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ecidk

Research Insights MCP Server

by ecidk

enrich_salesforce_account

Add research insights including feedback summaries, risk signals, and expansion opportunities to Salesforce account records from analysis of user research calls.

Instructions

Add research insights to Salesforce account records

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
account_idYes
insight_summaryNo
recent_feedbackNo
risk_signalsNo
expansion_opportunitiesNo
Behavior2/5

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

No annotations are provided, so the description must convey behavioral traits. It only says 'Add research insights', but does not disclose side effects (e.g., modifications to Salesforce records), required permissions, rate limits, or other important behaviors.

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 concise (one sentence) and front-loaded with key verb and resource. However, it sacrifices necessary detail; every sentence should earn its place, and this one provides minimal value beyond the name.

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 (5 parameters, nested object, no output schema, no annotations, 47 siblings), the description is drastically insufficient. It fails to explain parameters, return values, or usage context, making it incomplete 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?

The input schema has 5 parameters with 0% description coverage, yet the description adds no information about their meanings. Parameters like 'recent_feedback' and 'risk_signals' are left entirely unexplained, forcing the agent to guess.

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 states the tool's action ('Add') and resource ('research insights to Salesforce account records'), making the purpose evident. However, it does not differentiate from siblings like 'add_research_note' or 'create_customer_briefing', which could cause confusion.

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?

There is no guidance on when to use this tool versus alternatives, nor any prerequisites or exclusions. The description simply states what it does without providing context for appropriate usage.

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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