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AI cover letter generation for agents. Job analysis, profile matching, narrative letters.
AI cover letter generation for agents. Job analysis, profile matching, narrative letters.
Remote endpoints: streamable-http: https://www.storylenses.app/api/mcp/endpoint
Valid MCP server (2 strong, 4 medium validity signals). 3 known CVEs in dependencies (0 critical, 3 high severity) Package registry verified. Imported from the Official MCP Registry.
5 files analyzed · 4 issues found
Security scores are indicators to help you make informed decisions, not guarantees. Always review permissions before connecting any MCP server.
This plugin requests these system permissions. Most are normal for its category.
Available as Local & Remote
This plugin can run on your machine or connect to a hosted endpoint. during install.
From the project's GitHub README.
AI-powered cover letter generation for MCP-compatible agents. The first production MCP server for job applications.
| 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 |
Add to ~/Library/Application Support/Claude/claude_desktop_config.json:
{
"mcpServers": {
"storylenses": {
"command": "npx",
"args": ["-y", "@storylenses/mcp-server"],
"env": {
"STORYLENSES_API_KEY": "your-api-key"
}
}
}
}
Add to .cursor/mcp.json or VS Code MCP settings:
{
"mcp": {
"servers": {
"storylenses": {
"command": "npx",
"args": ["-y", "@storylenses/mcp-server"],
"env": {
"STORYLENSES_API_KEY": "your-api-key"
}
}
}
}
}
docker run -e STORYLENSES_API_KEY=your-key ghcr.io/benediktgirz/storylenses-mcp-server
| 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) |
// 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
});
npm install
STORYLENSES_API_KEY=your-key npm test
Visit storylenses.app/mcp to get your API key.
MIT
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