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FOR AGENTS / MCP INTEGRATION

Company research. Through bounded tool calls.

Bring company and people research into your AI client. Search, inspect profiles, build shared lists, and review contact access through your Vencavo workspace.

Create your workspace Connect an AI client
THE CONTEXT ENGINE · Illustrative preview
Vencavo / agent workspace
CONCEPT PREVIEW
Claude CodeYOUR WORKSPACE

Give me company context for Forma Labs before my next call.

get_companyEXAMPLE TOOL CALL
{
  "id": "fictional-company-forma"
}

Company context, ready for the next step in your workflow.

STRUCTURED RESULT
{
  "company": "Forma Labs",
  "domain": "forma.example",
  "industry": "SaaS",
  "location": "San Francisco, US",
  "employees": "51–200",
  "source": "fictional-preview",
  "production_verified_at": null
}
Fictional records · No live MCP connection

DESIGN PRINCIPLES

From user intent to usable evidence.

  1. 01

    Inspect the tool contract

    The client uses the tool description and input schema to determine whether the operation fits the user’s request.

  2. 02

    Call with clear inputs

    A returned source ID or bounded structured search ties the call to the task. Agree on a page budget before spending shared credits.

  3. 03

    Preserve the evidence

    Structured results inform the answer. Keep source context and missing values visible in the research handoff.

BEYOND THE HAPPY PATH

Useful context includes
the edges of what is known.

These fictional states illustrate client behavior. Read the implemented error and retry contract for your workspace.

01
MATCHED

A usable record

Display the company identity and available fields. Keep source context beside the values.

forma.example → Forma Labs
02
NO MATCH

An unresolved identity

Ask for a better identifier or leave the account unresolved. A missing result is not a fabricated profile.

unknown.example → no sample match
03
MISSING FIELD

A visible unknown

Preserve unavailable values. Do not turn missing revenue or dates into zero or today.

production_verified_at → null
04
SERVICE ERROR

A deliberate recovery

Use the documented error and retry rules. Preserve the same operation key when retrying an uncertain paid request.

Correct invalid input; retry temporary failures safely
Explore provenance and missing-value rules ↗

Choose your next step.

All developer resources ↗
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A few useful details.

How do I connect my agent client?

Sign in at app.vencavo.com, select a workspace, and copy the resource address from MCP connections. Follow the MCP setup guide for your client. Client instructions distinguish documented setup from recorded acceptance.

Does this example call a model or service?

No. This browser preview uses predefined fictional records. To make authorized tool calls against the product, connect your workspace using the MCP setup guide.

Does a lookup authorize an external action?

No. Search and lookup provide research context. Sending messages or updating a CRM requires a separate supported integration and an explicit action policy.

BUILD WITH CONTEXT

Small, clear contracts.
More useful applications.

Read the implemented REST and MCP contracts, supported filters, and workspace permissions before connecting your client.

Create your workspaceRead the setup guide 100 welcome credits for eligible founders. No card needed to create an account.