What is the key difference between HasData Indeed and Leapfrog?

HasData Indeed belongs to the Developer Tools category with local stdio execution, while Leapfrog belongs to the Developer Tools category with local stdio execution.

How do I install HasData Indeed or Leapfrog 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 HasData Indeed and Leapfrog free or paid?

HasData Indeed operates under a Free / Open Source model (No auth required). Leapfrog operates under a Free / Open Source model (No auth required).

Which MCP server has more tools and community activity?

HasData Indeed lists 2 tools with 0 views and 11 GitHub stars. Leapfrog lists 37 tools with 2 views and 5 GitHub stars.

Can I use both HasData Indeed and Leapfrog 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

HasData Indeed vs Leapfrog

In-depth architectural comparison of the HasData Indeed and Leapfrog 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

HasData Indeed

Developer Tools · Local stdio

Quality: 57/100 (Good) | Auth: No auth required

Leapfrog

Developer Tools · Local stdio

Quality: 57/100 (Good) | Auth: No auth required

Verdict Summary: Choose HasData Indeed if you need specialized Developer Tools tools running via a local process. Choose Leapfrog if your workspace requires Developer Tools integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose HasData Indeed when:

You need dedicated capabilities in the Developer Tools domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
You have access to required keys: HASDATA_API_KEY.
Primary tools included: hasdata_indeed_job_getJobDetails, hasdata_indeed_listing_getJobListings.

Explore HasData Indeed Details

Choose Leapfrog when:

You need dedicated capabilities in the Developer Tools domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
Primary tools included: session_create, session_create_batch, session_list.

Explore Leapfrog Details

Feature & Specification Comparison

Specification	HasData Indeed Developer Tools	Leapfrog Developer Tools
Summary	Indeed job listings by keyword and location, and full postings, as structured JSON.	Multi-session browser MCP — 15 parallel isolated browsers, 37 tools, stealth, self-improvement.
Category & Scope	Developer Tools	Developer Tools
Quality signal

Tools & Capabilities Breakdown

HasData Indeed Tools (2)

hasdata_indeed_job_getJobDetails

Job title, company, location, salary/compensation, employment type, posted date, full description, requirements/benefits, and apply URL. 10 credits a call

hasdata_indeed_listing_getJobListings

An array of jobs with title, company, location, salary, posted date, job URL, and jobKey for the requested page. 10 credits a call

Leapfrog Tools (37)

session_create

Create a new isolated browser session with its own cookies and state. Returns a short session ID (e.g. s_k3m7x1) to pass to all other tools. Each session is a separate BrowserContext — no cookie leakage between sessions. Pool limit: 15 concurrent sessions. Sessions auto-expire after 30 minutes of inactivity. Use keep-alive pattern (periodic navigate or snapshot) for long-running sessions.

session_create_batch

Create multiple isolated browser sessions concurrently — 5-10x faster than sequential session_create calls. Optionally navigate each to a URL. Returns all session IDs. A single reflow positions all windows into a unified grid after all sessions are created.

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).

HasData Indeed Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "hasdata-indeed": {
      "command": "npx",
      "args": [
        "-y",
        "@hasdata/indeed-mcp"
      ],
      "env": {
        "HASDATA_API_KEY": "YOUR_HASDATA_API_KEY_HERE"
      }
    }
  }
}

Leapfrog Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "leapfrog": {
      "command": "npx",
      "args": [
        "-y",
        "leapfrog-mcp"
      ]
    }
  }
}

Frequently Asked Questions

HasData Indeed is categorized under Developer Tools and uses a local stdio subprocess. In contrast, Leapfrog belongs to Developer Tools using local stdio subprocess. Select HasData Indeed when you need capabilities focused on developer tools and Leapfrog when you require tools for developer tools.

More alternatives to HasData Indeed More alternatives to Leapfrog Developer Tools category hub