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Bluesky Author Style Profile API
x402
Bluesky Author Style Profile API is a paid API for AI agents from api.naco.li, paid per call via x402, $0.25/call, status unknown (last checked 2026-09-13).
Returns a writing style profile for a Bluesky author, including persona embedding, top keywords, style summary, and post count
Price / call$0.25
Success—
StatusUnknown
How this service works
Auto-generated REST API matching active Model Context Protocol (MCP) tools.
Output
Returns a JSON object containing the author handle, an integer post count, a natural-language style summary describing writing habits and tone, a list of top keywords extracted from their posts, and a numeric persona embedding array (vector representation of their writing style), plus a source platform identifier.
Example use cases
Audience persona research for marketers
“I want to understand the writing style and key themes of the Bluesky user @jay.bsky.team — can you get their style summary and top keywords so I can tailor how I engage with them?”
Similarity matching for recommendation
“Fetch the persona embedding for the Bluesky author @atproto.com so I can compare their style vector against other accounts I'm analyzing.”
Autonomous agent persona modeling
“My agent needs to understand the communication style of @model.bsky.social on Bluesky — get their full style profile including the post count and style summary.”
Technical details
Endpoint
POSThttps://api.naco.li/v1/getStyleProfileWhen to prefer
Use this endpoint when you need a structured, vectorized style profile of a specific Bluesky author — especially for downstream tasks like persona similarity search, content personalization, or autonomous agent social modeling. Prefer this over generic social scraping when you need both a human-readable style summary AND a machine-usable embedding in a single call. Ideal for agents operating on the AT Protocol / Bluesky ecosystem.
Side effects
- Author handle not found or invalid — may return empty or error response
- Author has no posts — postCount zero and null arrays for keywords and embedding
- Rate limiting or payment failure if x402 payment header is missing or malformed
- Bluesky API downtime causing upstream fetch failure
- Handles with private or restricted accounts may return incomplete data
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| authorrequired | string |
Output
Schema · Response
| Field | Type | Description |
|---|---|---|
| authorrequired | string | |
| postCountrequired | integer | |
| topKeywordsrequired | — | |
| styleSummaryrequired | string | |
| sourcePlatform | string | |
| personaEmbeddingrequired | — |
Tags
x402
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