What is the key difference between Jobgpt MCP Server and Calaf?

Jobgpt MCP Server belongs to the Workplace & Productivity category with local stdio execution, while Calaf belongs to the Workplace & Productivity category with cloud HTTP/SSE execution.

How do I install Jobgpt MCP Server or Calaf in Claude Desktop or Cursor?

Copy the mcpServers JSON configuration snippet provided on this page into your claude_desktop_config.json or ~/.cursor/mcp.json file and restart your AI client.

Are Jobgpt MCP Server and Calaf free or paid?

Jobgpt MCP Server operates under a BYOK (Pay Provider Direct) model (API Key required). Calaf operates under a Free / Open Source model (No auth required).

Which MCP server has more tools and community activity?

Jobgpt MCP Server lists 34 tools with 5 views and 25 GitHub stars. Calaf lists 2 tools with 1 views and 0 GitHub stars.

Can I use both Jobgpt MCP Server and Calaf together in the same MCP host?

Yes! MCP hosts like Claude Desktop, Cursor, Windsurf, Cline, and VS Code support configuring multiple servers under the mcpServers object simultaneously.

Side-by-Side Model Context Protocol Comparison

Jobgpt MCP Server vs Calaf

In-depth architectural comparison of the Jobgpt MCP Server and Calaf MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.

At a Glance & Executive Verdict

Jobgpt MCP Server

Workplace & Productivity · Local stdio

Quality: 63/100 (Good) | Auth: API Key required

Calaf

Workplace & Productivity · Remote HTTP/SSE

Quality: 48/100 (Fair) | Auth: No auth required

Verdict Summary: Choose Jobgpt MCP Server if you need specialized Workplace & Productivity tools running via a local process. Choose Calaf if your workspace requires Workplace & Productivity integration with remote web transport. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose Jobgpt MCP Server when:

You need dedicated capabilities in the Workplace & Productivity domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: API Key required (BYOK (Pay Provider Direct)).
You have access to required keys: JOBGPT_API_KEY.
Primary tools included: search_jobs, match_jobs, get_job.

Explore Jobgpt MCP Server Details

Choose Calaf when:

You need dedicated capabilities in the Workplace & Productivity domain.
You prefer remote streaming HTTP/SSE transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
Primary tools included: Organizations, Templates.

Explore Calaf Details

Feature & Specification Comparison

Specification	Jobgpt MCP Server 6figr-com Workplace & Productivity	Calaf Workplace & Productivity
Summary	MCP server for JobGPT — search jobs, auto-apply, generate tailored resumes, track applications, and find recruiters from any MCP client. 34 tools for job search, applications, resumes, and outreach.	Connect your Calaf recruiting book: validate and import seeds; people arrive staged for your review.
Category & Scope	Workplace & Productivity

Tools & Capabilities Breakdown

Jobgpt MCP Server Tools (34)

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

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

Ready-to-Paste Client Configurations

Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).

Jobgpt MCP Server Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "6figr-com-jobgpt-mcp-server": {
      "command": "npx",
      "args": [
        "-y",
        "jobgpt-mcp-server"
      ],
      "env": {
        "JOBGPT_API_KEY": "YOUR_JOBGPT_API_KEY_HERE"
      }
    }
  }
}

Calaf Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "calaf-2": {
      "url": "https://calaf.ai/api/mcp"
    }
  }
}

Frequently Asked Questions

Jobgpt MCP Server is categorized under Workplace & Productivity and uses a local stdio subprocess. In contrast, Calaf belongs to Workplace & Productivity using remote streaming HTTP/SSE transport. Select Jobgpt MCP Server when you need capabilities focused on workplace & productivity and Calaf when you require tools for workplace & productivity.

More alternatives to Jobgpt MCP Server More alternatives to Calaf Workplace & Productivity category hub