Earnings

What it grounds

Ground enterprise agents in verifiable SEC filing data — revenue, EPS, balance sheet and cash flow — so financial answers cite real 10-K numbers.

Ways to ground with it

Stop stale-number hallucinations

An agent asked about prices or rates will happily invent a figure. Enable Earnings and it calls the earnings tool to check the live number before it answers — so the reply rests on real data, not the model's memory.

Ground a research or trading assistant

Give a market assistant a source it can actually cite: every figure it reports carries Earnings as its origin, so a human can trace where the number came from.

Fresh at answer time

Because the model pulls earnings at the moment it responds, the answer reflects the market now — not whatever was true when the model was trained.

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_••••" }
    }
  }
}

# “earnings” 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.

ticker
company
cik
fiscalYear
fiscalQuarter
filingType
filingDate
periodEnd

Earnings, answered

How to ground an agent in it over MCP.

How do I give my agent Earnings?

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

Can the agent cite Earnings?

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

How many credits does a Earnings call cost?

Each call costs 1 credit. 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?

Earnings 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; Earnings is one of 300+ sources on the same key. Invoices and card statements show APIVERVE.

Stop stale-number hallucinations

Ground a research or trading assistant

Fresh at answer time

Earnings, answered

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

Scaling up?