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search_investors

Read-only

Find VCs and angel investors by stage, sector, or geography. Credits are deducted per search.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo
titleNoinvestor
industryNo
locationNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed4 schema fields changed
    • removedInput schema / properties / industry / description
      Removed value: -"Sector focus, e.g. 'SaaS', 'fintech', 'AI', 'healthcare'"
    • removedInput schema / properties / limit / description
      Removed value: -"Number of investors to return (max 25)"
    • removedInput schema / properties / location / description
      Removed value: -"City, state, or country, e.g. 'San Francisco', 'NYC', 'London'"
    • removedInput schema / properties / title / description
      Removed value: -"Investor role: 'investor', 'partner', 'managing director', 'angel'"
  2. Changed4 schema fields changed
    • addedInput schema / properties / industry / description
      Added value: +"Sector focus, e.g. 'SaaS', 'fintech', 'AI', 'healthcare'"
    • addedInput schema / properties / limit / description
      Added value: +"Number of investors to return (max 25)"
    • addedInput schema / properties / location / description
      Added value: +"City, state, or country, e.g. 'San Francisco', 'NYC', 'London'"
    • addedInput schema / properties / title / description
      Added value: +"Investor role: 'investor', 'partner', 'managing director', 'angel'"
  3. Changed2 schema fields changed
    • changedInput schema / properties / limit / default
      Previous value: -20New value: +5
    • changedInput schema / properties / limit / maximum
      Previous value: -50New value: +25
  4. First observed

TDQS

A3.8/5.0
Behavior4/5

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

Annotations already mark the tool as read-only and non-destructive; the description adds important cost information ('Credits are deducted per search'), which is valuable behavioral context beyond the annotations.

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

Conciseness5/5

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

The description is two short sentences with no redundancy. Every word adds value: the purpose and the cost warning are both front-loaded and clear.

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

Completeness3/5

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

For a simple search tool, the description provides core purpose and cost but omits parameter semantics and output expectations. Given no output schema and minimal annotations, it is adequate but leaves room for more detail.

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

Parameters2/5

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

Schema description coverage is 0%, so the description must compensate. It roughly maps 'sector' to industry and 'geography' to location, but leaves 'limit' and 'title' unexplained, and mentions 'stage' which has no corresponding schema parameter.

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

Purpose5/5

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

The description clearly states the tool finds VCs and angel investors, with a specific verb ('Find') and criteria (stage, sector, geography). This distinguishes it from sibling tools like search_companies and search_contacts.

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

Usage Guidelines3/5

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

The use case is implied (when you need investors), but there is no explicit guidance on when to prefer this over alternatives or when not to use it. No exclusions or alternative tool references are provided.

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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