Server data from the Official MCP Registry
AI cover letter generation for agents. Job analysis, profile matching, narrative letters.
About
AI cover letter generation for agents. Job analysis, profile matching, narrative letters.
Remote endpoints: streamable-http: https://www.storylenses.app/api/mcp/endpoint
Security Report
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.
Permissions Required
This plugin requests these system permissions. Most are normal for its category.
How to Install & Connect
Available as Local & Remote
This plugin can run on your machine or connect to a hosted endpoint. during install.
Documentation
View on GitHubFrom the project's GitHub README.
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:
{
"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:
{
"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-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
// 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
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
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