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Storylenses

io.github.benediktgirz/storylenses

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

healthy

status

tools exposed

880ms

connect latency

2c5542925fd1

schema fingerprint

Tools (5)

storylenses_analyze_job

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

storylenses_match_profile

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

storylenses_generate_letter

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

storylenses_quality_check

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

storylenses_list_archetypes

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

Endpoint

https://www.storylenses.app/api/mcp/endpoint
Category: Files & Storage · Last checked: 2026-07-30T13:50:56Z

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What this means. This server responded to the MCP handshake and listed its tools without authentication. The schema fingerprint lets us flag if tool signatures silently change (schema drift) between checks.