Live Web Content

What it grounds

Ground agents in the live text of any web page so answers cite real, current page content instead of stale training data.

Ways to ground with it

Ground answers in real data

Enable Live Web Content and it becomes a tool your agent calls over MCP to check itself against live data before it answers — grounding the response instead of guessing.

On the same endpoint and key

Live Web Content rides the one VerveContext MCP endpoint alongside 300+ other sources, so adding it to an agent is a toggle, not an integration.

Traceable and current

The agent pulls live web content at answer time and can carry the source with the result, so the reasoning stays current and auditable.

Connect over MCP

Point your agent framework at the VerveContext endpoint. Every enabled source — this one included — becomes a tool the model can call. No per-source plumbing.

context.json

{
  "mcpServers": {
    "vervecontext": {
      "url": "https://api.vervecontext.com/v1/mcp",
      "headers": { "x-api-key": "vc_live_••••" }
    }
  }
}

# “websitetotext” is now a tool your agent can call

Facts your agent can cite

Each call returns structured fields your agent can read — and trace back to this source.

date
description
title
title_alt
text
language
publisher
url

Live Web Content, answered

How to ground an agent in it over MCP.

How do I give my agent Live Web Content?

Enable it on VerveContext and point your agent framework at the VerveContext MCP endpoint. Live Web Content then appears to the model as a tool named websitetotext, which it calls when a task needs it — no per-source plumbing.

Which agents and frameworks can use it?

Any MCP client — Claude, Cursor, LangChain, and custom agents all speak the Model Context Protocol. Live Web Content is exposed as a standard tool, so nothing source-specific is required.

Can the agent cite Live Web Content?

Yes. Live Web Content is verifiable factual grounding — every value the agent pulls can carry Live Web Content as its source, so a person (or another system) can trace where the fact came from.

How many credits does a Live Web Content call cost?

Each call costs 10 credits. Scoped keys let you grant an agent only the sources it should reach, and usage logs show exactly what was pulled to ground each answer.

How current is the data?

Live Web Content is served live from APIVerve's production data engine and pulled at the moment the agent calls it, so answers reflect the world now rather than the model's training cutoff.

Where does the data come from, and what shows on my bill?

VerveContext runs on APIVerve, our production data engine; Live Web Content is one of 300+ sources on the same key. Invoices and card statements show APIVERVE.

Ground answers in real data

On the same endpoint and key

Traceable and current

Live Web Content, answered

Ground your agents in Live Web Content. Connect over MCP, enable the source, and every answer carries its receipts.

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