JobGPT - Job Search Automation & Auto Apply MCP Server

JobGPT MCP Server

The official MCP server for JobGPT — auto apply & search jobs, generate and manage custom tailored resumes, and track applications directly from Claude, Cursor, Windsurf, and any MCP-compatible AI tool.

<a href="https://glama.ai/mcp/servers/@6figr-com/job-gpt-mcp-server"> <img width="380" height="200" src="https://glama.ai/mcp/servers/@6figr-com/job-gpt-mcp-server/badge" alt="JobGPT Server MCP server" /> </a>

What You Can Do

Ask your AI assistant things like:

• "Find remote senior React jobs paying over $150k"
• "Auto-apply to the top 5 matches from my job hunt"
• "Generate a tailored resume for this Google application"
• "Apply to this job for me - <job_url from company website, greenhouse workday or linkedin, etc>"
• "Show my application stats for the last 7 days"
• "Find recruiters for this job and draft an outreach email"

The MCP server connects your AI assistant to the full JobGPT platform — 34 tools covering job search, applications, resumes, outreach, and more.

Quick Start

There are two ways to connect, depending on your AI tool:

• Browser login (recommended) — no API key, no JSON, no Node.js. Just add the server URL and sign in to 6figr in your browser. Works with Claude Desktop, Claude Code, Codex CLI (codex mcp login), and ChatGPT Web (Developer Mode).
• API key — for the ChatGPT Desktop app, Cursor, Windsurf, Cline, Continue, and manual config. Paste a key into the tool's config.

Get an API Key (only for the API-key method)

1. Go to 6figr.com/account
2. Scroll to MCP Integrations
3. Click Generate API Key
4. Copy the key (starts with sk_)

The browser-login method does not need this — it fetches your key for you after you sign in.

---

Setup by Client

Claude Desktop

Recommended — browser login (no API key, no JSON):

1. Open Settings → Connectors → Add custom connector
2. Name it JobGPT and enter the URL https://mcp.6figr.com/mcp
3. Click Connect — your browser opens a 6figr sign-in page
4. Sign in and click Approve. Done — the JobGPT tools appear in Claude.

No terminal, no config file, no Node.js. This uses OAuth, so your API key never touches Claude's config — Claude gets a scoped token instead.

Alternative — API key via mcp-remote (for older Claude Desktop builds that don't show Connectors; requires Node.js 18+):

macOS: ~/Library/Application Support/Claude/claude_desktop_config.json Windows: %APPDATA%\Claude\claude_desktop_config.json

{
  "mcpServers": {
    "jobgpt": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://mcp.6figr.com/mcp",
        "--header",
        "Authorization:${AUTH_HEADER}"
      ],
      "env": {
        "AUTH_HEADER": "Bearer your-api-key-here"
      }
    }
  }
}

Claude Code (CLI)

Recommended — browser login (no API key): add the server, then authenticate in your browser:

claude mcp add jobgpt -t http -u https://mcp.6figr.com/mcp

Then run /mcp inside Claude Code, select jobgpt → Connect, and sign in to 6figr when the browser opens. Claude Code stores a scoped OAuth token — no API key needed.

Option A: One-liner with an API key (claude mcp add):

claude mcp add jobgpt -t http -u https://mcp.6figr.com/mcp --header "Authorization: your-api-key-here"

Option B: Edit settings.json manually

Add to ~/.claude/settings.json:

{
  "mcpServers": {
    "jobgpt": {
      "type": "http",
      "url": "https://mcp.6figr.com/mcp",
      "headers": {
        "Authorization": "your-api-key-here"
      }
    }
  }
}

Codex CLI (ChatGPT)

Recommended — browser login (no API key): add the server, then authenticate in your browser:

codex mcp add jobgpt --url https://mcp.6figr.com/mcp
codex mcp login jobgpt

codex mcp login opens a browser to sign in to 6figr and approve access; Codex stores a scoped OAuth token (OAuth 2.1 + PKCE). No API key needed.

Alternative — API key via header:

codex mcp add jobgpt --url https://mcp.6figr.com/mcp --header "Authorization: Bearer your-api-key-here"

ChatGPT

ChatGPT connects two different ways depending on where you add the server:

ChatGPT Desktop app — API key. Open Settings → Connectors → Advanced/Developer → Connect to a custom MCP and fill in:

• Name: JobGPT
• Type: Streamable HTTP
• URL: https://mcp.6figr.com/mcp
• Headers → Add header: Key Authorization, Value Bearer your-api-key-here

The desktop dialog authenticates by header (there's no browser-login button), so use your sk_ key here. Leave the env-var fields blank.

ChatGPT Web (Developer Mode) — browser login (OAuth). On the web app, enable Settings → Connectors → Advanced → Developer mode, then Add custom connector, name it JobGPT, and enter the URL https://mcp.6figr.com/mcp. ChatGPT runs the OAuth flow: sign in to 6figr in the popup and approve. No API key needed. (Developer mode is available on Plus, Pro, Business, Enterprise, and Edu plans.)

