StoryLenses MCP Server
StoryLenses MCP Server
AI-powered cover letter generation for MCP-compatible agents. The first production MCP server for job applications.
Tools
Tool | Description |
| Extract 15+ structured fields from a job posting |
| Match a candidate CV against job data |
| Generate a story-driven cover letter |
| Score and evaluate a cover letter |
| List available narrative archetypes and tones |
Related MCP server: workopia-mcp
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-serverEnvironment Variables
Variable | Required | Description |
| Yes | Your API key from storylenses.app/mcp |
| 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 testGet 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
Maintenance
Resources
Unclaimed servers have limited discoverability.
Looking for Admin?
If you are the server author, to access and configure the admin panel.
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.Last updated561MIT

workopia-mcpofficial
AlicenseBqualityBmaintenanceHosted MCP server for job search (3M+ jobs from employer career pages and ATS feeds like Lever/Greenhouse), PDF resume generation with multiple templates, AI resume tailoring per job description, cover letters, and career advice. Free hosted endpoint, no API key required.Last updated3155MIT
laddro-career-mcpofficial
AlicenseAqualityBmaintenanceResume tailoring, cover letter generation, CV PDF export, and job search tools for AI agents. 18 tools powered by the Laddro Career API.Last updated1853MIT- Alicense-qualityBmaintenanceAn MCP server that enables AI-assisted job search workflows including job discovery, application tracking, resume evaluation, and cover letter generation, with support for multiple job sources and scheduled scraping.Last updated581AGPL 3.0
Related MCP Connectors
Job search and interview prep MCP. 11 tools, OAuth 2.1, cross-LLM. four-leaf.ai.
MCP server for AI job search — find jobs, track applications, get alerts. Claude, ChatGPT, Cursor.
OCR, transcription, file extraction, and image generation for AI agents via MCP.
Latest Blog Posts
- Who's Calling? MCP Hosts Are an Identity Blind Spot (And the Spec Knows It)By Om-Shree-0709 on .mcpAgent IdentityOAuth 2.1
- Your AI Chatbot Just Exposed Your CEO's Salary to an InternBy Om-Shree-0709 on .Agent IdentityMCP SecurityOAuth Delegation
- Why MCP Servers Need Execution Sandboxing (And Why Your Current Stack Isn't Enough)By Om-Shree-0709 on .Agentic AiPrompt InjectionWebAssembly
MCP directory API
We provide all the information about MCP servers via our MCP API.
curl -X GET 'https://glama.ai/api/mcp/v1/servers/benediktgirz/storylenses-mcp-server'
If you have feedback or need assistance with the MCP directory API, please join our Discord server