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ZLeventer

salesforce-marketing-mcp

sf_run_soql

Execute raw SOQL queries directly against Salesforce to handle advanced data retrieval needs not covered by standard tools.

Instructions

Execute a raw SOQL query against Salesforce (escape hatch for advanced queries)

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
soqlYesSOQL query to execute
limitNoOverride LIMIT in query (appended if not present)
Behavior3/5

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

No annotations provided, so description bears full burden. It mentions 'raw SOQL query' but does not clarify read-only nature, error behavior, or governor limits.

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

Conciseness5/5

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

Single, front-loaded sentence that effectively communicates purpose and context with no wasted words.

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

Completeness3/5

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

Simple tool with no output schema; description omits details like valid SOQL syntax and return format, but adequate for an advanced 'escape hatch' use case.

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 coverage is 100% with descriptions for both parameters. Description adds no additional meaning beyond what schema provides, earning baseline 3.

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

Purpose5/5

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

Description clearly states 'Execute a raw SOQL query against Salesforce' using specific verb and resource. The 'escape hatch' phrase distinguishes it from standard query tools like sf_run_report or sf_list_objects.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The 'escape hatch for advanced queries' implies use when standard tools are insufficient, but does not explicitly list alternatives or conditions for when not to use.

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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