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search_ngos
Read-onlyIdempotent

Find NGOs (associations/foundations) on hangel by keyword, city, cause area or minimum transparency score.

Input Schema

NameRequiredDescriptionDefault
cityNoŞehir (ör. İstanbul, Ankara).
limitNoEn çok sonuç sayısı (varsayılan 20).
queryNoAd, kısa ad, çalışma alanı ya da hakkında metninde aranır.
minTransparencyNoEn düşük şeffaflık skoru (0-100).

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.4/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false and openWorldHint=false, so the safety profile is covered. The description adds that matching spans name, short name, cause area and about text, but says nothing about result ordering, total-count behavior, or the effect of omitting all filters.

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 front-loaded sentence with no filler; the resource and every filter dimension are packed in without redundancy.

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 read-only, annotation-covered search with a fully documented 4-parameter schema and no output schema, the description gives enough to call it correctly. It could still note that all parameters are optional and that omitting them returns an unfiltered list, which is the only real 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% (Turkish descriptions for city, query, minTransparency, limit, including the 0-100 range and the 50-result cap). The description's mention of keyword/city/cause area/transparency score merely mirrors those fields, adding no format or syntax detail beyond the schema, so the baseline 3 applies.

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?

States a specific verb (Find) and resource (NGOs / associations / foundations) plus the four filter dimensions, which separates it from generic siblings like search and search_products. It does not explicitly name a sibling it is not, so it stops short of a 5.

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?

The sentence describes what the tool searches but never says when to choose it over search, search_library or search_products, nor whether all filters are optional and it can be used as a plain listing. No exclusions or prerequisites are given; usage is only inferable from the resource name.

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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