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Find Operations

find_operations
Read-onlyIdempotent

Search for available Markifact operations that can be executed by the authenticated user.

Workflow: find_operations → get_operation_inputs → run_operation (read-only) or run_write_operation (when requires_approval: true). After selecting an operation_id, always call get_operation_inputs next. Never call run_operation / run_write_operation without first inspecting the schema via get_operation_inputs. Input shapes, nested objects, and field names vary per operation and cannot be guessed. Returned operation IDs are registry-backed Markifact operation IDs, not arbitrary action names.

Returns JSON with matching operations containing operation_id, description, and app metadata.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMaximum results to return (default 5).
queryNoKeyword search over operation ids and descriptions. Use two to four words: the app name plus the entity or action, e.g. "meta ads list ads", "gtm create tag". Long sentences match too many operations. If the expected operation is not in the results, search again with a shorter query or a higher limit before concluding it does not exist.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes

Schema Changelog

Changes observed during successful MCP inspections.

No schema history has been recorded yet.

TDQS

A4.4/5.0
Behavior4/5

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

Annotations already declare readOnly, idempotent, non-destructive and closed-world, so the safety profile is covered. The description adds real behavioral context beyond that: the IDs are registry-backed rather than arbitrary action names, and the mandatory schema-inspection step before execution. It does not discuss pagination or result-ordering behavior, so it stops short of a 5.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Purpose is front-loaded and the workflow/constraint sentences each carry distinct operational value. Slightly dense with several imperative lines, but nothing is redundant with the schema.

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?

An output schema exists, so return fields need not be enumerated, yet the description still names the key returned fields (operation_id, description, app metadata). Combined with annotations and full schema coverage, an agent has everything needed to select and invoke it correctly.

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% and both parameters carry detailed in-schema descriptions (limit default, query phrasing guidance). The description adds no parameter information of its own, so the baseline 3 is appropriate.

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+resource ('Search for available Markifact operations') plus a scoping condition ('that can be executed by the authenticated user'). This clearly distinguishes it from siblings like get_operation_inputs and run_operation.

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 chain (find_operations → get_operation_inputs → run_operation/run_write_operation), states the selection rule for read vs write ('when requires_approval: true'), and forbids calling run tools without first inspecting the schema. It also tells the agent how to recover when a query misses.

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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