JobGPT - Job Search Automation
Overview
JobGPT connects your AI assistant to a complete job search automation platform via the JobGPT MCP server. It provides 34 tools covering job search, auto-apply, resume generation, application tracking, salary intelligence, and recruiter outreach so you can manage your entire job hunt from your AI coding assistant.
Built by 6figr.com, the platform supports 150+ countries with salary data, job matching, and automated applications.
When to Use This Skill
- You want to search for jobs with filters like titles, locations, salary, remote, and H1B sponsorship
- You want to auto-apply to jobs automatically
- You want to generate a tailored resume for a specific job application
- You want to track your job applications across multiple job hunts
- You want to find recruiters or referrers at target companies and send outreach emails
- You want to import a job from LinkedIn, Greenhouse, Lever, Workday, or any job board URL
- You want to check your salary and compare compensation across roles
Setup
This skill requires the JobGPT MCP server:
- Create an account - Sign up at 6figr.com/jobgpt-ai
- Get an API key - Go to 6figr.com/account, scroll to MCP Integrations, and click Generate API Key. The key starts with
mcp_.
- Add the MCP server:
- Claude Code:
claude mcp add jobgpt -t http -u https://mcp.6figr.com/mcp --header "Authorization: <api-key>"
- Other tools: Add
jobgpt-mcp-server as an MCP server with env var JOBGPT_API_KEY set. Install via npx jobgpt-mcp-server.
Set the JOBGPT_API_KEY environment variable when you are running the local npx jobgpt-mcp-server path.
Examples
Find Remote Jobs
"Find remote senior React jobs paying over $150k"
The skill uses search_jobs with title, remote, and salary filters to find matching positions, then presents results with company, title, location, salary range, and key skills.
Auto-Apply to Jobs
"Auto-apply to the top 5 matches from my job hunt"
The skill checks that your resume is uploaded, uses match_jobs to find new matches, saves the selected matches with add_job_to_applications, then triggers apply_to_job for each resulting application. It monitors progress with get_application_stats.
Generate a Tailored Resume
"Generate a tailored resume for this Google application"
The skill calls generate_resume_for_job to create an AI-optimized resume targeting the specific job's requirements, then provides the download link via get_generated_resume.
Import and Apply from a URL
"Apply to this job for me - https://boards.greenhouse.io/company/jobs/12345"
The skill uses import_job_by_url to import the job from any supported platform (LinkedIn, Greenhouse, Lever, Workday), adds it to applications, and optionally triggers auto-apply.
Recruiter Outreach
"Find recruiters for this job and draft an outreach email"
The skill finds recruiters with get_job_recruiters and helps craft a personalized message. The draft is presented to the user for review; send_outreach is only called after explicit user confirmation.
Check Application Stats
"Show my application stats for the last 7 days"
The skill uses get_application_stats for an aggregated overview - total counts by status, auto-apply metrics, and pipeline progress.
Best Practices
- Check credits first - Auto-apply and resume generation consume credits. Use
get_credits before batch operations.
- Complete your profile - Run
get_profile first and fill in missing fields with update_profile for better job matches.
- Upload a resume before applying - Use
list_resumes to check, and upload_resume if needed.
- Use job hunts for ongoing searches - Create a job hunt with
create_job_hunt to save filters and get continuous matches.
- Use
get_application for saved jobs - If a user asks about a job they've already saved, use get_application instead of get_job.
Troubleshooting
| Problem |
Solution |
| "Missing Authorization header" |
For Claude Code and other remote HTTP MCP setups, confirm the Authorization header is configured on the MCP server entry |
| "Missing API key" |
For the local npx jobgpt-mcp-server setup, ensure JOBGPT_API_KEY is set to your API key |
| "Insufficient credits" |
Check balance with get_credits. Purchase more at 6figr.com/account |
| Auto-apply not working |
Ensure a resume is uploaded and the job hunt has auto-apply enabled |
| No job matches found |
Broaden your search filters (fewer titles, more locations, wider salary range) |
Additional Resources
Limitations
- Use this skill only when the task clearly matches the scope described above.
- Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
- Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.
---
name: jobgpt
description: Automates job search, auto-apply, resume generation, application tracking, salary intelligence, and recruiter outreach via the JobGPT MCP server.
---
# JobGPT - Job Search Automation
## Overview
JobGPT connects your AI assistant to a complete job search automation platform via the JobGPT MCP server. It provides 34 tools covering job search, auto-apply, resume generation, application tracking, salary intelligence, and recruiter outreach so you can manage your entire job hunt from your AI coding assistant.
