Mcp Bluesky Posts Scraper

com.mambabuiltPublished by mambabuilt.comv1.0.2Updated Nov 11, 2026

Bluesky posts by keyword or account, and replies by post, with exact counts

The publisher's own server: posts.design

VerifiedSTDIODesktop onlyWeb Search & Scraping Communication & Collaboration

Server details

Identifier: com.mambabuilt/mcp-bluesky-posts-scraper
Transport: STDIO
Runtime: Desktop only
Trust: Verified
Published: Nov 11, 2026

Security note

MCP servers receive tool arguments from a conversation and may perform external actions. Review what a server can do before you enable it, and give it only the access it needs.

The registry verified that this server's namespace belongs to mambabuilt.com. It runs from a package rather than a hosted endpoint, so there is no endpoint to match against that domain.

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Overview

AI-generated overview

Collects public Bluesky posts by keyword or account and replies to a post, via an Apify actor, returning one row per post with counts and metadata.

What you can do: Search Bluesky posts by keyword, with sort, date range and language filters
Fetch an account's own posts, newest first, optionally including replies and reposts
Read the replies under given Bluesky post addresses
Return one row per post or reply with exact counts, dates, hashtags, links and images, plus a free status row per source
When to use it: Useful when you want an assistant to gather or summarize public Bluesky discussion on a topic, pull a specific account's recent posts with engagement counts, or read the replies to a post into a table.
Requirements: Runs locally as an npm package over stdio; needs Node.js 18 or newer and an Apify account with an API token set as APIFY_TOKEN. The tool is listed without a token, but calls need one. Network access to Apify and Bluesky is required.

Before you install

Usage is billed per event to your Apify account (per post or reply row and per run start), so large limits and include_replies can cost money; max_charge_usd caps a run. The optional bluesky_handle and bluesky_app_password inputs are sent to Bluesky, and the README advises an app password rather than the main password. The APIFY_TOKEN is a secret.

Installation

In SourceWeft

Open Mcp Bluesky Posts Scraper in the dashboard and add it to a workspace.
Enable the server for the chats that should use its tools.

Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.

Other MCP clients

Follow the launch instructions in the repository.

README

Bluesky Posts Scraper MCP Server

[Glama score] [MCP Registry] [npm version] [npm downloads] [license] [mcpservers.org]

An MCP server for the Mamba Labs Bluesky Posts Scraper actor on Apify. Bluesky posts by keyword or account, and replies by post.

What's Inside

What it does

Give keywords, accounts, or post addresses. The actor reads Bluesky's public API with no login and no key, and returns one row per post or reply with exact counts, dates, hashtags, links, and images. A free status row per source says what it returned or why it stopped.

All of the work runs on Apify. This package is a thin client that starts the actor run, waits for it, and hands back the dataset rows.

Quick start

You need Node.js 18 or newer and an Apify account with an API token.

Add this to your Claude Desktop config (claude_desktop_config.json), Cursor, or any MCP client:

json

{  "mcpServers": {    "mamba-bluesky-posts-scraper": {      "command": "npx",      "args": [        "-y",        "@mambalabsdev/mcp-bluesky-posts-scraper"      ],      "env": {        "APIFY_TOKEN": "your-apify-token"      }    }  }}

{  "mcpServers": {    "mamba-bluesky-posts-scraper": {      "command": "npx",      "args": [        "-y",        "@mambalabsdev/mcp-bluesky-posts-scraper"      ],      "env": {        "APIFY_TOKEN": "your-apify-token"      }    }  }}

Restart the client. The get_bluesky_posts tool appears.

Prerequisites

Node.js 18 or newer.
An Apify API token from console.apify.com/account/integrations, set as APIFY_TOKEN. The server lists its tool without a token; a call needs one.

Example prompts

"What are people saying on Bluesky about cold email this month?"
"Get the last 50 posts from this Bluesky account with their like counts."
"Read the replies on this Bluesky post into a table."

Tool

get_bluesky_posts. One tool. Example arguments:

Inputs

Every buyer facing input of the actor. Omitted inputs take the actor's own defaults.

Input	Type	Required	Description
`queries`	array	no	Keywords to search, up to 20. Without your own app password each search returns one page, about 100 posts. Text from Clay splits on new lines, so a query can hold a comma.
`authors`	array	no	Bluesky handles, profile addresses, or DIDs, up to 20. Returns each account's own posts, newest first.
`post_urls`	array	no	Addresses of Bluesky posts to read, up to 100.
`sort`	string	no	latest or top. Default latest. Used for queries.
`since_date`	string	no	Only posts from this date, such as 2026-10-01.
`until_date`	string	no	Only posts before this date, such as 2026-11-01.
`language`	string	no	Language code such as en or de. Used for queries. Reads the language the post's author set.
`max_posts_per_source`	number	no	Per query or account, up to 2000. Default 100. A search with no app password stops at about 100.
`include_replies`	boolean	no	yes or no. Default no. Reads the replies under each post found. Each reply is a charged row.
`max_replies_per_post`	number	no	Up to 200. Default 20.
`include_account_replies`	boolean	no	yes or no. Default no. Used for accounts.
`include_reposts`	boolean	no	yes or no. Default no. Used for accounts. A repost row shows the original author.
`bluesky_handle`	string	no	Optional, with the app password. Used only to page a search past its first page.
`bluesky_app_password`	string	no	Optional. Create an app password in Bluesky settings; never use your main password. Sent only to Bluesky. Without it a search returns one page, about 100 posts. Accounts and post addresses need no password.
`max_charge_usd`	string	no	Optional. The run stops before a charge that would pass this amount. Summary rows are always returned.

Pricing

Pay per event on Apify, billed to your Apify account. Prices in USD.

Source status rows and refused input are free. Mamba Labs pays the platform costs of the run. Mamba Labs pays the platform costs of the run, Apify proxy traffic included.

Full actor documentation

apify.com/mambalabs/bluesky-posts-scraper

License

MIT. See LICENSE.

Source: README.md at commit 00040ca

Tools

SourceWeft has not started this package in its sandbox yet, so its tools are not known.

Version history

v1.0.2LatestNov 11, 2026

Score

50% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

Reached in the last 30 days25 pts
Keep the endpoint answering the MCP handshake; SourceWeft probes it every 30 days.
Auth declared10 pts
Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.
Tools listed15 pts
Answer tools/list without a credential, or ship a package that starts in a sandbox without one.
DescriptionRequired15 pts
Logo10 pts
Documentation15 pts
License10 pts

Event	Free plan	Bronze	Silver	Gold
`post-row`, one post or reply	$0.0011	$0.001045	$0.00099	$0.000935
`apify-actor-start`, per run start	$0.0065	$0.0065	$0.0065	$0.0065