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Glama

search_aops

Read-onlyIdempotent

Find Adverse Outcome Pathways by text query to support AOP discovery and scientific review.

Instructions

Search Adverse Outcome Pathways by text query.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
textNo
limitNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultsYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.10.0

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, idempotentHint=true, and openWorldHint=true, covering the safety and idempotency profile. The description adds nothing beyond that, such as ranking behavior, whether an empty/null text lists everything, or the effect of limit.

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 no filler and no trailing explanation, so it is efficiently structured. It is arguably under-specified rather than over-long.

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?

An output schema exists, so return values need no explanation, and annotations cover safety. What is missing is everything an agent needs to call it correctly: the meaning of a null/omitted text, the limit semantics, and how results relate to the other AOP retrieval tools.

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 carries full responsibility for parameter meaning. 'By text query' loosely maps to the text parameter, but it never addresses that text is nullable with a null default (is it list-all?) or what limit does.

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 specific verb (Search) and resource (Adverse Outcome Pathways) with the method (text query), so the agent knows the operation. However, it does nothing to distinguish itself from siblings like get_aop, get_related_aops, or the many list_* tools that also surface AOP data.

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?

There is no guidance on when to use this search versus get_aop or get_related_aops, nor on what a text query matches. The agent must infer the routing decision entirely on its own.

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