How to connect Bluesky public data to OpenClaw (paste one key, 3 tools)

The usual route to Bluesky public data access for OpenClaw is an MCP server you configure and keep running, plus your own OAuth app or API keys. ClawLink gives OpenClaw a more practical Bluesky public data setup: install one ClawHub skill, connect Bluesky public data in the browser, and OpenClaw can call real Bluesky public data actions from any chat surface with no auth, token refresh, or tool wiring to build yourself.

Setup

It takes three steps to connect OpenClaw to Bluesky public data.

1
Install the plugin
Paste the setup prompt into OpenClaw, or install from the terminal and ask OpenClaw to pair:
openclaw plugins install clawhub:clawlink-plugin
2
Connect Bluesky public data
Enter your account details in the dashboard.
3
Use it from chat
Ask OpenClaw: "What can you do with Bluesky public data?"

Install by command

The setup prompt above does all of this in one paste. By hand, it is one install command plus a browser approval:

openclaw plugins install clawhub:clawlink-plugin

Then ask OpenClaw to set up ClawLink. It starts browser pairing and prints an approval link — open it, approve the device, return to the chat, and say done. Finally, connect Bluesky public data in the ClawLink dashboard — enter your Bluesky public data account details once.

Verify the connection by asking OpenClaw:

Use Bluesky public data to blueskydata profile and walk me through the result in plain English.

Using a different agent?

The OpenClaw plugin is one client of ClawLink's MCP server. Claude Code, Cursor, Codex, or any agent that can run a shell command pairs with the same ClawLink account through the CLI:

npx -y @useclawlink/cli login

login opens the same browser approval and stores a credential locally. Once Bluesky public data is connected in the dashboard, that agent calls the same 3 Bluesky public data tools over MCP. Full setup for MCP clients and shell agents: connect apps to any AI agent.

Bluesky public data MCP for OpenClaw

Looking for a Bluesky public data MCP server for OpenClaw? ClawLink connects Bluesky public data to OpenClaw and exposes 3 Bluesky public data tools your agent can call over MCP, with hosted auth and nothing to run or maintain yourself. Using Hermes instead? The Hermes Bluesky public data integration works the same way.

What the OpenClaw Bluesky public data integration can do

3 Bluesky public data tools are ready for OpenClaw once the account is connected.

All 3 Bluesky public data tools for OpenClaw

Tool	What it does
Profile `blueskydata_profile`	Public profile by handle
User posts `blueskydata_user_posts`	An account's recent posts
Post `blueskydata_post`	One post by URL

Try it: find the Bluesky public data tool you need

Browse the 3 Bluesky public data tools

Click any tool to see exactly what OpenClaw can do and copy a ready-to-use prompt.

Example prompts

Use Bluesky public data to blueskydata profile and walk me through the result in plain English.

Use Bluesky public data to blueskydata user posts and walk me through the result in plain English.

Use Bluesky public data to blueskydata post and walk me through the result in plain English.

ClawLink vs. building it yourself

The alternative to ClawLink is usually manual integration wiring plus your own token handling, permission troubleshooting, and tool plumbing for OpenClaw. That is fine if you want to build and maintain the integration yourself. Most teams just want Bluesky public data working from chat.

	Manual	ClawLink
Setup flow	Collect and store the right Bluesky public data credentials yourself, then keep the account mapping and request format correct.	ClawLink keeps the setup in one hosted flow so non-technical users can link Bluesky public data without custom integration screens.
Ongoing maintenance	You own refresh logic, permission debugging, environment config, and every provider-specific edge case for Bluesky public data.	ClawLink handles the repetitive integration plumbing so your team can focus on the workflow instead of the infrastructure.
Agent usability	You still need to expose the right Bluesky public data actions to the runtime in a format your agent can reliably use.	3 tools for Bluesky public data are already exposed through ClawLink, so the agent can read and act from chat immediately.

ClawLink vs. Composio

Composio also exposes Bluesky public data to AI agents. It is developer infrastructure: Python and TypeScript SDKs, an MCP server, and a catalog past 1,000 apps, aimed at teams shipping agent products. ClawLink is built for OpenClaw users instead. You install the plugin once, connect Bluesky public data in the browser, and the 3 tools above work from chat. There is no SDK and no config file, and the Bluesky public data key you paste at setup is stored server-side rather than kept in your environment. Choosing between them? Read the full Composio alternatives comparison.

Troubleshooting

OpenClaw installed the Bluesky public data skill but can't call the tools

The ClawHub skill teaches OpenClaw about Bluesky public data, but the calls run through the ClawLink plugin and your connected account. Make sure Bluesky public data is connected in the dashboard, then start a fresh chat so OpenClaw reloads the tool catalog. If OpenClaw runs as a persistent gateway, restart it so the new tools register.

Connection succeeds but no tools appear

Reconnect Bluesky public data from the dashboard, then start a fresh chat if the runtime still has the old tool catalog loaded.

"Tool schema not loaded yet" error when calling Bluesky public data tools

Bluesky public data tool schemas load on demand the first time a tool runs and are cached after that, so this error usually clears on its own: wait a few seconds and retry the same request. If every Bluesky public data call keeps failing with it in a fresh chat, reconnect from the dashboard, and contact support if it still persists — that pattern points to a configuration problem on our side, not something you can fix by reconnecting again.

Bluesky public data returns 403 or "permission denied" on one action while others work

Two usual causes. The connected account may not have access to the specific workspace, inbox, store, or project in the request — check that first. If access looks right, the agent may have sent a placeholder value (like "YOUR_ID" or an example id from documentation) instead of a real one: ask it to run a list or search tool first, then retry the action with a real id from those results. Most failures at this stage are one of these two, not ClawLink bugs.

The setup form accepts credentials but calls still fail

Re-enter the credentials carefully and verify the account-level permissions for Bluesky public data. Basic and token-based integrations tend to fail on formatting mistakes or limited account roles.

FAQ

Is there a OpenClaw Bluesky public data integration?

Yes. ClawLink is the fastest way to connect OpenClaw to Bluesky public data: link your Bluesky public data account once in the browser and OpenClaw can call the Bluesky public data API through 3 ready-made tools — no custom code or token handling.

How do I add Bluesky public data to OpenClaw with ClawLink?

Paste the setup prompt from this page into OpenClaw. It installs the ClawLink Bluesky public data skill from ClawHub, then you click Connect in the dashboard to authorize Bluesky public data. OpenClaw calls the tools from the next message — no config files, and the Bluesky public data key you paste is stored server-side instead of in your environment.

How long does it take to connect Bluesky public data to OpenClaw?

About two minutes. Sign in, click Connect next to Bluesky public data in the dashboard, authenticate, and OpenClaw can use it from the next chat message.

Why use ClawLink instead of wiring Bluesky public data up myself?

OpenClaw installed the Bluesky public data skill but can't call the tools

How to connect Bluesky public data to OpenClaw

Setup

Install the plugin

Connect Bluesky public data

Use it from chat