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ecidk

Research Insights MCP Server

by ecidk

export_to_signal

Export validated insights to Signal platform, with optional filters for validation status: validated, needs review, or rejected.

Instructions

Prepare validated insights for Signal platform export

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
export_batch_nameYes
validation_status_filterNo
Behavior2/5

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

No annotations provided, so description must fully disclose behavior. It only says 'Prepare validated insights' but does not explain if it exports, creates files, or just queues. Lacks details on effects, permissions, or side effects.

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?

Extremely short and no fluff, but it is under-specified. Could expand slightly without being verbose.

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

Completeness2/5

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

Given only two parameters, no output schema, and no annotations, the description is inadequate. It does not explain the export process, output, or how to handle the tool's result.

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?

Schema description coverage is 0%, so description must compensate. It fails entirely to explain the parameters export_batch_name or validation_status_filter, leaving the agent without usage context beyond the schema.

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 mentions 'export' and 'Signal platform', clearly identifying the destination and action. However, the verb 'Prepare' is slightly vague; 'Export' would be more direct. It differentiates from sibling tools like export_to_productboard by specifying Signal.

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 other export tools or validation tools. Missing context like prerequisite that insights must be validated or how export_batch_name is obtained.

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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