Cursor

Go to Settings > MCP > Add new MCP server, or add to ~/.cursor/mcp.json:

{
  "mcpServers": {
    "jobgpt": {
      "type": "http",
      "url": "https://mcp.6figr.com/mcp",
      "headers": {
        "Authorization": "your-api-key-here"
      }
    }
  }
}

Windsurf

Go to Settings > Cascade > MCP > Add Server > Add custom server, or add to ~/.codeium/windsurf/mcp_config.json:

{
  "mcpServers": {
    "jobgpt": {
      "type": "http",
      "url": "https://mcp.6figr.com/mcp",
      "headers": {
        "Authorization": "your-api-key-here"
      }
    }
  }
}

Cline (VS Code)

Open the Cline MCP settings in VS Code and add:

{
  "mcpServers": {
    "jobgpt": {
      "type": "http",
      "url": "https://mcp.6figr.com/mcp",
      "headers": {
        "Authorization": "your-api-key-here"
      }
    }
  }
}

Continue (VS Code / JetBrains)

Add to your Continue config (~/.continue/config.yaml):

mcpServers:
  - name: jobgpt
    type: http
    url: https://mcp.6figr.com/mcp
    headers:
      Authorization: "your-api-key-here"

Alternative: Run Locally

If you prefer to run the server on your machine (requires Node.js 18+):

{
  "mcpServers": {
    "jobgpt": {
      "command": "npx",
      "args": ["-y", "jobgpt-mcp-server"],
      "env": {
        "JOBGPT_API_KEY": "your-api-key-here"
      }
    }
  }
}

---

Available Tools

Job Search

Tool	Description
search_jobs	Search jobs with filters — titles, locations, companies, skills, salary, remote, H1B sponsorship
match_jobs	Get new job matches from a saved job hunt (only unseen jobs)
get_job	Get full details of a specific job posting

Profile & Salary

Tool	Description
get_profile	View your profile — skills, experience, work history, education
update_profile	Update name, headline, location, skills, experience
get_salary	Get your current compensation details
update_salary	Update base salary, stocks, bonus, target salary
get_currencies	List supported currencies (for salary updates)
get_credits	Check your remaining credits balance

Job Hunts

Tool	Description
list_job_hunts	List your saved job hunts with credits balance
create_job_hunt	Create a new job hunt with search filters and auto-apply settings
get_job_hunt	Get details of a specific job hunt
update_job_hunt	Update filters, auto-apply mode, daily limits, status

Applications

Tool	Description
get_application_stats	Aggregated stats — counts by status, auto-apply metrics
list_applications	List applications filtered by job hunt or status
get_application	Get full application details
update_application	Update status or notes
apply_to_job	Trigger auto-apply for an application
add_job_to_applications	Save a job from search results to your applications
import_job_by_url	Import a job from any URL (LinkedIn, Greenhouse, Lever, Workday, etc.)

Resume

Tool	Description
list_resumes	List your uploaded resumes
get_resume	Get resume details and download URL
delete_resume	Delete an alternate resume
upload_resume	Upload a resume from URL (PDF, DOC, DOCX)
list_generated_resumes	List AI-tailored resumes created for applications
get_generated_resume	Get a generated resume's download URL
generate_resume_for_job	Generate an AI-optimized resume for a specific application
calculate_match_score	Calculate resume-to-job match score with skill analysis

Outreach

Tool	Description
get_job_recruiters	Find recruiters associated with a job
get_job_referrers	Find potential referrers at a company
get_application_recruiters	Get recruiters for a saved application
get_application_referrers	Find referrers for a saved application
list_outreaches	List your sent outreach emails
send_outreach	Send an outreach email to a recruiter or referrer

---

Environment Variables

Variable	Required	Default	Description
JOBGPT_API_KEY	Yes	—	Your API key from 6figr.com/account
JOBGPT_API_URL	No	https://6figr.com	API base URL
DEBUG	No	false	Enable debug logging to stderr

Troubleshooting

"JOBGPT_API_KEY environment variable is required"

Your API key isn't being passed to the server. Make sure it's in the env block of your MCP config.

Tool calls failing with "API Error (401)"

Your API key is invalid or expired. Generate a new one at 6figr.com/account.

"You have run out of credits"

Some operations (auto-apply, resume generation) consume credits. Purchase more at 6figr.com/jobgpt.

Server not appearing in your AI tool

1. Make sure Node.js 18+ is installed (node --version)
2. Restart your AI tool after editing the config file
3. Try running manually to check for errors: JOBGPT_API_KEY=your-key npx jobgpt-mcp-server

Debug mode

Add "DEBUG": "true" to your env config to see detailed API request/response logs in stderr.

Development

git clone https://github.com/6figr-com/jobgpt-mcp-server.git
cd jobgpt-mcp-server
npm install
cp .env.example .env   # add your API key

npm run dev:local       # run stdio server locally
npm run build           # compile TypeScript
npm run dev:worker      # run Cloudflare Worker locally
npm run deploy          # deploy to Cloudflare Workers

Testing with MCP Inspector

npx @modelcontextprotocol/inspector

License

MIT

Links

• JobGPT — AI-powered job search platform
• Get API Key — Generate your MCP API key
• GitHub Issues — Report bugs or request features