Cash Flow

What it grounds

Ground enterprise agents in verifiable SEC cash flow data — operating cash flow, free cash flow and conversion metrics — so liquidity 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 Cash Flow and it calls the cashflow 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 Cash Flow as its origin, so a human can trace where the number came from.

Fresh at answer time

Because the model pulls cash flow 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_••••" }
    }
  }
}

# “cashflow” 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

Cash Flow, answered

How to ground an agent in it over MCP.

How do I give my agent Cash Flow?

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

Can the agent cite Cash Flow?

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

How many credits does a Cash Flow 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?

Cash Flow 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; Cash Flow 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

Cash Flow, answered

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

Scaling up?