StoryLenses — AI Cover Letter Engine for Agents

Created By

narraitive digital UGa month ago

The first production MCP server for job applications. 5 composable tools that analyze job postings, match candidate profiles, generate story-driven cover letters using 15+ narrative archetypes, and quality-score results. Supports English, German, Spanish, and Portuguese.

# cover-letter

# career

Overview Content Tools Comments

Overview

What it does

StoryLenses MCP Server gives your AI agent the ability to write cover letters that actually work — not generic AI slop, but strategically structured narratives built on job analysis and profile matching.

5 Tools

storylenses_analyze_job — Extract 15+ structured fields from any job posting: requirements, company challenges, culture signals, recruiter priorities
storylenses_match_profile — Match a candidate's CV against job data. Returns fit score, matching skills, career gaps, and the strongest narrative angle
storylenses_generate_letter — Generate a story-driven cover letter using one of 15+ narrative archetypes (Golden Fleece, Problem-Solver, Fool Triumphant, and more)
storylenses_quality_check — Score a cover letter 0-100 across four pillars: HR intelligence, self-reflection, narrative craft, and honesty
storylenses_list_archetypes — List available narrative archetypes and tones so the agent or user can choose a style

Quick Start

Get a free API key at https://www.storylenses.app/developers (10 generations/month, no credit card).

Pricing

Free: 10 generations/month
Developer: $29/month (200 generations)
Scale: $99/month (1,000 generations)

Learn more: https://www.storylenses.app/mcp

Server Config

{
  "mcpServers": {
    "storylenses": {
      "command": "npx",
      "args": [
        "-y",
        "@storylenses/mcp-server"
      ],
      "env": {
        "STORYLENSES_API_KEY": "<YOUR_API_KEY>"
      }
    }
  }
}

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