IP Demographics

What it grounds

Ground agents in verifiable IP-based demographics — GeoIP plus Census income, education and housing — so audience answers rest on real data.

Ways to ground with it

Resolve identifiers to real detail

Let an agent call IP Demographics to expand an ID into full, structured detail from live data — grounding enrichment steps in fact, not recall.

Enrich mid-workflow

Wire ipdemographics into an agent so it pulls the fields it's missing at the moment it needs them, each traceable to the source.

Auditable enrichment

Every detail the agent adds carries IP Demographics as its origin, keeping the pipeline verifiable.

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_••••" }
    }
  }
}

# “ipdemographics” 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.

ip
location
demographics
acsYear
formatted

IP Demographics, answered

How to ground an agent in it over MCP.

How do I give my agent IP Demographics?

Enable it on VerveContext and point your agent framework at the VerveContext MCP endpoint. IP Demographics then appears to the model as a tool named ipdemographics, 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. IP Demographics is exposed as a standard tool, so nothing source-specific is required.

Can the agent cite IP Demographics?

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

How many credits does a IP Demographics call cost?

Each call costs 5 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?

IP Demographics 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. It draws on GeoIP + Census.

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

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

Resolve identifiers to real detail

Enrich mid-workflow

Auditable enrichment

IP Demographics, answered

Ground your agents in IP Demographics. Connect over MCP, enable the source, and every answer carries its receipts.

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