Calibrd Agent vs Autopilot Jobhunt

In-depth architectural comparison of the Calibrd Agent and Autopilot Jobhunt 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.

Which MCP Server Should You Choose?

Choose Calibrd Agent 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).
• You have access to required keys: CALIBRD_ACCESS_TOKEN, CALIBRD_MCP_URL.
• Primary tools included: calibrd_score_job, calibrd_report, calibrd_review_cv.

Explore Calibrd Agent Details

Choose Autopilot Jobhunt 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: TINYFISH_API_KEY, OPENROUTER_API_KEY, TELEGRAM_TOKEN, TELEGRAM_CHAT_ID.

Feature & Specification Comparison

Specification	Calibrd Agent Workplace & Productivity	Autopilot Jobhunt tarunlnmiit Workplace & Productivity
Summary	Would you make the shortlist? Score a job against your CV: fit, gaps, ATS score, likely questions.	AI job-hunting agent that scans 130+ company careers pages nightly, scores every role 0–100 against your resume with an LLM, sends top matches to Telegram, and drafts tailored cover letters + resume bullets on command. Pluggable free LLM backends (OpenRouter free tier, Claude Code CLI, or Anthropic API). Exposes scanjobs, draftapplication, and exportjobs. Runs locally; does not auto-submit applications.
Category & Scope

Tools & Capabilities Breakdown

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).

{
  "mcpServers": {
    "calibrd-agent": {
      "url": "https://www.calibrd.com/mcp"
    }
  }
}

{
  "mcpServers": {
    "tarunlnmiit-autopilot-jobhunt": {
      "command": "uvx",
      "args": [
        "autopilot-jobhunt"
      ],
      "env": {
        "TINYFISH_API_KEY": "YOUR_TINYFISH_API_KEY_HERE",
        "OPENROUTER_API_KEY": "YOUR_OPENROUTER_API_KEY_HERE",
        "TELEGRAM_TOKEN": "YOUR_TELEGRAM_TOKEN_HERE",
        "TELEGRAM_CHAT_ID": "YOUR_TELEGRAM_CHAT_ID_HERE"
      }
    }
  }
}

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