FI

fireflies-webhooks-events

Securely process Fireflies.ai transcript webhooks with HMAC-SHA256 signature verification.

Install

mkdir -p .claude/skills/fireflies-webhooks-events && curl -L -o skill.zip "https://agentskills.codes/api/skills/download/8766" && unzip -o skill.zip -d .claude/skills/fireflies-webhooks-events && rm skill.zip

Installs to .claude/skills/fireflies-webhooks-events

Activation

This is the description your AI agent reads to decide when to run this skill — the better it matches your request, the more reliably it fires.

Implement Fireflies.ai webhook receiver with HMAC signature verification
72 charsno explicit “when” trigger
Intermediate

Key capabilities

  • Handle Fireflies.ai webhook events for real-time transcript notifications
  • Verify HMAC-SHA256 signature of incoming webhooks
  • Process transcription completed events
  • Fetch and process the full transcript after notification
  • Extract action items and route them to downstream systems
  • Support per-upload webhooks for specific audio files

How it works

This skill sets up an HTTPS endpoint to receive Fireflies.ai webhook events, verifies the HMAC-SHA256 signature, and then processes the event payload to fetch and analyze the meeting transcript.

Inputs & outputs

You give it
Fireflies.ai webhook event payload with HMAC-SHA256 signature
You get back
Processed transcript data, extracted action items, and notifications

When to use fireflies-webhooks-events

  • Setting up Fireflies webhook endpoints
  • Implementing HMAC signature verification
  • Building meeting transcript data pipelines
  • Handling transcription-ready notifications

About this skill

Fireflies.ai Webhooks & Events

Overview

Handle Fireflies.ai webhook events for real-time transcript notifications. Fireflies fires a webhook when a transcript finishes processing. The payload is signed with HMAC-SHA256 for verification.

Prerequisites

  • Fireflies.ai Business or Enterprise plan
  • FIREFLIES_API_KEY and FIREFLIES_WEBHOOK_SECRET in environment
  • HTTPS endpoint accessible from the internet

Webhook Event Reference

Fireflies currently fires one event type:

EventeventType ValueTrigger
Transcription completed"Transcription completed"Transcript is fully processed and ready

Payload Format

{
  "meetingId": "ASxwZxCstx",
  "eventType": "Transcription completed",
  "clientReferenceId": "be582c46-4ac9-4565-9ba6-6ab4264496a8"
}
FieldTypeDescription
meetingIdStringTranscript ID -- use in transcript(id:) query
eventTypeStringAlways "Transcription completed" currently
clientReferenceIdIDYour custom ID from uploadAudio (null if bot-recorded)

Important Constraints

  • Webhooks fire only for meetings you own (organizer_email matches your account)
  • Super Admin webhooks (Enterprise only) fire for all team-owned meetings

Instructions

Step 1: Register Webhook in Dashboard

  1. Go to app.fireflies.ai/settings
  2. Select Developer settings tab
  3. Enter your HTTPS webhook URL
  4. Enter or generate a 16-32 character secret
  5. Save

Step 2: Build Webhook Receiver with Signature Verification

import express from "express";
import crypto from "crypto";

const app = express();

// IMPORTANT: Use raw body for HMAC verification
app.post("/webhooks/fireflies",
  express.raw({ type: "application/json" }),
  async (req, res) => {
    const signature = req.headers["x-hub-signature"] as string;
    const rawBody = req.body.toString();

    // Verify HMAC-SHA256 signature
    if (!signature || !verifySignature(rawBody, signature)) {
      console.warn("Rejected webhook: invalid signature");
      return res.status(401).json({ error: "Invalid signature" });
    }

    // Acknowledge immediately -- process async
    res.status(200).json({ received: true });

    const event = JSON.parse(rawBody);
    console.log(`Webhook: ${event.eventType} for meeting ${event.meetingId}`);

    // Process in background
    processTranscriptReady(event.meetingId, event.clientReferenceId)
      .catch(err => console.error("Webhook processing failed:", err));
  }
);

function verifySignature(payload: string, signature: string): boolean {
  const secret = process.env.FIREFLIES_WEBHOOK_SECRET!;
  const expected = crypto
    .createHmac("sha256", secret)
    .update(payload)
    .digest("hex");
  return crypto.timingSafeEqual(
    Buffer.from(signature),
    Buffer.from(expected)
  );
}

