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.
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>"
}
}
}
}