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get_related_signals

Read-onlyIdempotent

Follow the link graph from one signal to other signals about the same subject. Each link states the reason the link exists. An echo link marks the same story from several sources. A related link marks a similar signal in the same domain. A cross-domain link joins two domains. For example, a seismic record and a news headline name the same place. The two signals arrive from unrelated providers and meet only on the wire.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMaximum neighbours (default 5, max 10)
correlation_idYesCorrelation id of the signal to start from. Accepts either the full id or the short handle in column 2 of any CWF v3 row. Aliases accepted for robustness: id, signal_id.

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. Changed1 schema field changed
    • changedInput schema / properties / correlation_id / description
      Previous value: -"Correlation id of the signal to start from. Accepts either the full id or the short handle in column 2 of any CWF v3 row."New value: +"Correlation id of the signal to start from. Accepts either the full id or the short handle in column 2 of any CWF v3 row. Aliases accepted for robustness: id, signal_id."
  2. First observed

TDQS

A4.1/5.0
Behavior4/5

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

Annotations already mark the operation as read-only, so the description adds valuable behavioral context by defining how traversal works: each edge carries a link reason, and echo/related/cross-domain links have distinct semantics. The example also conveys that linked signals may come from independent providers.

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?

The description is front-loaded with the core purpose and efficiently defines the three link types. The seismic-record/news-headline example adds helpful intuition but is slightly longer than strictly necessary for invoking the tool.

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?

For a read-only graph traversal tool with two parameters and no output schema, the description gives enough context to select and invoke it. It explains the meaning of link categories and the starting point, though it does not explicitly cover what happens when no related signals exist.

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 input schema already covers both parameters thoroughly: correlation_id accepts full ids, short handles, and aliases, while limit documents its default and maximum. The description adds no parameter-level meaning beyond the schema, so the baseline score 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 names a specific action, resource, and scope: follow the link graph from one signal to other signals about the same subject. It clearly differentiates from likely siblings like get_signal and get_latest_signals by focusing on traversing semantic links rather than fetching or listing signals.

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?

The description makes clear that this tool is appropriate when you already have a signal correlation id and want other signals about the same subject through link traversal. It does not explicitly name when not to use it or mention alternatives, but the context is strong enough to route an agent toward it.

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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TDQS

A4.7/5.0
Disambiguation5/5

Each tool targets a distinct operation: the two facet-listing tools are explicitly differentiated as quick manifest vs exhaustive listing, and search_signals vs scope_signals is cleanly split between lexical search and facet filtering. The billing/payment tools also form a clear lifecycle with no overlapping responsibilities.

Naming Consistency5/5

All tools follow a consistent verb_noun snake_case pattern: get_* and list_* for reads, and action verbs like register_agent, open_payment, settle_payment, scope_signals, search_signals for operations. No mixed casing or inconsistent verb styles.

Tool Count5/5

15 tools is at the upper edge of the well-scoped range but each tool earns its place: five cover data retrieval, four cover discovery/metadata, and five cover identity/billing. No redundant or filler tools.

Completeness5/5

The surface covers the full workflow for the stated domain: discover vocabulary, search/scope the live wire, retrieve individual signals and related signals, compute fused products, register an identity, and purchase/activate a plan. The only apparent omissions, such as cancellation, are outside the described prepaid self-service flow.

Resources