StoryLenses MCP Server
StoryLenses MCP-Server
KI-gestützte Erstellung von Anschreiben für MCP-kompatible Agenten. Der erste produktive MCP-Server für Bewerbungen.
Tools
Tool | Beschreibung |
| Extrahiert 15+ strukturierte Felder aus einer Stellenanzeige |
| Gleicht einen Kandidaten-Lebenslauf mit Stellendaten ab |
| Erstellt ein storybasiertes Anschreiben |
| Bewertet und evaluiert ein Anschreiben |
| Listet verfügbare narrative Archetypen und Tonalitäten auf |
Related MCP server: laddro-career-mcp
Einrichtung
Claude Desktop
Hinzufügen zu ~/Library/Application Support/Claude/claude_desktop_config.json:
{
"mcpServers": {
"storylenses": {
"command": "npx",
"args": ["-y", "@storylenses/mcp-server"],
"env": {
"STORYLENSES_API_KEY": "your-api-key"
}
}
}
}Cursor / VS Code
Hinzufügen zu .cursor/mcp.json oder den VS Code MCP-Einstellungen:
{
"mcp": {
"servers": {
"storylenses": {
"command": "npx",
"args": ["-y", "@storylenses/mcp-server"],
"env": {
"STORYLENSES_API_KEY": "your-api-key"
}
}
}
}
}Docker
docker run -e STORYLENSES_API_KEY=your-key ghcr.io/benediktgirz/storylenses-mcp-serverUmgebungsvariablen
Variable | Erforderlich | Beschreibung |
| Ja | Ihr API-Schlüssel von storylenses.app/mcp |
| Nein | API-Basis-URL (Standard: https://www.storylenses.app) |
Beispiel-Workflow
// 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
});Testen
npm install
STORYLENSES_API_KEY=your-key npm testAPI-Schlüssel erhalten
Besuchen Sie storylenses.app/mcp, um Ihren API-Schlüssel zu erhalten.
Kostenlos: 10 Erstellungen/Monat
Developer ($29/Monat): 200 Erstellungen
Scale ($99/Monat): 1.000 Erstellungen
Lizenz
MIT
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
5 tool updates
v0.1.0- First observed
storylenses_analyze_job - First observed
storylenses_generate_letter - First observed
storylenses_list_archetypes - First observed
storylenses_match_profile - First observed
storylenses_quality_check
TDQS
Scored across 5 tools
Each tool occupies a distinct stage in the workflow pipeline: analyze_job extracts job data, match_profile compares candidate to job, list_archetypes provides style options, generate_letter creates output, and quality_check validates results. No functional overlap exists between tools.
All tools follow an identical storylenses_verb_noun pattern with consistent snake_case formatting, clear action-oriented verbs (analyze, generate, list, match, check), and uniform prefixing that prevents collisions with other servers.
Five tools is ideally suited for this focused domain, covering the complete cover letter lifecycle from input analysis and matching through generation and validation without bloat, redundancies, or missing critical steps.
Provides comprehensive coverage of the generation workflow including analysis, matching, archetype selection, creation, and scoring; minor gap requires regenerating from scratch rather than refining existing letters based on quality feedback.
Maintenance
Related MCP Connectors
Generate tailored, ATS-optimized resume PDFs and cover letters from a job description, over MCP.
Job application tracker for developers - AI agents write over MCP, you review in a dashboard.
Tailored, graded job applications: a CV, cover letter and form answers built per vacancy.
AI job search MCP — fact-checked jobs, application tracker, alerts. ChatGPT, Claude, Cursor.
Related MCP Servers
- AlicenseAqualityCmaintenanceMCP server for the LLM Conveyors AI agent platform. 39 tools for Job Hunter (tailored CVs, cover letters, cold emails), B2B Sales (company research, outreach), ATS scoring, resume rendering, and session management.26 npm1MIT

laddro-career-mcpofficial
AlicenseAqualityAmaintenanceResume tailoring, cover letter generation, CV PDF export, and job search tools for AI agents. 18 tools powered by the Laddro Career API.18217 npmMIT- AlicenseAqualityAmaintenanceAn MCP server that exposes a perpetual, honest job-application pipeline as typed tools an LLM agent can call, with fit scoring, verified resume building, and a submission planner enforced by code, not prompts.16MIT
- AlicenseNot gradedqualityAmaintenanceA local-first, open-source MCP server that analyzes jobs, matches your CV, tailors documents, and tracks applications — all on your machine with no data uploaded.AGPL 3.0