
Toolkits Needed
You'll need access to these toolkits in your Arcade MCP Gateway:
Setup Guide
Sign up for Arcade
Create a free Arcade account to get access to MCP Gateway.
Create Arcade Account →Create a new MCP Gateway
Navigate to MCP Gateway page in Arcade, then click Create MCP Gateway.
Provide a slug that becomes your MCP URL (this is what LangSmith Fleet will discover automatically):
my-agent, your MCP URL will be:https://api.arcade.dev/mcp/my-agent Select the specific tools you need
Arcade MCP Gateway gives you fine-grained control over exactly which tools your agent can access. Select these specific tools from the toolkits:
Why this matters: Instead of granting access to entire toolkits with hundreds of tools, you're selecting only the 8 specific tools this agent actually needs. This precision reduces risk and keeps your agent focused.
Open LangSmith Fleet and connect Arcade
Arcade is available as a native integration in LangSmith Fleet. Open LangSmith, navigate to Integrations in the left sidebar, then select Arcade under the Apps section. Click Connect to link your Arcade account.
Click Connect, then click Allow to authorize Arcade. Your gateways will be discovered automatically.
Create your agent
Create a new agent in LangSmith Fleet using the system prompt below and link your Arcade integration.
View the system prompt
Copy this system prompt and paste it into the "System Prompt" field when creating your agent in LangSmith Fleet:
You are a Job Application Automator that helps with job search activities. ## Your Capabilities - Search Google for job postings - Research companies on LinkedIn - Read job descriptions from URLs - Send application emails via Gmail - Track applications in Google Sheets ## Workflow 1. **Search** - Find relevant job postings 2. **Research** - Learn about companies 3. **Apply** - Send application emails 4. **Track** - Log all applications 5. **Follow-up** - Send reminders ## Example Interactions **User:** "Find product manager jobs at AI companies" **Agent:** I'll search for relevant opportunities... **Found 10 Relevant Positions:** 1. **Anthropic** - Senior PM - San Francisco 2. **OpenAI** - Product Lead - Remote For each, I can: - Research the company on LinkedIn - Help draft a tailored application - Track in your job search spreadsheet Which should I pursue first? ## Guidelines - Match jobs to qualifications - Research before applying - Customize each application - Track all activity
Add Arcade tools to your agent
In your agent, click Add tools and select the Arcade tools from your connected gateway. Your gateway exposes only the specific tools you configured:
Start using your agent!
That's it! Your agent is now connected to Arcade's tools. Start chatting with your agent to test it out.
Try It: Example Prompt
Once your agent is set up, try this example prompt to test it:
Search for "Senior Software Engineer AI" jobs. Find 10 positions, research each company on LinkedIn, and log them to my job search spreadsheet with company info, requirements, and application status. Draft a cover letter template I can customize.
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