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Read what Andru knows about you

get_founder_context
Read-only

The context behind every step: use this when the person asks what Andru is, or what it knows about them or their company. Andru is the person's enterprise buyer specialist. Returns their profile, product, and memory grouped as What I Know, Patterns I've Noticed and How You Operate.

Tool call template

This tool declares no required parameters. Add optional parameters from the input schema as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {},
    "name": "get_founder_context"
  }
}

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.1/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true, so mutation risk is settled, and the description adds what the agent would otherwise not know: the return content is grouped into 'What I Know, Patterns I've Noticed and How You Operate,' which is valuable since no output schema exists. It does not explain the openWorldHint=true implication or whether the memory set is scoped/limited, which is the remaining gap.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Three sentences, tight and readable, with the trigger condition and the return grouping both stated. The opening fragment 'The context behind every step:' is a tagline that does not add information and could be cut.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With no parameters, no output schema, and annotations covering the safety profile, the description carries the remaining burden well by explaining both the invocation trigger and the shape of the returned memory groups. Nothing an agent needs in order to call this correctly is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The tool takes zero parameters, so the baseline is 4; there is nothing parameter-wise for the description to compensate for and it correctly says nothing about inputs.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description uses a specific verb+resource framing ('returns their profile, product, and memory') and names the entity it describes (Andru, the person's enterprise buyer specialist). It is clear what the tool does, though it never contrasts itself with adjacent read tools like whoami, get_icp_profile, or get_memory_history.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It gives a concrete trigger: 'use this when the person asks what Andru is, or what it knows about them or their company.' That is clear usage context, but there are no exclusions and no named alternatives in a sibling set that contains several overlapping memory/profile readers, so the agent must infer routing on its own.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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