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bulatko

vk-mcp-server

by bulatko

Search users

vk_users_search
Read-onlyIdempotent

Search VK users by name, filtered by city, country, sex, or age. Returns total matches; paginate with offset.

Instructions

Find VK users by name, optionally narrowed by city, country, sex or age. Returns matches with a total count; page through them with offset.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
qYesSearch query (name or keywords)
sexNoSex filter: 1 — female, 2 — male
cityNoCity ID to filter by
countNoNumber of results (max 1000)
age_toNoMaximum age
fieldsNoAdditional profile fields to return
offsetNoOffset for pagination
countryNoCountry ID to filter by
age_fromNoMinimum age

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
countNoTotal number of matches on VK, which is usually larger than the returned page
itemsYesMatching user profiles
paginationNoWhere this page sits in the whole result. Call the tool again with offset set to next_offset to continue; when next_offset is null there is nothing left to fetch.
Behavior4/5

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

Annotations already indicate read-only, idempotent, non-destructive. Description adds what is returned (matches with total count) and pagination behavior, enhancing understanding.

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?

Two sentences: first covers main action and optional filters; second covers return and pagination. Every word earns its place, no redundancy.

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

Completeness5/5

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

With output schema present, description sufficiently covers search, filters, pagination, and return type. No missing information for effective use.

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 has 100% coverage with descriptions for each parameter. Description adds context by summarizing optional filters and pagination, slightly more than 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 the tool finds VK users by name with optional filters. It distinguishes from sibling tools like vk_users_get which retrieves specific users.

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?

States optional narrowing by city, country, sex, or age, and mentions pagination. Lacks explicit when-not-to-use or alternatives, but adequate for typical search scenarios.

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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