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Documentation Index

Fetch the complete documentation index at: https://docs.bulkgrid.com/llms.txt

Use this file to discover all available pages before exploring further.

There are two good ways to evaluate Bulkgrid.

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Path 1: Use the Playground first

Use the dashboard Playground if you want to validate the product before writing integration code. The Playground supports:
  • Crawl
  • Deep Crawl
  • Extract
  • Search
Read Playground Quickstart.

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Path 2: Connect the MCP server

Use the MCP setup path if you want tools like VS Code, Cursor, Claude, or Codex to search Bulkgrid-indexed content. 
export BULKGRID_API_KEY='bg_live_your_api_key'
export BULKGRID_MCP_URL='https://your-bulkgrid-base-url/api/v1/mcp'

npx -y @bulkgrid/cli init --all
Read MCP Server.

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Path 3: Use the API first

Use the API-first path if you already know you want to integrate Bulkgrid programmatically.

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1. Set environment variables

export BULKGRID_API_KEY='bg_live_your_api_key'
export BULKGRID_BASE_URL='https://your-bulkgrid-base-url'

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2. Make your first search request

curl "$BULKGRID_BASE_URL/api/v1/search" \
  -H 'Content-Type: application/json' \
  -H "x-api-key: $BULKGRID_API_KEY" \
  -d '{
    "query": "Bulkgrid documentation",
    "limit": 5
  }'

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3. Create an extraction run

curl "$BULKGRID_BASE_URL/api/v1/extract" \
  -H 'Content-Type: application/json' \
  -H "x-api-key: $BULKGRID_API_KEY" \
  -d '{
    "urls": ["https://example.com"],
    "query": "Extract the company name and product summary",
    "schema": {
      "type": "object",
      "properties": {
        "companyName": { "type": "string" },
        "productSummary": { "type": "string" }
      }
    }
  }'

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4. Poll the run and fetch results

  • GET /api/v1/runs/{runId}
  • GET /api/v1/runs/{runId}/results