BlueSky MCP Server
The BlueSky MCP Server allows you to interact with BlueSky social network data through a standardized interface. You can:
Fetch user profiles and profile information
Retrieve follows and followers lists
Get recent posts from users
Search for posts using query strings
Get posts liked by users
Access your personalized BlueSky feed
Search for user profiles
All list-based operations support pagination.
Provides access to BlueSky social network data through its official API, with tools for retrieving user profiles, following/follower lists, accessing personal feeds, searching posts and profiles, and viewing liked content.
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@BlueSky MCP Server get profile for alice.bsky.social"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
BlueSky MCP Server
A Model Context Protocol (MCP) server that provides access to BlueSky social network data through its official API. This server implements a standardized interface for retrieving user profiles and social graph information.
Features
Fetch detailed user profile information
Retrieve user following lists with pagination
Built-in authentication handling and session management
Comprehensive error handling
Related MCP server: Bluesky MCP Server
Installation
Claude Desktop
On MacOS:
~/Library/Application\ Support/Claude/claude_desktop_config.jsonOn Windows:
%APPDATA%/Claude/claude_desktop_config.json
"mcpServers": {
"bluesky-mcp": {
"command": "uv",
"args": [
"--directory",
"C:\\Users\\{INSERT_USER}\\YOUR\\PATH\\TO\\bluesky-mcp\\bluesky-mcp",
"run",
"src/bluesky_mcp/server.py"
],
"env": {
"BLUESKY_IDENTIFIER": "your.handle.bsky.social",
"BLUESKY_APP_PASSWORD": "your-app-password"
}
}
}Running Locally
Install Libraries
uv pip install -e .Running
After connecting Claude client with the MCP tool via json file and installing the packages, Claude should see the server's mcp tools:
You can run the sever yourself via: In bluesky_mcp repo:
uv run src/bluesky_mcp/server.py*if you want to run the server inspector along with the server:
npx @modelcontextprotocol/inspector uv --directory C:\\Users\\{INSERT_USER}\\YOUR\\PATH\\TO\\bluesky-mcp run src/bluesky_mcp/server.pyAvailable Tools
The server implements two tools:
get-profile: Get detailed profile information for a BlueSky userget-follows: Get a list of accounts that a specified user follows
get-profile
Retrieves detailed profile information for a given BlueSky user.
Input Schema:
{
"handle": {
"type": "string",
"description": "The user's handle (e.g., 'alice.bsky.social')"
}
}Example Response:
Profile information for alice.bsky.social:
Handle: alice.bsky.social
Display Name: Alice
Description: Just a BlueSky user sharing thoughts
Followers: 1234
Following: 567
Posts: 789get-follows
Retrieves a list of accounts that a specified user follows, with support for pagination.
Input Schema:
{
"actor": {
"type": "string",
"description": "The user's handle (e.g., 'alice.bsky.social')"
},
"limit": {
"type": "integer",
"description": "Maximum number of results to return",
"default": 50,
"minimum": 1,
"maximum": 100
},
"cursor": {
"type": "string",
"description": "Pagination cursor",
"optional": true
}
}Example Response:
Follows for alice.bsky.social:
Follows:
Handle: bob.bsky.social
Display Name: Bob
---
Handle: carol.bsky.social
Display Name: Carol
---
Handle: dave.bsky.social
Display Name: Dave
---
More results available. Use cursor: bafygeia...Error Handling
The server includes comprehensive error handling for various scenarios:
Authentication failures
Rate limiting
Network connectivity issues
Invalid parameters
Timeout handling
Malformed responses
Error messages are returned in a clear, human-readable format.
Prerequisites
Python 3.12 or higher
httpx
mcp
Authentication
To use this MCP server, you need to:
Create a BlueSky account if you don't have one
Generate an App Password in your BlueSky account settings
Set the following environment variables:
BLUESKY_IDENTIFIER: Your BlueSky handle (e.g., "username.bsky.social")BLUESKY_APP_PASSWORD: Your generated App Password
Contributing
Contributions are welcome! Please feel free to submit a Pull Request.
License
This MCP server is licensed under the MIT License. This means you are free to use, modify, and distribute the software, subject to the terms and conditions of the MIT License. For more details, please see the LICENSE file in the project repository.
Available Tools
8 toolsbluesky_get_followersC
Get a list of accounts following the user
Inputs: limit, cursor.
bluesky_get_followsC
Get a list of accounts the user follows
Inputs: limit, cursor.
bluesky_get_liked_postsC
Get a list of posts liked by the user
Inputs: limit, cursor.
bluesky_get_personal_feedC
Get your personalized Bluesky feed
Inputs: limit, cursor.
bluesky_get_postsC
Get recent posts from a user
Inputs: limit, cursor.
bluesky_get_profileB
Get a user's profile information
Inputs: no named parameters.
bluesky_search_postsC
Search for posts on Bluesky
Inputs: query (required), limit, cursor.
bluesky_search_profilesC
Search for Bluesky profiles
Inputs: query (required), limit, cursor.
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
Loading tool schema changelog…
TDQS
Scored across 8 tools
Every tool has a clearly distinct purpose targeting specific Bluesky resources: followers, follows, liked posts, personal feed, user posts, profiles, post search, and profile search. No ambiguity exists as each tool name precisely indicates what it retrieves.
All tools follow a consistent 'bluesky_verb_noun' pattern with snake_case throughout. The naming is highly predictable, using verbs like 'get' and 'search' paired with specific nouns like 'followers', 'posts', or 'profiles'.
With 8 tools, this server is well-scoped for social media interaction on Bluesky. Each tool earns its place by covering distinct aspects of user data, feeds, and search functionality without being overwhelming or insufficient.
The toolset provides comprehensive read/search coverage for Bluesky's core features, including user relationships, content consumption, and discovery. A minor gap exists in write operations (e.g., posting, liking, following), but agents can effectively navigate the available surface for information retrieval tasks.
Maintenance
Related MCP Connectors
Bulk Bluesky profiles plus full follower/following exports via the open AT Protocol. Pay per record.
Export full Bluesky follower/following lists with profile stats. Audience and lead research.
Scrape Bluesky posts, profiles, followers, threads and keyword search. Clean JSON, pay per result.
Related MCP Servers
- AlicenseAqualityBmaintenanceEnables LLMs to interact with the AT Protocol ecosystem, including Bluesky, through natural language. Supports public data access without authentication and full write operations with authentication.51136 npm10MIT
- AlicenseBqualityDmaintenanceA Model Context Protocol server that connects to Bluesky and provides natural language tools to interact with the ATProtocol, enabling feed fetching, post management, search, and profile analysis.32MIT
- AlicenseNot gradedqualityBmaintenanceEnables interaction with Bluesky social network through the AT Protocol, including searching posts, fetching profiles, browsing feeds, and retrieving threads and follower data.141 npmMIT
- AlicenseAqualityBmaintenanceEnables AI agents to post, reply, run threads, read timelines, search, manage follows, and analyze engagement on Bluesky, with setup requiring only a handle and app password.41MIT