How to connect Jigsawstack to OpenClaw
Connect Jigsawstack to OpenClaw with ClawLink: paste your Jigsawstack key once and 23 tools work from chat. No MCP server to run, nothing stored on your machine.
JigsawstackAPI KEYMCPJigsawStack provides a suite of custom small AI models integrated into scalable infrastructure, enabling developers to build AI-powered applications efficiently.. Once connected, OpenClaw can read and act on Jigsawstack from chat — pairing, token refresh, and tool wiring handled for you.
The usual route to Jigsawstack 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 Jigsawstack setup: install one ClawHub skill, connect Jigsawstack in the browser, and OpenClaw can call real Jigsawstack 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 Jigsawstack.
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 Jigsawstack
Paste your API key in the dashboard.
- 3
Use it from chat
Ask OpenClaw: "What can you do with Jigsawstack?"
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 Jigsawstack in the ClawLink dashboard — paste your Jigsawstack API key once.
Verify the connection by asking OpenClaw:
Use Jigsawstack to check nsfw 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 Jigsawstack is connected in the dashboard, that agent calls the same 23 Jigsawstack tools over MCP. Full setup for MCP clients and shell agents: connect apps to any AI agent.
Jigsawstack MCP for OpenClaw
Looking for a Jigsawstack MCP server for OpenClaw? ClawLink connects Jigsawstack to OpenClaw and exposes 23 Jigsawstack tools your agent can call over MCP, with hosted auth and nothing to run or maintain yourself. Using Hermes instead? The Hermes Jigsawstack integration works the same way.
What the OpenClaw Jigsawstack integration can do
23 Jigsawstack tools are ready for OpenClaw once the account is connected.
All 23 Jigsawstack tools for OpenClaw
| Tool | What it does |
|---|---|
Check nsfw jigsawstack_check_nsfw | Detect NSFW content in images |
Check profanity jigsawstack_check_profanity | Check text for profanity and inappropriate language |
Check spam jigsawstack_check_spam | Perform spam check analysis on text |
Check spelling jigsawstack_check_spelling | Check and correct spelling errors in text |
Classify content jigsawstack_classify_content | Classify text and image datasets using custom labels |
Convert HTML to any jigsawstack_convert_html_to_any | Convert HTML to images (PNG/JPEG/WEBP) or PDF, or capture website screenshots |
Create embedding v2 jigsawstack_create_embedding_v2 | Generate enhanced vector embeddings with speaker fingerprint support using the v2 model |
Create prediction jigsawstack_create_prediction | Forecast time series data using AI-powered prediction |
Detect objects jigsawstack_detect_objects | Recognize and identify objects within an image using computer vision AI |
Extract vocr jigsawstack_extract_vocr | Recognize, describe and retrieve data within images with great accuracy using Vision OCR |
Get search suggestions jigsawstack_get_search_suggestions | Get real-time search suggestions for a given query |
Get sentiment jigsawstack_get_sentiment | Retrieve sentiment analysis via GET request |
List prompts jigsawstack_list_prompts | List all prompts stored in the Prompt Engine |
Run prompt by ID jigsawstack_run_prompt_by_id | Execute a stored prompt using its prompt engine ID |
Scrape website jigsawstack_scrape_website | Scrape any website and extract structured data using AI-powered element prompts or CSS selectors |
Sentiment analysis jigsawstack_sentiment_analysis | Analyze text sentiment |
Summarize text jigsawstack_summarize_text | Generate concise, intelligent summaries of text or documents with AI |
Text to speech jigsawstack_text_to_speech | Convert text to natural-sounding speech |
Translate text jigsawstack_translate_text | Translate text from one language to another |
Web search jigsawstack_web_search | Perform AI-powered web search with AI overview and geo-aware results |
Create prompt jigsawstack_create_prompt | Create a new prompt in the Prompt Engine for reusable LLM interactions |
Create voice clone jigsawstack_create_voice_clone | Create a cloned voice for text-to-speech synthesis |
Image generation jigsawstack_image_generation | Generate images from text prompts |
Try it: find the Jigsawstack tool you need
Browse the 23 Jigsawstack tools
Click any tool to see exactly what OpenClaw can do and copy a ready-to-use prompt.
Example prompts
Use Jigsawstack to check nsfw and walk me through the result in plain English.
Use Jigsawstack to check profanity and walk me through the result in plain English.
Use Jigsawstack to check spam and walk me through the result in plain English.
Use Jigsawstack to check spelling and walk me through the result in plain English.
ClawLink vs. building it yourself
The alternative to ClawLink is usually manual API key setup 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 Jigsawstack working from chat.
| Manual | ClawLink | |
|---|---|---|
| Credential handling | Collect, validate, store, and rotate the Jigsawstack API key yourself, then make sure every tool call uses the right account. | Users complete the hosted ClawLink setup once and the connected Jigsawstack account becomes available to the agent without you building credential management. |
| Ongoing maintenance | You own refresh logic, permission debugging, environment config, and every provider-specific edge case for Jigsawstack. | 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 Jigsawstack actions to the runtime in a format your agent can reliably use. | 23 tools for Jigsawstack are already exposed through ClawLink, so the agent can read and act from chat immediately. |
ClawLink vs. Composio
Composio also exposes Jigsawstack 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 Jigsawstack in the browser, and the 23 tools above work from chat. There is no SDK and no config file, and the Jigsawstack 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 Jigsawstack skill but can't call the tools
The ClawHub skill teaches OpenClaw about Jigsawstack, but the calls run through the ClawLink plugin and your connected account. Make sure Jigsawstack 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 Jigsawstack 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 Jigsawstack tools
Jigsawstack 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 Jigsawstack 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.
Jigsawstack 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.
API key setup works but results look incomplete
Double-check that the API key for Jigsawstack has the right scopes or account access. A valid key can still be too limited for some reads or writes.
FAQ
Is there a OpenClaw Jigsawstack integration?
Yes. ClawLink is the fastest way to connect OpenClaw to Jigsawstack: link your Jigsawstack account once in the browser and OpenClaw can call the Jigsawstack API through 23 ready-made tools — no custom code or token handling.
How do I add Jigsawstack to OpenClaw with ClawLink?
Paste the setup prompt from this page into OpenClaw. It installs the ClawLink Jigsawstack skill from ClawHub, then you click Connect in the dashboard to authorize Jigsawstack. OpenClaw calls the tools from the next message — no config files, and the Jigsawstack key you paste is stored server-side instead of in your environment.
How long does it take to connect Jigsawstack to OpenClaw?
About two minutes. Sign in, click Connect next to Jigsawstack in the dashboard, authenticate, and OpenClaw can use it from the next chat message.
Why use ClawLink instead of wiring Jigsawstack up myself?
The alternative to ClawLink is usually manual API key setup 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 Jigsawstack working from chat.
OpenClaw installed the Jigsawstack skill but can't call the tools
The ClawHub skill teaches OpenClaw about Jigsawstack, but the calls run through the ClawLink plugin and your connected account. Make sure Jigsawstack 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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