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deyikong

SendGrid MCP Server

by deyikong

Search Contacts

search_contacts

Search contacts using query conditions like email pattern. Retrieve matching contacts without creating a segment. Supports pagination.

Instructions

Search for contacts using query conditions without creating a segment

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYesSearch query using segment conditions (e.g., 'email LIKE "@example.com"')
page_sizeNoNumber of results to return (max 100)
page_tokenNoToken for pagination
Behavior2/5

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

No annotations are provided, so the description carries the full burden. It only discloses that no segment is created, but omits behavioral traits like read-only nature, necessary permissions, pagination behavior, or any side effects. This is insufficient for a search tool.

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?

The description is a single, well-structured sentence that immediately conveys the core functionality and a key differentiator. No unnecessary words.

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?

With no output schema and no annotations, the description should provide more context about return values, pagination, limitations, or typical usage. The current description leaves significant gaps for an AI agent to understand the tool's full behavior.

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 clear descriptions, including an example for the query parameter and a max value for page_size. The description adds no additional parameter meaning beyond the schema, so baseline 3 is appropriate.

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 it searches contacts using query conditions and notes it does not create a segment. This differentiates from segment creation tools but not from the sibling search_contacts_by_emails.

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

Usage Guidelines3/5

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

The 'without creating a segment' phrase implies when not to use it (for creating segments), but there is no explicit guidance on when to use this tool over alternatives like search_contacts_by_emails. Usage is implied via the query parameter description.

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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