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ecidk

Research Insights MCP Server

by ecidk

search_research_history

Searches historical research data to find records similar to a given query, using configurable timeframe and similarity threshold.

Instructions

Find similar past research

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYes
timeframeNolast_12_months
similarity_thresholdNo
Behavior2/5

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

With no annotations, the description must disclose behavioral traits but only states the purpose. It does not mention whether the tool is read-only, uses embeddings, or requires specific permissions, offering minimal transparency.

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

Conciseness2/5

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

The description is extremely short (four words), which is under-specification rather than conciseness. It lacks structure and fails to provide essential information, making it minimally useful.

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 three parameters, no output schema, and no annotations, the description is severely incomplete. The agent cannot infer return format, parameter constraints, or behavioral nuances, rendering the tool poorly defined for reliable invocation.

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 coverage is 0%, yet the description adds no meaning to the three parameters (query, timeframe, similarity_threshold). The agent has no understanding of how these parameters affect behavior, making the description completely inadequate for parameter semantics.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose3/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description 'Find similar past research' is vague. It states the action (find) and subject (research) but does not clarify what 'similar' means or differentiate from sibling tools like search_by_confidence or search_insights_by_scope.

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 is provided on when to use this tool versus alternatives. The description does not specify the kind of similarity (e.g., semantic or keyword) or indicate any conditions for use, leaving the agent without context for selection.

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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