mambalabsdev/mcp-bluesky-brand-presence-mapper

An MCP server that resolves a company domain to its Bluesky account with exact follower, following and post counts. It wraps the Mamba Labs Bluesky Brand Presence Mapper actor on Apify and returns a Clay-ready flat JSON row to any MCP client.
What's Inside
- What it does
- Quick start
- Prerequisites
- Example prompts
- Inputs
- Output
- Example output
- Features
- Full actor documentation
- Mamba Labs GTM Suite
- License
What it does
Give it a company domain, or a Bluesky handle if you already have one, and it finds that company's official Bluesky account through the public AT Protocol API. It returns the profile URL, handle, DID, exact follower, following and post counts, display name, bio and account creation date, as one flat row.
The counts are exact rather than rounded. When the resolved handle is the company domain itself, Bluesky granted that handle only after a DNS check the company had to pass, and the row flags that as the strongest identity evidence the platform offers. A company with no Bluesky account returns not_found, which is a real and common answer rather than a failure.
All of the lookup runs on Apify. This package is a thin client that calls the actor and hands back the result unchanged.
The tool starts the actor run and polls it to a finished status, so a long run is not cut off at 300 seconds. The run is allowed 1,800 seconds. If it is still going two minutes after that, the call stops waiting and returns the run ID with a link to it in the Apify Console, where the results land when it finishes. A run that does not succeed comes back as an error with its run ID and status.
Quick start
You need Node.js 18 or newer and an Apify account with an API token.
Add this to your Claude Desktop config:
Get your token at https://console.apify.com/account/integrations, paste it in, and restart Claude Desktop. The map_bluesky_brand_presence tool will be available.
Prerequisites
- Node.js 18 or newer
- An Apify account with an API token
Example prompts
- "Find the Bluesky account for theverge.com and give me its follower count."
- "Does shopify.com have a Bluesky account, and is the handle domain verified?"
- "Look up the Bluesky handle theverge.com and tell me when the account was created."
- "Map the Bluesky presence for npr.org without using Bluesky account search."
Inputs
- company_domain (optional): bare company domain, for example shopify.com. Supply this or a handle. With a domain the actor runs full discovery; with a handle it skips straight to the fetch.
- company_name (optional): improves search accuracy and is what the identity gate checks a discovered profile against, so supplying it reduces wrong matches.
- handle (optional): a Bluesky handle such as shopify.com, mamba.bsky.social, or a DID. Supplying it skips discovery entirely. A company that has verified its domain with Bluesky uses the bare domain as its handle, which is why this often equals company_domain.
- includeFollowerCounts (optional): when true (the default) the profile is fetched and the counts are extracted. Set false to resolve the profile URL only, which is cheaper.
- skipCache (optional): when false (the default) a successful lookup is cached for seven days and reused. Set true to force a fresh fetch.