Skip to main content
Glama

There's An AI For That

Search fundraises

search_fundraises
Read-only

Search the TAAFT catalog for AI company fundraising rounds.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo
queryYesCompany name associated with a fundraising round.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
fundraisesYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

C2.7/5.0
Behavior2/5

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

Annotations already declare readOnlyHint=true, destructiveHint=false, and openWorldHint=false, so the safety profile is covered. The description adds nothing beyond the purpose statement – no mention of result ordering, pagination, or what an empty result means.

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?

A single front-loaded sentence with zero filler; the verb and resource come first. It is concise, though the brevity comes at the cost of the missing detail noted elsewhere rather than being tightly informative.

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

Completeness2/5

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

With an output schema present, return values need not be explained, but the description still omits the 'limit' parameter and any routing against 27 sibling tools. For a two-parameter search tool this leaves real gaps for an agent choosing among the search_* family.

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 coverage is only 50%: the 'query' parameter is documented as a company name, but 'limit' (default 20, max 50) is undocumented in both schema and description. The description adds no meaning beyond the schema for either parameter.

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?

States a clear verb ('Search') and resource ('fundraising rounds') scoped to the TAAFT catalog of AI companies. An agent can tell what it returns, but the description offers no differentiation from siblings like search_companies or search_investors.

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?

No when-to-use guidance, no exclusions, and no mention of alternatives such as get_fundraise (single record) or search_investors (related entity). The agent must infer that this is for company-name-driven exploration of funding rounds.

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

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.