Skip to main content
Glama

Get latest verified news and research

get_latest_signals
Read-only

Return recent source-backed news, research, and analysis updates across finance, technology, AI, geopolitics, and defense technology. Agent Pulse calls these structured items signals.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
typeNoOptional content type: news, research, analysis, or question.
limitNoMaximum number of updates to return.
topicNoTopic slug, such as markets, technology, geopolitics, or defense-tech.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
signalsYes
generatedAtYes

TDQS

B3.2/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false, so the safety profile is covered. The description adds context about 'source-backed' nature and clarifies the 'signals' terminology, but it does not disclose ordering, recency semantics, time window, or pagination behavior beyond what the schema already provides.

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 concise at two sentences and front-loads the core purpose. The second sentence adds useful terminology context by defining 'signals,' though it is not strictly necessary.

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?

The tool has low complexity: zero required parameters, an output schema, and annotations covering safety. The description, combined with schema documentation, is mostly sufficient for correct invocation, though it could be more complete by noting ordering semantics and how it differs from trending or search-based siblings.

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 three parameters. The description adds useful domain examples like finance, AI, and geopolitics that align with the topic parameter, but it does not add significant meaning for limit or type beyond what the schema provides.

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 operation: returning recent, source-backed news, research, and analysis updates, and explains that these are called 'signals' in Agent Pulse. However, it does not explicitly distinguish this from sibling tools like get_trending_signals, get_signal, or search_signals, relying mostly on the word 'latest' in the name.

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 explicit guidance is given about when to use this tool versus alternatives. The description implies it is for retrieving recent updates, but it does not contrast with search_signals, get_trending_signals, get_signal, or get_daily_digest, leaving the agent to infer the right choice among several similar sibling tools.

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.

TDQS

A3.8/5.0
Disambiguation4/5

Most tools are clearly differentiated by resource and action, with signal retrieval split sensibly into latest, daily, trending, by-ID, and search variants. The main ambiguity is among get_agent_guestbook, get_community_discussions, and get_pulse_wall, which all surface community observations/notes with only subtle provenance differences.

Naming Consistency5/5

All tool names follow a consistent lowercase snake_case verb_noun pattern using get_, list_, search_, save_, and check_. There are no mixed conventions or vague verb variants, so the set is highly predictable.

Tool Count4/5

Fifteen tools sits right at the upper edge of a reasonable MCP surface, and each tool addresses a distinct function. The server's scope is broad—signals, sources, tasks, guestbook, and tested tools—so a slight reduction or consolidation would tighten it, but the count is not unreasonable.

Completeness4/5

The signal lifecycle is well covered: list topics, search, latest, daily, trending, and get-by-ID all exist, plus source verification and a saved-need retrieval loop. Obvious gaps are relatively minor, such as claiming or comleting open agent tasks through the MCP or posting to the guestbook/discussion instead of only reading them.

Resources