AI cover letter generation for agents. Job analysis, profile matching, narrative letters.
AI cover letter generation for agents. Job analysis, profile matching, narrative letters. Exposed over MCP by the storylenses mcp server, that capability becomes something an assistant can invoke while it works, not something you go and do afterwards.
AI-powered cover letter generation for MCP-compatible agents. The first production MCP server for job applications.
Everything the assistant can do here goes through one of these:
Free — 10 generations/monthstorylenses_analyze_job — Extract 15+ structured fields from a job postingstorylenses_match_profile — Match a candidate CV against job datastorylenses_generate_letter — Generate a story-driven cover letterstorylenses_quality_check — Score and evaluate a cover letterstorylenses_list_archetypes — List available narrative archetypes and tonesSTORYLENSES_API_KEY on npm is all you need. Most clients run it directly, so configuration is a few lines and a restart.
You will need 2 environment variables: STORYLENSES_API_KEY, STORYLENSES_API_URL. The server will not start without them, which is usually why the tools fail to appear on a first run. Keep credentials in your client's env block or a secrets manager rather than in a file you might commit.
Plenty of developer tooling servers cover similar ground. The differences that matter in practice are scope of access and how much setup stands between you and a working tool call. Storylenses's toolset — Free, storylenses_analyze_job, storylenses_match_profile and 3 more — is a fair guide to whether it matches your workflow. It is maintained by benediktgirz; worth a glance at recent repository activity before you build anything load-bearing on it.
SyncDev reviews every entry in this directory against the project's own documentation before publishing, and revisits them as servers change.
| Tool | What it does |
|---|---|
| Free | 10 generations/month |
| 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 |
{
"mcpServers": {
"storylenses": {
"command": "npx",
"args": ["-y", "@storylenses/mcp-server"],
"env": {
"STORYLENSES_API_KEY": "your-api-key"
}
}
}
}Configuration as documented by the project. Restart the client after saving.
| Variable | Description | Required |
|---|---|---|
| STORYLENSES_API_KEY | Credential the server authenticates with. | Yes |
| STORYLENSES_API_URL | Endpoint or connection string the server talks to. | Yes |
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