Step 3: Fetch and Process the Transcript

const FIREFLIES_API = "https://api.fireflies.ai/graphql";

async function processTranscriptReady(meetingId: string, clientRefId?: string) {
  const res = await fetch(FIREFLIES_API, {
    method: "POST",
    headers: {
      "Content-Type": "application/json",
      Authorization: `Bearer ${process.env.FIREFLIES_API_KEY}`,
    },
    body: JSON.stringify({
      query: `
        query GetTranscript($id: String!) {
          transcript(id: $id) {
            id title date duration
            organizer_email
            speakers { name }
            sentences { speaker_name text start_time end_time }
            summary {
              overview
              action_items
              keywords
              short_summary
            }
            meeting_attendees { displayName email }
          }
        }
      `,
      variables: { id: meetingId },
    }),
  });

  const json = await res.json();
  if (json.errors) throw new Error(json.errors[0].message);

  const transcript = json.data.transcript;
  console.log(`Processing: "${transcript.title}" (${transcript.duration}min)`);
  console.log(`Speakers: ${transcript.speakers.map((s: any) => s.name).join(", ")}`);
  console.log(`Action items: ${transcript.summary?.action_items?.length || 0}`);

  // Route to downstream systems
  await Promise.all([
    storeTranscript(transcript),
    createTasksFromActionItems(transcript),
    notifyTeam(transcript),
  ]);
}

async function storeTranscript(transcript: any) {
  // Store in your database
  console.log(`Stored transcript: ${transcript.id}`);
}

async function createTasksFromActionItems(transcript: any) {
  const items = transcript.summary?.action_items || [];
  for (const item of items) {
    console.log(`Task created: ${item}`);
    // await taskManager.create({ title: item, source: transcript.title });
  }
}

async function notifyTeam(transcript: any) {
  // Send Slack/email notification
  const summary = transcript.summary?.short_summary || transcript.summary?.overview;
  console.log(`Notification: "${transcript.title}" -- ${summary}`);
}

Step 4: Per-Upload Webhook (Alternative)

Instead of dashboard-level webhook, include a webhook URL in uploadAudio:

await fetch(FIREFLIES_API, {
  method: "POST",
  headers: {
    "Content-Type": "application/json",
    Authorization: `Bearer ${process.env.FIREFLIES_API_KEY}`,
  },
  body: JSON.stringify({
    query: `
      mutation($input: AudioUploadInput) {
        uploadAudio(input: $input) { success title message }
      }
    `,
    variables: {
      input: {
        url: "https://storage.example.com/recording.mp3",
        title: "Client Call 2026-03-22",
        webhook: "https://api.yourapp.com/webhooks/fireflies",
        client_reference_id: "order-12345",
      },
    },
  }),
});

Step 5: Test Webhook

set -euo pipefail
# Test by uploading a short audio file
curl -s -X POST https://api.fireflies.ai/graphql \
  -H "Authorization: Bearer $FIREFLIES_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "query": "mutation($input: AudioUploadInput) { uploadAudio(input: $input) { success message } }",
    "variables": { "input": { "url": "https://example.com/test-audio.mp3", "title": "Webhook Test" } }
  }' | jq .
# The webhook will fire when transcription completes (usually 2-5 minutes)

Error Handling

IssueCauseSolution
Webhook not firingURL not saved in dashboardRe-register at app.fireflies.ai/settings
Invalid signatureSecret mismatchVerify secret matches dashboard value
Missing meetingIdMalformed payloadLog raw body, check Fireflies status
Webhook only fires for some meetingsOwner-only constraintWebhooks fire only for your meetings
clientReferenceId is nullBot-recorded meetingOnly set on uploadAudio calls

Output

  • HTTPS webhook endpoint with HMAC-SHA256 signature verification
  • Automatic transcript fetch on completion events
  • Action item extraction and downstream routing
  • Per-upload webhook support for custom tracking

Resources

Next Steps

For deployment setup, see fireflies-deploy-integration.

When not to use it

  • When webhooks are not for meetings you own
  • When `clientReferenceId` is needed for bot-recorded meetings

Prerequisites

Fireflies.ai Business or Enterprise planFIREFLIES_API_KEY and FIREFLIES_WEBHOOK_SECRET in environmentHTTPS endpoint accessible from the internet

Limitations

  • Webhooks fire only for meetings the user owns
  • Super Admin webhooks (Enterprise only) fire for all team-owned meetings
  • clientReferenceId is null if the meeting was bot-recorded

How it compares

This skill automates the secure reception and processing of Fireflies.ai transcript notifications, unlike manually checking for transcript availability or processing unverified data.

Compared to similar skills

fireflies-webhooks-events side by side with the closest alternatives in the catalog.

SkillInstallsUpdatedSafetyDifficulty
fireflies-webhooks-events (this skill)027dCautionIntermediate
apify-ultimate-scraper03moReviewIntermediate
telegram-bot-builder1066moReviewIntermediate
chrome-devtools417moReviewIntermediate

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