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Cyoda-platform

Cyoda Calculation Node MCP

Official

search_find_all

Retrieve all entities of a specified type by providing the entity model name and optional version parameter.

Instructions

Find all entities of a specific type using entity_service.find_all().

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
entity_modelYesThe type of entity to retrieve (e.g., 'laureate', 'subscriber', 'job')
entity_versionNoThe entity model version (default: from config)1

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior1/5

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

No annotations are provided, and the description fails to disclose any behavioral traits such as read-only nature, pagination, rate limits, or potential side effects. The agent has no insight into the tool's behavior beyond the basic action.

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

Conciseness3/5

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

The description is a single concise sentence, but it lacks sufficient detail to be informative. It is not verbose, but its brevity results in under-specification.

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

Completeness2/5

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

Given the lack of annotations and output schema details, the description fails to set expectations about return format, data limits, or any other relevant context. The tool finds all entities, which could return large datasets, yet this is unaddressed.

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 the description adds no extra meaning beyond the schema's parameter descriptions. Baseline of 3 applies as per criteria for high coverage.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states it finds all entities of a specific type using a specific method. However, it does not differentiate from sibling tools like entity_list_entities_tool or search_search, which have overlapping functionality.

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

Usage Guidelines2/5

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

No guidance is provided on when to use this tool versus alternatives such as entity_list_entities_tool or search_search. The description merely states what it does without context or exclusions.

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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