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APonkratov

Yandex Tracker MCP Server

by APonkratov

Search Entities

entities_search
Read-only

Find Yandex Tracker projects, portfolios, or goals using field-value filters, sorting, and pagination.

Instructions

Search Yandex Tracker projects, portfolios, or goals with filters and sorting.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
pageNoPage number to return, default is 1
inputNoSubstring to search for in entity names
fieldsNoAdditional entity fields to include in each result
filterNoField-value filters using Entities API keys, for example {'entityStatus': 'in_progress', 'followers': 'notEmpty()'}
order_byNoEntity field key used for sorting
per_pageNoThe number of items per page. May be decreased if results exceed context window. If there is a change in per_page argument - retrieval must be started over with page = 1, as the paging could have changed.
order_ascNoSort ascending when true, descending when false
root_onlyNoReturn only entities without a parent
entity_typeYesEntity type: project, portfolio, or goal

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
hitsYes
pagesYes
valuesYes
Behavior3/5

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

Annotations already declare readOnlyHint=true, and the description's 'Search' aligns with that. The description adds no extra behavioral context (e.g., pagination, result limits), so it meets the baseline but does not exceed it.

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?

A single, focused sentence that immediately conveys the tool's core function. No filler or redundant phrasing.

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?

Given the rich input schema (all params documented), readOnlyHint annotation, and presence of an output schema, the description adequately covers the tool's purpose. Additional behavioral details are already captured in the schema, so the description is sufficient.

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 description coverage is 100%, so baseline is 3. The description mentions 'filters and sorting' which maps to filter/order_by params, but does not add meaning beyond the schema's detailed parameter descriptions.

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 a specific action ('Search') on a defined resource ('Yandex Tracker projects, portfolios, or goals') and mentions key capabilities (filters, sorting). This distinguishes it from sibling tools like entity_get (single entity fetch) and issues_find (issue search).

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 implies usage for searching across entity types, and the context is clear. It does not explicitly exclude alternatives or mention when not to use, but the action and resource are unambiguous enough for an agent to infer applicability.

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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