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smallest-inc

Smallest MCP Server

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by smallest-inc

add_audience_members

Add up to 10,000 contacts to an existing audience by providing an array of member objects. Each must include the audience's phone number column; duplicate phone numbers are ignored.

Instructions

Add members (contacts) to an existing audience. Each member must include the phone number column defined when the audience was created (use get_audience to check). Max 10,000 members per request. Duplicate phone numbers are skipped.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
audience_idYesThe audience ID to add members to
membersYesArray of member objects. Each must include the audience's phone number column. Example: [{ phoneNumber: '+14155551234', firstName: 'John' }]
Behavior3/5

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

No annotations are provided, so the description carries full burden. It discloses max members per request and duplicate skipping, but does not mention error handling, partial success, or idempotency. For a simple add tool, this is adequate but not exceptional.

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 three sentences, each serving a purpose: action, requirement, limits/behavior. No redundancy and front-loaded with the core action.

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

Completeness4/5

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

Given the low complexity (two parameters, no output schema), the description covers essential behavioral aspects. It could mention response format or error scenarios, but it is largely complete for its purpose.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, baseline 3. Description adds value by specifying the phone number column requirement and providing an example. It also recommends using get_audience to check, which is beyond schema info.

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?

The description clearly states 'Add members (contacts) to an existing audience' with a specific verb and resource. It distinguishes from sibling tools like delete_audience_members and search_audience_members by focusing on addition.

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 description provides clear context: prerequisites (check audience for phone column), limits (max 10,000), and behavior on duplicates (skipped). It does not explicitly state when not to use or list alternatives, but the context is sufficient.

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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