How to connect Instagram public data to OpenClaw
Connect Instagram public data to OpenClaw with ClawLink: paste your Instagram public data key once and 18 tools work from chat. No MCP server to run, nothing stored on your machine.
Read any public Instagram profile, posts, reels, stories, followers, comments, transcripts or hashtag. Read-only and not your account: nothing to connect, paid per call from credit. Once connected, OpenClaw can read and act on Instagram public data from chat — pairing, token refresh, and tool wiring handled for you.
The usual route to Instagram 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 Instagram public data setup: install one ClawHub skill, connect Instagram public data in the browser, and OpenClaw can call real Instagram 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 Instagram public data.
1Install 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 Instagram public data
Enter your account details in the dashboard.
- 3
Use it from chat
Ask OpenClaw: "What can you do with Instagram 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-pluginThen 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 Instagram public data in the ClawLink dashboard — enter your Instagram public data account details once.
Verify the connection by asking OpenClaw:
Use Instagram public data to instagramdata user 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 loginlogin opens the same browser approval and stores a credential locally. Once Instagram public data is connected in the dashboard, that agent calls the same 18 Instagram public data tools over MCP. Full setup for MCP clients and shell agents: connect apps to any AI agent.
Instagram public data MCP for OpenClaw
Looking for a Instagram public data MCP server for OpenClaw? ClawLink connects Instagram public data to OpenClaw and exposes 18 Instagram public data tools your agent can call over MCP, with hosted auth and nothing to run or maintain yourself. Using Hermes instead? The Hermes Instagram public data integration works the same way.
What the OpenClaw Instagram public data integration can do
18 Instagram public data tools are ready for OpenClaw once the account is connected.
All 18 Instagram public data tools for OpenClaw
| Tool | What it does |
|---|---|
User profile instagramdata_user_profile | Public profile by username |
User posts instagramdata_user_posts | An account's recent posts |
User reels instagramdata_user_reels | An account's recent reels |
Post info instagramdata_post_info | One post or reel by shortcode or URL |
Post comments instagramdata_post_comments | Comments on a post |
Hashtag posts instagramdata_hashtag_posts | Posts under a hashtag |
Search users instagramdata_search_users | Search accounts by keyword |
Similar users instagramdata_similar_users | Accounts similar to one account |
Transcript instagramdata_transcript | Transcript of a reel or video (up to 2 minutes) |
Search reels instagramdata_search_reels | Search reels by keyword |
User stories instagramdata_user_stories | An account's live stories |
User highlights instagramdata_user_highlights | An account's story highlights |
Highlight items instagramdata_highlight_items | The stories inside one highlight |
User followers instagramdata_user_followers | A page of an account's followers |
User following instagramdata_user_following | A page of accounts an account follows |
Tagged posts instagramdata_tagged_posts | Posts an account is tagged in |
Post likers instagramdata_post_likers | Accounts that liked a post |
Comment replies instagramdata_comment_replies | Replies under one comment |
Try it: find the Instagram public data tool you need
Browse the 18 Instagram public data tools
Click any tool to see exactly what OpenClaw can do and copy a ready-to-use prompt.
Example prompts
Use Instagram public data to instagramdata user profile and walk me through the result in plain English.
Use Instagram public data to instagramdata user posts and walk me through the result in plain English.
Use Instagram public data to instagramdata user reels and walk me through the result in plain English.
Use Instagram public data to instagramdata post info 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 Instagram public data working from chat.
| Manual | ClawLink | |
|---|---|---|
| Setup flow | Collect and store the right Instagram 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 Instagram public data without custom integration screens. |
| Ongoing maintenance | You own refresh logic, permission debugging, environment config, and every provider-specific edge case for Instagram 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 Instagram public data actions to the runtime in a format your agent can reliably use. | 18 tools for Instagram public data are already exposed through ClawLink, so the agent can read and act from chat immediately. |
ClawLink vs. Composio
Composio also exposes Instagram 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 Instagram public data in the browser, and the 18 tools above work from chat. There is no SDK and no config file, and the Instagram 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 Instagram public data skill but can't call the tools
The ClawHub skill teaches OpenClaw about Instagram public data, but the calls run through the ClawLink plugin and your connected account. Make sure Instagram 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 Instagram 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 Instagram public data tools
Instagram 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 Instagram 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.
Instagram 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 Instagram public data. Basic and token-based integrations tend to fail on formatting mistakes or limited account roles.
FAQ
Is there a OpenClaw Instagram public data integration?
Yes. ClawLink is the fastest way to connect OpenClaw to Instagram public data: link your Instagram public data account once in the browser and OpenClaw can call the Instagram public data API through 18 ready-made tools — no custom code or token handling.
How do I add Instagram public data to OpenClaw with ClawLink?
Paste the setup prompt from this page into OpenClaw. It installs the ClawLink Instagram public data skill from ClawHub, then you click Connect in the dashboard to authorize Instagram public data. OpenClaw calls the tools from the next message — no config files, and the Instagram public data key you paste is stored server-side instead of in your environment.
How long does it take to connect Instagram public data to OpenClaw?
About two minutes. Sign in, click Connect next to Instagram public data in the dashboard, authenticate, and OpenClaw can use it from the next chat message.
Why use ClawLink instead of wiring Instagram public data up myself?
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 Instagram public data working from chat.
OpenClaw installed the Instagram public data skill but can't call the tools
The ClawHub skill teaches OpenClaw about Instagram public data, but the calls run through the ClawLink plugin and your connected account. Make sure Instagram 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.
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