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A1 Yandex KIT MCP

A1 Yandex KIT MCP

Execute any KIT API operation

kit_request

Executes any Yandex KIT API operation by operationId when no dedicated tool exists, validating request bodies against the OpenAPI schema before sending live create, update, or delete calls.

Instructions

Escape hatch that executes ANY of the 178 Yandex KIT API operations by operationId, including operations without a dedicated tool. WARNING: this performs REAL calls against the live store — write operations (create/update/delete/archive) take effect immediately and there is no sandbox. Workflow: search_operations -> get_operation_schema -> kit_request. The request body is validated against the OpenAPI schema before sending (set validate=false to skip). If a mutation returns HTTP 429, LIMIT_EXCEEDED, timeout or another uncertain result, read back the complete affected resource before considering any repeat; never blindly replay the write.

Input Schema

NameRequiredDescriptionDefault
bodyNoJSON request body; get the exact shape from get_operation_schema("<OperationId>")
queryNoQuery-string parameters (e.g. page, per_page for paginated lists)
validateNoValidate body against the OpenAPI schema before sending (default true)
path_paramsNoValues for {placeholders} in the path, e.g. {"id": "123"}
operation_idYesOperation id in PascalCase, e.g. "GetProducts" (find it via search_operations)

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv1.3.0

TDQS

A4.6/5.0
Behavior5/5

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

With no annotations, the description carries the full burden and does so richly: warns calls hit the live store, writes take effect immediately with no sandbox, body is validated against the OpenAPI schema, and gives explicit guidance for 429/LIMIT_EXCEEDED/timeout (read back before replaying). This is unusually complete behavioral disclosure.

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?

Front-loads the escape-hatch purpose, then the live-store warning, then the workflow, then the replay caution. Every sentence adds distinct, decision-relevant information; no filler.

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?

For a complex 178-operation catch-all with no annotations and no output schema, it covers purpose, safety, workflow, validation, and error handling. It stops short of describing the response shape or error payloads, which is the main remaining gap.

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 the schema already documents operation_id, body, query, path_params, and validate. The description adds only marginal meaning — the validation workflow and the get_operation_schema pointer — which is largely echoed in the schema itself, so baseline 3 applies.

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?

States a specific verb and resource: executes any of 178 Yandex KIT API operations by operationId. Explicitly distinguishes itself from siblings as the fallback for operations without a dedicated tool, so an agent can route correctly without opening a schema.

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

Usage Guidelines5/5

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

Gives an explicit workflow (search_operations -> get_operation_schema -> kit_request) and states the exact condition selecting this tool: operations lacking a dedicated tool. Also states the validate=false escape option.

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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