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StoryLenses — AI Cover Letter Engine for Agents MCP Server

@benediktgirz

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benediktgirz

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benediktgirz

About StoryLenses — AI Cover Letter Engine for Agents MCP Server

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#job-application#ai-agent#narrative#writing#multilingual#resume

StoryLenses — AI Cover Letter Engine for Agents MCP Server config

Add this server to your MCP-compatible client using the configuration below.

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

StoryLenses — AI Cover Letter Engine for Agents MCP Server tools

5

Extract 15+ structured fields from a job posting — role requirements, company challenges, culture signals, recruiter priorities

Match a candidate profile/CV against job data — identifies fit score, matching skills, career gaps, and strongest narrative angle

Generate a story-driven cover letter using matched data and a narrative archetype. Supports en/de/es/pt.

Score and evaluate a cover letter for relevance, narrative strength, and completeness. Returns score 0-100 with actionable feedback.

Return available narrative archetypes with descriptions so the agent or user can select a style

Overview

What is StoryLenses — AI Cover Letter Engine for Agents?

StoryLenses MCP Server gives AI agents the ability to write structured, story-driven cover letters based on job analysis and profile matching. It is designed for developers and job-seekers who want strategic, non-generic cover letters.

How to use StoryLenses — AI Cover Letter Engine for Agents?

Obtain a free API key at https://www.storylenses.app/developers (10 generations/month, no credit card). Then configure your agent to call any of the five tools: analyze a job posting, match a CV, generate a letter, quality-check a letter, or list available narrative archetypes.

Key features of StoryLenses — AI Cover Letter Engine for Agents

  • 5 tools: analyze job, match profile, generate letter, quality check, list archetypes
  • Extract 15+ structured fields from any job posting
  • Match CV against job data with fit score and narrative angle
  • Generate story-driven letters using 15+ narrative archetypes
  • Score letters 0–100 across four quality pillars

Use cases of StoryLenses — AI Cover Letter Engine for Agents

  • Automating personalized cover letters for job applications
  • Helping recruiters or career coaches analyze job-market fit
  • Generating multiple narrative angles for the same candidate–job pair
  • Quality-assuring AI-written cover letters before submission

Frequently asked questions

1

Do I need an API key to use this server?

Yes. Get a free API key at storylenses.app/developers; the free tier includes 10 generations per month with no credit card required.

2

What pricing plans are available?

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

3

How many narrative archetypes are available?

The server provides 15+ narrative archetypes, including Golden Fleece, Problem-Solver, Fool Triumphant, and more.

4

What tools does the server expose?

Five tools: storylenses_analyze_job, storylenses_match_profile, storylenses_generate_letter, storylenses_quality_check, and storylenses_list_archetypes.

5

What does the quality check tool score?

It scores a cover letter 0–100 across four pillars: HR intelligence, self-reflection, narrative craft, and honesty.

Comments

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