Skip to main content
Glama
ecidk

Research Insights MCP Server

by ecidk

track_signal_usage

Record usage events from Signal platform to track views, shares, citations, and exports.

Instructions

Record usage events from Signal platform

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
export_batch_idYes
usage_eventYes
usage_detailsNo
Behavior2/5

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

No annotations are provided, and the description does not disclose behavioral traits like whether it's a write operation, if it requires specific permissions, or any side effects. The agent is left guessing.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is extremely concise at 8 words, but it lacks necessary detail. While not verbose, it sacrifices informativeness for brevity.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness1/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool's complexity (3 parameters, nested object, no output schema, no annotations), the description is severely incomplete. It fails to explain return behavior, usage context, or parameter details.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters1/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

With 0% schema description coverage and no annotation, the description 'Record usage events from Signal platform' adds no meaning to the three parameters (export_batch_id, usage_event, usage_details). The agent cannot infer their roles.

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 'Record usage events from Signal platform' clearly states the action and resource, but does not differentiate from sibling tools like audit_data_usage or track_cohort_over_trends, which have similar purposes.

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 guidance on when to use this tool versus alternatives, such as export_to_signal for exporting data or audit_data_usage for auditing. Lacks context on prerequisites or exclusions.

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

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/ecidk/mcp-research-insights'

If you have feedback or need assistance with the MCP directory API, please join our Discord server