StoryLenses MCP Server

AI cover letter generation for agents.

CommunityOnlineAPI key requiredGlobalFreeCan modify data

What it can do

  • Storylenses Analyze Job: Extract 15+ structured fields from a job posting — role requirements, company challenges, culture signals, recruiter priorities
  • Storylenses Match Profile: Match a candidate profile/CV against job data — identifies fit score, matching skills, career gaps, and strongest narrative angle
  • Storylenses Generate Letter: Generate a story-driven cover letter using matched data and a narrative archetype. Supports en/de/es/pt.

What data it sees

Do you need an account

An API key from the service settings is required

AI cover letter generation for agents. 5 composable tools that analyze job postings (15+ structured fields), match candidate profiles, generate story-driven cover letters using 15+ narrative archetypes, and quality-score results. Supports English, German, Spanish, and Portuguese.

Free tools: analyze_job, list_archetypes (no API key needed) Paid tools: match_profile, generate_letter, quality_check

Get a free API key (10 generations/month) at storylenses.app/developers

How to connect

How to connect StoryLenses MCP Server to Claude

The server address to paste into Claude settings:

https://storylenses--benedikt-mh4x.run.tools

  1. Open Claude (claude.ai or the desktop app).
  2. Go to Settings → Connectors.
  3. Click Add custom connector.
  4. Paste the server address copied below into Remote MCP server URL and click Add.
  5. In a chat, click + → Connectors and switch the new connector on.

Custom connectors are available on Free, Pro, Max, Team and Enterprise plans (Free is limited to one). On Team and Enterprise an organization Owner adds the connector first under Organization settings → Connectors.

Authorization

After you click Add, a sign-in window for the service opens. Sign in with your own account and approve access. Claude never sees your password.

How to connect StoryLenses MCP Server to ChatGPT

The server address to paste into ChatGPT settings:

https://storylenses--benedikt-mh4x.run.tools

  1. Open ChatGPT in a browser (chatgpt.com). A Plus, Pro, Business, Enterprise or Edu plan is required.
  2. Turn on developer mode once: Settings → Apps → Advanced settings → Developer mode.
  3. Open Settings → Connectors and click Create.
  4. Fill in the form: Name (anything), Description (one line about what the service does), MCP server URL (copy it below).
  5. Under Authentication choose OAuth if the service requires sign-in, otherwise None. Click Create.
  6. In a new chat open + → Apps/Connectors and enable the connector.

OpenAI has renamed this section before (Connectors → Apps/Plugins). If the label differs, search settings for "developer mode". On Business/Enterprise workspaces an admin must allow custom connectors first.

Authorization

On first use ChatGPT opens the service's sign-in window. Sign in and approve access.

How to connect StoryLenses MCP Server to Cursor

The server address to paste into Cursor settings:

https://storylenses--benedikt-mh4x.run.tools

Fastest: click Open in Cursor below and confirm the prompt.

Manually:

  1. In Cursor open Settings → Cursor Settings → MCP and click Add new global MCP server.
  2. Paste the JSON copied below into ~/.cursor/mcp.json (per project: .cursor/mcp.json in the repo root).
  3. Save the file. The server appears in the MCP list; authorize it there if asked.

Authorization

If the service needs sign-in, an authorize button appears next to the server in the MCP list.

Server tool list (5)

Raw names from tools/list. Only developers need these.

storylenses_analyze_jobExtract 15+ structured fields from a job posting — role requirements, company challenges, culture signals, recruiter priorities
storylenses_match_profileMatch a candidate profile/CV against job data — identifies fit score, matching skills, career gaps, and strongest narrative angle
storylenses_generate_letterGenerate a story-driven cover letter using matched data and a narrative archetype. Supports en/de/es/pt.
storylenses_quality_checkScore and evaluate a cover letter for relevance, narrative strength, and completeness. Returns score 0-100 with actionable feedback.
storylenses_list_archetypesReturn available narrative archetypes with descriptions so the agent or user can select a style