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This integration is done by treating Firecrawl Search as an external API: register and configure a skill in ClawHub, choose whether to use an API key or OAuth for authentication, store credentials as secrets, implement skill handlers that make authenticated REST calls to Firecrawl, validate any incoming webhooks using HMAC/signature verification, and move durable state or background jobs outside the agent runtime. Below are concrete design steps, security considerations, and working code snippets (replace placeholder endpoints/headers with Firecrawl’s actual values).
Authorization: Bearer <API\_KEY>. Works when Firecrawl supports token-based API keys.
<b>//</b> Node.js example: call Firecrawl Search using an API key
const fetch = require('node-fetch');
async function searchFirecrawl(query) {
const apiKey = process.env.FIRECRAWL_API_KEY; <b>//</b> store as a secret in ClawHub
const resp = await fetch('https://api.firecrawl.example/v1/search', {
method: 'POST',
headers: {
'Content-Type': 'application/json',
'Authorization': `Bearer ${apiKey}`
},
body: JSON.stringify({ query })
});
if (!resp.ok) {
const body = await resp.text();
throw new Error(`Firecrawl ${resp.status}: ${body}`);
}
return resp.json();
}
<b>//</b> OAuth token exchange (server-side): exchange code for tokens
const fetch = require('node-fetch');
async function exchangeCodeForTokens(code) {
const tokenUrl = 'https://auth.firecrawl.example/oauth/token'; <b>//</b> replace with Firecrawl token endpoint
const res = await fetch(tokenUrl, {
method: 'POST',
headers: { 'Content-Type': 'application/x-www-form-urlencoded' },
body: new URLSearchParams({
grant_type: 'authorization_code',
code,
client_id: process.env.FIRECRAWL_CLIENT_ID,
client_secret: process.env.FIRECRAWL_CLIENT_SECRET,
redirect_uri: process.env.FIRECRAWL_REDIRECT_URI
})
});
if (!res.ok) throw new Error(await res.text());
return res.json(); <b>//</b> contains access_token, refresh_token, expires_in
}
<b>//</b> Express example: verify HMAC-SHA256 webhook signature
const express = require('express');
const crypto = require('crypto');
const app = express();
app.use(express.json());
app.post('/webhook/firecrawl', (req, res) => {
const secret = process.env.FIRECRAWL_WEBHOOK_SECRET; <b>//</b> store securely
const signatureHeader = req.get('x-firecrawl-signature'); <b>//</b> replace with actual header name Firecrawl uses
const payload = JSON.stringify(req.body);
const expected = crypto.createHmac('sha256', secret).update(payload).digest('hex');
try {
const sigBuf = Buffer.from(signatureHeader, 'utf8');
const expBuf = Buffer.from(expected, 'utf8');
if (sigBuf.length !== expBuf.length || !crypto.timingSafeEqual(sigBuf, expBuf)) {
return res.status(401).send('invalid signature');
}
} catch (e) {
return res.status(401).send('invalid signature');
}
<b>//</b> Process webhook payload (enqueue work, notify skill, etc.)
res.status(200).send('ok');
});
This describes an explicit, verifiable integration path: configure credentials in ClawHub, make authenticated REST calls from the skill, validate webhooks, persist tokens and long-running state externally, and observe the usual debugging steps (logs, inspect API responses, verify scopes/headers, check signatures).
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1
Direct answer: A 401 means authentication failed—most commonly an invalid/expired API token, wrong Authorization header, or the token wasn't wired into the OpenClaw runtime/ClawHub skill. Fix by verifying the Firecrawl token, ensure it has required scopes/audience, store it as an environment variable or secret in ClawHub, and confirm the connector sends Authorization: Bearer <token>. Check OpenClaw logs and test the token with curl.
# <b>//</b> quick token sanity check
curl -s -D - https://api.firecrawl.example/register \
-H "Authorization: Bearer $FIRECRAWL_TOKEN"
2
Short answer: fetch the Firecrawl index mapping and compare it to the fields your OpenClaw skill emits and the Claw Query DSL being generated; reconcile by either changing the index mapping (reindexing or adding runtime fields), or updating the DSL to use the correct field names/types (use .keyword, numeric fields, date formats or casts) and validate with logs and mapping fetches.
// GET mapping
curl -s -X GET "http://firecrawl:9200/products/_mapping"
// Example change: use keyword for exact terms
{ "term": { "category.keyword": "tools" } }
3
Increase the HTTP client timeout and add retries with exponential backoff in the connector/sync code and ensure the OpenClaw agent/runtime connector configuration (or environment variables) reflects longer network timeouts; also reduce page size or concurrency so Firecrawl Search responds before timeout.
Where to change: update the connector’s HTTP client timeout in your skill code, set retry/backoff logic in the same skill, and raise any connector timeout values provided by ClawHub or the agent runtime via environment variables.
Example (Node.js) — timeout + retries:
``` const fetch = require('node-fetch'); // simple retry with abort timeout async function fetchWithRetry(url, opts={}, retries=3, timeout=10000){ // // timeout in ms for(let i=0;i<=retries;i++){ const controller = new AbortController(); const timer = setTimeout(()=>controller.abort(), timeout); try{ const res = await fetch(url, {...opts, signal: controller.signal}); clearTimeout(timer); if(res.ok) return res; if(res.status>=500) throw new Error('server'); return res; }catch(err){ clearTimeout(timer); if(i===retries) throw err; await new Promise(r=>setTimeout(r, Math.pow(2,i)*1000)); // exponential backoff } } } ```4
Direct answer: Stop duplicates by ensuring each connector emits a single canonical document ID or by routing ingestion through one deduplication step: choose one indexer as primary (disable the other's write), or normalize IDs (source+path/hash) so Firecrawl and Claw Indexer produce the same stable ID and the indexer upserts rather than inserts.
// JavaScript: stable ID generator
const crypto = require('crypto');
function stableId(source, path, mtime){
// Creates deterministic id from source, path and mod-time
return crypto.createHash('sha256').update(source+'|'+path+'|'+String(mtime)).digest('hex');
}
This prompt helps an AI assistant understand your setup and guide you through the fix step by step, without assuming technical knowledge.
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