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Go to the dashboard and create an ingest token. Then send a test event. Any HTTP client works — use whatever is easiest for your environment:

curl (simplest — no headers needed):
curl -X POST https://sulfur.sh/e/$YOUR_TOKEN/test -d "hello sulfur"

curl with JSON (structured):
curl -X POST https://sulfur.sh/e/$YOUR_TOKEN/test \
  -H "Content-Type: application/json" \
  -d '{"message":"hello sulfur"}'

PowerShell:
Invoke-RestMethod -Uri "https://sulfur.sh/e/$env:YOUR_TOKEN/test" -Method POST -Body "hello sulfur"

You should get a 202 with an event ID back immediately. Then create an MCP token and add it to Claude Desktop or Cursor — see the quickstart guide.

Ingest tokens (slf_pub_…) are write-only — they let your code POST events. Put them in environment variables alongside your Worker or Lambda.

MCP tokens (slf_mcp_…) are read-only — they let Claude or Cursor query your events. Put them in your AI client config file, never in application code.

A topic is a named stream of events — think of it as a label for where an event came from inside a project. You set it in the URL: /e/$TOKEN/my-worker creates a topic called my-worker automatically on first use. Use one topic per service, worker, deploy hook, or scheduled job.

Create an MCP token from the dashboard, then add this to ~/Library/Application Support/Claude/claude_desktop_config.json:

{ "mcpServers": { "sulfur": { "url": "https://mcp.sulfur.sh", "transport": "streamable-http", "headers": { "Authorization": "Bearer slf_mcp_YOUR_TOKEN" } } } }

Restart Claude Desktop. You can now ask it things like "any errors in my-worker in the last hour?" directly in chat.

Add an mcp.json file to your project root at .cursor/mcp.json:

{ "mcpServers": { "sulfur": { "url": "https://mcp.sulfur.sh", "headers": { "Authorization": "Bearer slf_mcp_YOUR_TOKEN" } } } }

The MCP tools will be available in any Cursor chat in that project.

The most common cause is a config file error. Check that:

1. The config file path is correct for your OS
2. The JSON is valid (no trailing commas)
3. You used an MCP token (slf_mcp_…), not an ingest token
4. You restarted Claude Desktop after editing the config

You can verify Claude loaded the tool by asking: "What MCP tools do you have available?"

ChatGPT supports custom GPT connectors, but MCP is not currently a supported protocol there. sulfur works with any client that speaks MCP over HTTP — today that includes Claude Desktop, Cursor, and other MCP-compatible tools. We'll update documentation as more clients add support.

Full event payloads via event_detail require the paid plan. On the free plan, Claude can describe error signatures and counts, but won't be able to show you the raw JSON body. Upgrade to unlock full payloads.

Check the time window. The free plan retains events for 72 hours, while paid keeps 14 days. Also verify your MCP token belongs to the same account and project context as your ingest token.

The paid plan capabilities exist today, but automated billing is not fully self-serve yet. For current upgrade handling, email hello@sulfur.sh from the account you want updated.

From the dashboard, find the token and click Revoke. Revocation is instant. You can create a new token at any time — this is useful if an ingest token is accidentally exposed in version control.

Email hello@sulfur.sh and we'll delete your account and all associated event data within 48 hours.