How to connect Context.dev to OpenClaw
Connect Context.dev to OpenClaw with ClawLink: paste your Context.dev key once and 11 tools work from chat. No MCP server to run, nothing stored on your machine.


Context.dev provides web scraping, extraction, brand intelligence, monitoring, and structured web data APIs for AI applications.. Once connected, OpenClaw can read and act on Context.dev from chat — pairing, token refresh, and tool wiring handled for you.
The usual route to Context.dev 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 Context.dev setup: install one ClawHub skill, connect Context.dev in the browser, and OpenClaw can call real Context.dev 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 Context.dev.
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 Context.dev
Paste your API key in the dashboard.
- 3
Use it from chat
Ask OpenClaw: "What can you do with Context.dev?"
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 Context.dev in the ClawLink dashboard — paste your Context.dev API key once.
Verify the connection by asking OpenClaw:
Use Context.dev to extract structured web data 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 Context.dev is connected in the dashboard, that agent calls the same 11 Context.dev tools over MCP. Full setup for MCP clients and shell agents: connect apps to any AI agent.
Context.dev MCP for OpenClaw
Looking for a Context.dev MCP server for OpenClaw? ClawLink connects Context.dev to OpenClaw and exposes 11 Context.dev tools your agent can call over MCP, with hosted auth and nothing to run or maintain yourself. Using Hermes instead? The Hermes Context.dev integration works the same way.
What the OpenClaw Context.dev integration can do
11 Context.dev tools are ready for OpenClaw once the account is connected.
All 11 Context.dev tools for OpenClaw
| Tool | What it does |
|---|---|
Extract structured web data context_dev_extract_structured_web_data | Crawl relevant pages from a website and return data matching a caller-provided JSON Schema and |
Get brand context_dev_get_brand | Retrieve enriched brand identity, logos, colors, industry, and description using exactly one |
Get monitor limits context_dev_get_monitor_limits | Return the connected account's plan and current monitor usage versus its monitor limit |
Get webdb usage context_dev_get_webdb_usage | Return WebDB credit balance, period consumption, row count, storage, and per-collection usage |
Get website styleguide context_dev_get_website_styleguide | Extract a website's colors, typography, spacing, shadows, font assets, and common component |
List batches context_dev_list_batches | List and filter the connected account's asynchronous web batches from newest to oldest |
List monitors context_dev_list_monitors | List and filter the connected organization's web monitors, returning one cursor-controlled page |
List webdb collections context_dev_list_webdb_collections | List the connected account's WebDB collections and return one cursor-controlled page, including |
Parse file context_dev_parse_file | Convert an uploaded document, image, source file, or data file into LLM-usable Markdown |
Scrape webpage markdown context_dev_scrape_webpage_markdown | Render one public URL and return its main or CSS-selected content as Markdown |
Search brands context_dev_search_brands | Prefix-search Context.dev's existing brand index by company name or domain and return up to 10 |
Try it: find the Context.dev tool you need
Browse the 11 Context.dev tools
Click any tool to see exactly what OpenClaw can do and copy a ready-to-use prompt.
Example prompts
Use Context.dev to extract structured web data and walk me through the result in plain English.
Pull the relevant data from Context.dev, summarize it in plain English, and point out anything that needs attention.
Pull the relevant data from Context.dev, summarize it in plain English, and point out anything that needs attention.
Pull the relevant data from Context.dev, summarize it in plain English, and point out anything that needs attention.
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 Context.dev working from chat.
| Manual | ClawLink | |
|---|---|---|
| Credential handling | Collect, validate, store, and rotate the Context.dev API key yourself, then make sure every tool call uses the right account. | Users complete the hosted ClawLink setup once and the connected Context.dev 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 Context.dev. | 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 Context.dev actions to the runtime in a format your agent can reliably use. | 11 tools for Context.dev are already exposed through ClawLink, so the agent can read and act from chat immediately. |
ClawLink vs. Composio
Composio also exposes Context.dev 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 Context.dev in the browser, and the 11 tools above work from chat. There is no SDK and no config file, and the Context.dev 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 Context.dev skill but can't call the tools
The ClawHub skill teaches OpenClaw about Context.dev, but the calls run through the ClawLink plugin and your connected account. Make sure Context.dev 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 Context.dev 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 Context.dev tools
Context.dev 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 Context.dev 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.
Context.dev 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 Context.dev 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 Context.dev integration?
Yes. ClawLink is the fastest way to connect OpenClaw to Context.dev: link your Context.dev account once in the browser and OpenClaw can call the Context.dev API through 11 ready-made tools — no custom code or token handling.
How do I add Context.dev to OpenClaw with ClawLink?
Paste the setup prompt from this page into OpenClaw. It installs the ClawLink Context.dev skill from ClawHub, then you click Connect in the dashboard to authorize Context.dev. OpenClaw calls the tools from the next message — no config files, and the Context.dev key you paste is stored server-side instead of in your environment.
How long does it take to connect Context.dev to OpenClaw?
About two minutes. Sign in, click Connect next to Context.dev in the dashboard, authenticate, and OpenClaw can use it from the next chat message.
Why use ClawLink instead of wiring Context.dev 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 Context.dev working from chat.
OpenClaw installed the Context.dev skill but can't call the tools
The ClawHub skill teaches OpenClaw about Context.dev, but the calls run through the ClawLink plugin and your connected account. Make sure Context.dev 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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