• DATA
  • SPEED
  • LOGIC
  • HUMAN

How to perform structured web searches with your AI

Connect Nimbleway to your agent to turn messy search results into clean, usable data.

Ask AI about this page

Short answer

How can I get structured data from web searches?

Your agent uses search_web to pull specific information directly into a structured format. You get the exact data points you need without the manual browsing. This breakdown shows what you get.

The results

Where your data lands

The search results move from raw web data to organized inputs for your agent.

DATA

Cleaned information

The agent receives specific values and fields rather than raw HTML or link lists. This makes it easy to feed the data into a spreadsheet or database.

SPEED

Reduced browsing

Your agent skips the step of clicking every single result to find a single fact. It pulls the relevant details in one pass.

LOGIC

Ready for reasoning

Because the data is structured, your agent can immediately start analyzing patterns or performing calculations. It doesn't waste context window on junk text.

HUMAN

Review required

You still need to check the final output for accuracy. The AI provides the data, but you decide if it meets your specific requirements.

The workflow

What your AI does when a search is requested.

The agent stops guessing and starts extracting.

  1. Identify targets

    Your agent determines exactly which data points it needs to find on the web.

    search_web

  2. Execute search

    The agent calls the tool to scan the web for the requested information.

    search_web

  3. Parse results

    The tool converts the messy web content into a structured format your agent understands.

    search_web

  4. Deliver data

    The structured information is handed back to your agent for the next task.

    search_web

Try it

Copy these to start.

Use these prompts to trigger a structured search immediately.

Starting points

Replace the bracketed text with your specific search targets.

Nimbleway Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_XYkQNoCBJIX2uN14umVVJNn1oe6cSfTAsucoa2j7/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Nimbleway capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "nimbleway-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_XYkQNoCBJIX2uN14umVVJNn1oe6cSfTAsucoa2j7/mcp"
    }
  }
}
Copy into chat04

  • Search for the current stock price of NVIDIA and return it as a JSON object.

  • Find the top five most recent news headlines about SpaceX and list them with their publication dates.

  • Look up the technical specifications for the latest MacBook Pro and organize the data into a table.

  • Search for the contact information of the marketing director at Acme Corp and provide it in a list.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Nimbleway once, then ask.

Click the link to connect your MCP. Your credentials stay encrypted, and you can start searching right away in your preferred client.

Connect Nimbleway to your AI

FAQ

How the search behaves

  • 01

    Does the AI browse the web like a human does?

    No. It uses search_web to pull specific data points directly into a structured format instead of clicking through pages.

  • 02

    Can the AI buy things or sign up for accounts?

    No. This MCP is for retrieving and organizing web data, not for performing transactions or account management.

  • 03

    Will the AI update my local files automatically?

    No. The AI provides the structured data to you, but you are responsible for saving or moving that data into your files.

  • 04

    Can I define the schema for the data I want?

    Yes. You can tell your agent exactly how you want the information organized, such as a list, a table, or a JSON object.

  • 05

    Does this work with any AI client?

    Yes, as long as you are using an MCP-compatible client like Claude, Cursor, or Windsurf.

  • More questions about Nimbleway? The Connector page answers them. See everything the Nimbleway Connector can do

Connect Nimbleway to Claude, Cursor, ChatGPT & more