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get_related
Read-only

Traverse the ESG Hub knowledge graph from a page (record ID or permalink) and return connected records grouped by edge type. Use to explore how concepts interconnect; to read a page's content use get_esg_page. Read-only.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
edge_typeNoOptional filter: only return edges of this type
record_idYesPage record ID (e.g., 'page:abc123') or permalink/slug

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
totalYes
record_idYes
edge_typesYes
edges_groupedYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.9/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and openWorldHint=false, so 'Read-only' is redundant with structured data. The description does add genuinely non-annotation context: traversal semantics and the grouping of results by edge type. It omits depth limits, pagination, or behavior when no edges exist.

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?

Two compact sentences, front-loaded with the action and return shape, followed by routing guidance. No filler, though 'Read-only' duplicates the annotation and consumes a clause.

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?

With an output schema present, return-value detail is unnecessary, and the description covers purpose, return grouping, and the key alternative. It is sufficient for an agent to select and call the tool correctly; only traversal-depth/pagination nuances are absent.

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?

Schema description coverage is 100%, so both parameters are already documented in the schema. The phrase 'grouped by edge type' loosely reinforces the edge_type filter, but no format or syntax detail is added beyond what the schema provides.

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 names a specific verb and resource ('Traverse the ESG Hub knowledge graph from a page') and states what it returns ('connected records grouped by edge type'). It also distinguishes itself from the sibling get_esg_page, so an agent can tell the two apart without opening schemas.

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 clear context ('Use to explore how concepts interconnect') and routes content-reading to the alternative, get_esg_page. There is no explicit statement of when not to use it, but the routing guidance is strong.

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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