AI cover letter generation for agents. Job analysis, profile matching, narrative letters.
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
Source-derived launch command. Check the maintainer’s required arguments and credentials before running:
npx -y @storylenses/mcp-serverMerge this template into ~/Library/Application Support/Claude/claude_desktop_config.json. Keep existing servers. Add any arguments, credentials, and permissions required by the maintainer; this template has not been install-tested.
{
"mcpServers": {
"io-github-benediktgirz-storylenses": {
"command": "npx",
"args": [
"-y",
"@storylenses/mcp-server"
]
}
}
}Restart Claude Desktop completely for changes to take effect. Confirm the server appears connected in the client’s tool list, then try a read-only example from its documentation.
Claude Desktop setup reference@storylenses/mcp-servernpmio.github.benediktgirz/storylenses works with any MCP-compatible client. Copy the config snippet from the Configuration section above and add it to the file shown for your client, then restart the application.
~/Library/Application Support/Claude/claude_desktop_config.jsonRestart Claude Desktop completely for changes to take effect.~/.cursor/mcp.jsonRestart Cursor for changes to take effect..vscode/mcp.jsonReload VS Code window for changes to take effect.~/.codeium/windsurf/mcp_config.jsonRestart Windsurf for changes to take effect..mcp.jsonSave at the project root, then start Claude Code in that project and review the MCP server approval prompt. Keep real credentials out of shared files.