Built by [6figr.com](https://6figr.com/jobgpt-ai), the platform supports 150+ countries with salary data, job matching, and automated applications.
## When to Use This Skill
- You want to **search for jobs** with filters like titles, locations, salary, remote, and H1B sponsorship
- You want to **auto-apply** to jobs automatically
- You want to **generate a tailored resume** for a specific job application
- You want to **track your job applications** across multiple job hunts
- You want to **find recruiters or referrers** at target companies and send outreach emails
- You want to **import a job** from LinkedIn, Greenhouse, Lever, Workday, or any job board URL
- You want to **check your salary** and compare compensation across roles
## Setup
This skill requires the JobGPT MCP server:
1. **Create an account** - Sign up at [6figr.com/jobgpt-ai](https://6figr.com/jobgpt-ai)
2. **Get an API key** - Go to [6figr.com/account](https://6figr.com/account), scroll to MCP Integrations, and click Generate API Key. The key starts with `mcp_`.
3. **Add the MCP server:**
- Claude Code: `claude mcp add jobgpt -t http -u https://mcp.6figr.com/mcp --header "Authorization: <api-key>"`
- Other tools: Add `jobgpt-mcp-server` as an MCP server with env var `JOBGPT_API_KEY` set. Install via `npx jobgpt-mcp-server`.
Set the `JOBGPT_API_KEY` environment variable when you are running the local `npx jobgpt-mcp-server` path.
## Examples
### Find Remote Jobs
> "Find remote senior React jobs paying over $150k"
The skill uses `search_jobs` with title, remote, and salary filters to find matching positions, then presents results with company, title, location, salary range, and key skills.
### Auto-Apply to Jobs
> "Auto-apply to the top 5 matches from my job hunt"
The skill checks that your resume is uploaded, uses `match_jobs` to find new matches, saves the selected matches with `add_job_to_applications`, then triggers `apply_to_job` for each resulting application. It monitors progress with `get_application_stats`.
### Generate a Tailored Resume
> "Generate a tailored resume for this Google application"
The skill calls `generate_resume_for_job` to create an AI-optimized resume targeting the specific job's requirements, then provides the download link via `get_generated_resume`.
### Import and Apply from a URL
> "Apply to this job for me - https://boards.greenhouse.io/company/jobs/12345"
The skill uses `import_job_by_url` to import the job from any supported platform (LinkedIn, Greenhouse, Lever, Workday), adds it to applications, and optionally triggers auto-apply.
### Recruiter Outreach
> "Find recruiters for this job and draft an outreach email"
The skill finds recruiters with `get_job_recruiters` and helps craft a personalized message. The draft is presented to the user for review; `send_outreach` is only called after explicit user confirmation.
### Check Application Stats
> "Show my application stats for the last 7 days"
The skill uses `get_application_stats` for an aggregated overview - total counts by status, auto-apply metrics, and pipeline progress.
## Best Practices
- **Check credits first** - Auto-apply and resume generation consume credits. Use `get_credits` before batch operations.
- **Complete your profile** - Run `get_profile` first and fill in missing fields with `update_profile` for better job matches.
- **Upload a resume before applying** - Use `list_resumes` to check, and `upload_resume` if needed.
- **Use job hunts for ongoing searches** - Create a job hunt with `create_job_hunt` to save filters and get continuous matches.
- **Use `get_application` for saved jobs** - If a user asks about a job they've already saved, use `get_application` instead of `get_job`.
## Troubleshooting
| Problem | Solution |
|---------|----------|
| "Missing Authorization header" | For Claude Code and other remote HTTP MCP setups, confirm the `Authorization` header is configured on the MCP server entry |
| "Missing API key" | For the local `npx jobgpt-mcp-server` setup, ensure `JOBGPT_API_KEY` is set to your API key |
| "Insufficient credits" | Check balance with `get_credits`. Purchase more at 6figr.com/account |
| Auto-apply not working | Ensure a resume is uploaded and the job hunt has auto-apply enabled |
| No job matches found | Broaden your search filters (fewer titles, more locations, wider salary range) |
## Additional Resources
- [JobGPT Platform](https://6figr.com/jobgpt-ai) - Sign up and manage your account
- [MCP Server Repo](https://github.com/6figr-com/jobgpt-mcp-server) - Source code and setup guides
- [Skills Repo](https://github.com/6figr-com/skills) - This skill's source
- [npm Package](https://www.npmjs.com/package/jobgpt-mcp-server) - Install via npm
## Limitations
- Use this skill only when the task clearly matches the scope described above.
- Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
- Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.