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vc_list

List venture capital firms in UAE and MENA region by stage and sector. Optionally filter by stage (pre-seed to growth) and sector (e.g., fintech) for targeted results.

Instructions

List active UAE / MENA VCs by stage and sector.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
stageNoOptional stage focus, one of: pre_seed, seed, series_a, series_b, growth.
sectorNoOptional sector substring (e.g., "fintech", "saas").

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior2/5

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

With no annotations provided, the description carries the full burden of disclosing behavior. It only states what the tool does but does not mention any behavioral traits such as data freshness, authentication requirements, rate limits, or side effects. The term 'active' is left undefined.

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 a single, concise sentence with no wasted words. It is front-loaded with the primary action and resource, efficiently communicating the tool's function.

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

Completeness4/5

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

Given the tool's low complexity (2 optional parameters, output schema present), the description covers the essential purpose and scope (UAE/MENA). The output schema likely documents return values, so additional detail is not strictly required, but some context on 'active' could improve completeness.

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

Parameters3/5

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

The description reiterates the parameters ('by stage and sector') but adds no new meaning beyond the schema, which already has 100% coverage with detailed descriptions for both parameters. Baseline of 3 is appropriate.

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 verb 'List', the resource 'active UAE / MENA VCs', and the filtering criteria 'by stage and sector'. It is specific and unambiguous, effectively conveying the tool's purpose.

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

Usage Guidelines2/5

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

The description does not provide any guidance on when to use this tool versus alternatives (e.g., accelerator_search). It lacks explicit when-to-use or when-not-to-use instructions, leaving the agent without context for tool selection.

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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