Live web access for AI agents

The problem with agent web access today

Most web access tools for agents return raw HTML or unstructured markdown with no signal about quality. An agent has no way to distinguish a fact from a navigation link, or a confident extraction from a guess. It treats everything as equally reliable and makes downstream errors accordingly.

The second problem is onboarding friction. If every agent deployment requires a human to sign up for an API key, agent-native products are impossible to build. You need keys that agents can provision themselves, within a rate limit, without a human in the loop.

How SuperScraper fits

One API purpose-built for agents: structured output with confidence scores, a hosted MCP server, and self-provisioning keys.

Plug in via MCP or call the API directly

Add the MCP server in one config block, or call /v1/scrape directly with a confidence threshold your agent can act on.

claude_desktop_config.json

{
  "mcpServers": {
    "superscraper": {
      "command": "npx",
      "args": ["superscraper-mcp"],
      "env": {
        "SS_API_KEY": "your-api-key"
      }
    }
  }
}

Or call the API from your agent code and branch on confidence:

const res = await fetch('https://superscraper-production-1381.up.railway.app/v1/extract', {
  method: 'POST',
  headers: {
    'Authorization': `Bearer ${process.env.SS_API_KEY}`,
    'Content-Type': 'application/json',
  },
  body: JSON.stringify({
    url: 'https://example.com/product',
    schema: {
      productName: 'string',
      price: 'number',
      availability: 'string',
    },
  }),
});

const data = await res.json();

if (data._confidence > 0.85) {
  // High confidence, use directly
  return data;
} else {
  // Low confidence, flag for human review
  return { ...data, _needsReview: true };
}

For natural-language tasks, route through /v1/chat:

curl -X POST https://superscraper-production-1381.up.railway.app/v1/chat \
  -H "Authorization: Bearer $SS_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "message": "Get me the pricing plans from stripe.com/pricing",
    "conversationId": "agent-session-abc123"
  }'

# Response includes schema preview + structured rows + cost estimate

Frequently asked questions