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kcbdev

Morocco Open Data MCP

by kcbdev

search_knowledge_graph

Query the Morocco knowledge graph to retrieve entities and relationships using a search term and optional entity type filter.

Instructions

Search the Morocco knowledge graph for entities and relationships

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYesSearch query
typeNoEntity type filter (organization, person, location, event)
Behavior2/5

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

With no annotations, the description carries full burden for behavioral disclosure. It only mentions searching for entities/relationships but omits details like scope, limitations, or whether it modifies data. This is insufficient for an agent to understand side effects or constraints.

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?

The description is a single concise sentence, with no wasted words. It could be slightly expanded for clarity, but it remains efficient and front-loaded.

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?

The tool has no output schema, so the description should explain return format or behavior. It does not mention what the search returns (e.g., list of entities, relationships, confidence scores), leaving the agent guessing. This is incomplete for a search tool.

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 description coverage is 100%; each parameter has a brief description. The tool description adds domain-specific context ('Morocco knowledge graph', 'entities and relationships'), which enhances understanding beyond the schema.

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 the verb 'Search' and the resource 'Morocco knowledge graph for entities and relationships', which distinguishes it from sibling data retrieval tools like 'get_city_coordinates' or 'search_cities'. However, it could be more specific about what constitutes entities and relationships.

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 'search_datasets' or 'search_cities'. The description only states what it does without any 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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