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Latest events (firehose)

latest_events
Read-only

The newest events across every source (awards, trades, filings, bills, orders, themes), with provenance. Optional filters by category, ticker or source id.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMax events, 1-25 (default 20)
sourcesNoComma-separated source ids from /api/wire
tickersNoComma-separated tickers
categoriesNoComma-separated categories, e.g. contract,trade,filing

Schema Changelog

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

  1. First observed

TDQS

A3.6/5.0
Behavior3/5

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

The readOnlyHint annotation already covers safety, and the description adds useful context about cross-source scope and provenance. It does not describe pagination, sorting details, or response shape, but for a read-only feed the added context is adequate.

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?

Two concise, front-loaded sentences cover the tool's scope, provenance, and optional filters with no filler. Every sentence contributes useful information.

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 tool with four optional, fully documented parameters and no required inputs, the description plus schema is mostly complete. It could be stronger with explicit return-format context, but the absence of an output schema makes this a minor gap.

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 the schema already documents all four parameters. The description only restates the filter options at a high level without adding meaning beyond the schema property names.

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?

The description clearly identifies the tool as returning the newest events across all sources, listing example categories and mentioning optional filters. It is distinguishable from source-specific siblings like congressional_trades or executive_orders, though it does not explicitly name an alternative.

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

Usage Guidelines3/5

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

Usage is implied: the phrase 'newest events across every source' suggests this is the broad firehose tool, and the optional filters hint at narrowing results. However, there is no explicit guidance about when to prefer a specialized sibling tool or when not to use this one.

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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