NAICS

What it grounds

Ground agents in the official NAICS 2022 classification so industry answers cite the exact code and definition.

Ways to ground with it

One call to the ground truth

Let an agent call NAICS for a trusted reference value instead of recalling it imperfectly — the answer comes from live data, with the source attached.

Replace the model's stale memory

Reference facts drift; enable naicslookup so the agent looks them up at answer time and cites where they came from.

Auditable facts

Every reference the agent uses carries NAICS as its origin, so a person can verify it.

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_••••" }
    }
  }
}

# “naicslookup” 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.

count
results
notFound

NAICS, answered

How to ground an agent in it over MCP.

How do I give my agent NAICS?

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

Can the agent cite NAICS?

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

How many credits does a NAICS call cost?

Each call costs 2 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?

NAICS 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 2,125 codes.

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

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

Ground alongside

Browse all sources

One call to the ground truth

Replace the model's stale memory

Auditable facts

NAICS, answered

Other ways to use NAICS

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

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