Storylenses

AI cover letter generation for agents. Job analysis, profile matching, narrative letters.

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.

Add to Cursor Add to VS Code

Manual Client & Custom JSON ConfigExpand JSON ▾

Client Config & Setup

Choose your client or environment

Target File:~/Library/Application Support/Claude/claude_desktop_config.json

claude_desktop_config.json

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

💡 Paste the JSON block into your client's configuration file under mcpServers, then restart the application.

Documentation Overview

StoryLenses MCP Server

AI-powered cover letter generation for MCP-compatible agents. The first production MCP server for job applications.

Tools

Tool	Description
`storylenses_analyze_job`	Extract 15+ structured fields from a job posting
`storylenses_match_profile`	Match a candidate CV against job data
`storylenses_generate_letter`	Generate a story-driven cover letter
`storylenses_quality_check`	Score and evaluate a cover letter
`storylenses_list_archetypes`	List available narrative archetypes and tones

Setup

Claude Desktop

Add to ~/Library/Application Support/Claude/claude_desktop_config.json:

config.json

{
  "mcpServers": {
    "storylenses": {
      "command": "npx",
      "args": ["-y", "@storylenses/mcp-server"],
      "env": {
        "STORYLENSES_API_KEY": "your-api-key"
      }
    }
  }
}

Cursor / VS Code

Add to .cursor/mcp.json or VS Code MCP settings:

config.json

{
  "mcp": {
    "servers": {
      "storylenses": {
        "command": "npx",
        "args": ["-y", "@storylenses/mcp-server"],
        "env": {
          "STORYLENSES_API_KEY": "your-api-key"
        }
      }
    }
  }
}

Docker

Terminal

docker run -e STORYLENSES_API_KEY=your-key ghcr.io/benediktgirz/storylenses-mcp-server

Environment Variables

Variable	Required	Description
`STORYLENSES_API_KEY`	Yes	Your API key from storylenses.app/mcp
`STORYLENSES_API_URL`	No	API base URL (default: https://www.storylenses.app)

Example Workflow

server.ts

// 1. Analyze job posting
const job = await callTool("storylenses_analyze_job", {
  job_url: "https://linkedin.com/jobs/view/12345"
});

// 2. Match candidate profile
const match = await callTool("storylenses_match_profile", {
  job_analysis: job,
  candidate_cv: "Senior engineer with 7 years React experience..."
});

// 3. Generate cover letter
const letter = await callTool("storylenses_generate_letter", {
  job_analysis: job,
  match_data: match,
  candidate_name: "Alex Chen",
  archetype: match.suggestedArchetype
});

// 4. Quality check
const score = await callTool("storylenses_quality_check", {
  letter_text: letter.letter_text,
  job_analysis: job
});

Testing

Terminal

npm install
STORYLENSES_API_KEY=your-key npm test

Get an API Key

Visit storylenses.app/mcp to get your API key.

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

License

MIT

Read the full README →View source on GitHub →

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Frequently Asked Questions about Storylenses

Add the following block to your claude_desktop_config.json under mcpServers: "mcpServers": { "storylenses": { "command": "npx", "args": ["-y", "storylenses"] } }

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Technical Specs & Signals

CategoryDeveloper Tools

27Quality signal: Emerging · 27/100How this signal is calculated ▾

Server availabilityNot measured

Not scored for repo-hosted servers — we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership8/20

Documentation & tools11/30

Adoption & activity1/15

Community engagement0/10

A guidance signal from public completeness & health data — not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.

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More in 💻 Developer Tools →Best MCP servers for Developers →Alternatives to Storylenses →Install in Claude Desktop Install in Cursor Install in VS Code

Documentation Overview

StoryLenses MCP Server

AI-powered cover letter generation for MCP-compatible agents. The first production MCP server for job applications.

Tools

Tool	Description
`storylenses_analyze_job`	Extract 15+ structured fields from a job posting
`storylenses_match_profile`	Match a candidate CV against job data
`storylenses_generate_letter`	Generate a story-driven cover letter
`storylenses_quality_check`	Score and evaluate a cover letter
`storylenses_list_archetypes`	List available narrative archetypes and tones

Setup

Claude Desktop

Add to ~/Library/Application Support/Claude/claude_desktop_config.json:

config.json

{
  "mcpServers": {
    "storylenses": {
      "command": "npx",
      "args": ["-y", "@storylenses/mcp-server"],
      "env": {
        "STORYLENSES_API_KEY": "your-api-key"
      }
    }
  }
}

Cursor / VS Code

Add to .cursor/mcp.json or VS Code MCP settings:

config.json

{
  "mcp": {
    "servers": {
      "storylenses": {
        "command": "npx",
        "args": ["-y", "@storylenses/mcp-server"],
        "env": {
          "STORYLENSES_API_KEY": "your-api-key"
        }
      }
    }
  }
}

Docker

Terminal

docker run -e STORYLENSES_API_KEY=your-key ghcr.io/benediktgirz/storylenses-mcp-server

Environment Variables

Variable	Required	Description
`STORYLENSES_API_KEY`	Yes	Your API key from storylenses.app/mcp
`STORYLENSES_API_URL`	No	API base URL (default: https://www.storylenses.app)

Example Workflow

server.ts

// 1. Analyze job posting
const job = await callTool("storylenses_analyze_job", {
  job_url: "https://linkedin.com/jobs/view/12345"
});

// 2. Match candidate profile
const match = await callTool("storylenses_match_profile", {
  job_analysis: job,
  candidate_cv: "Senior engineer with 7 years React experience..."
});

// 3. Generate cover letter
const letter = await callTool("storylenses_generate_letter", {
  job_analysis: job,
  match_data: match,
  candidate_name: "Alex Chen",
  archetype: match.suggestedArchetype
});

// 4. Quality check
const score = await callTool("storylenses_quality_check", {
  letter_text: letter.letter_text,
  job_analysis: job
});

Testing

Terminal

npm install
STORYLENSES_API_KEY=your-key npm test

Get an API Key

Visit storylenses.app/mcp to get your API key.

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

License

MIT