İBB veri seti arama
istanbul_search_datasetsSearch the IBB open data catalog.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| limit | No | ||
| query | Yes | ||
| formats | No |
istanbul_search_datasetsSearch the IBB open data catalog.
| Name | Required | Description | Default |
|---|---|---|---|
| limit | No | ||
| query | Yes | ||
| formats | No |
Changes observed during successful MCP inspections.
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnly/idempotent/openWorld/non-destructive, so the safety bar is lower. The description adds nothing beyond the one-line purpose – no note on search behavior, result scoping, or empty-result handling.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
A single front-loaded sentence with no waste. Its terseness is a content gap, not a verbosity issue, so conciseness itself is fine.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a 3-param search tool with no output schema and no param docs, the description is too thin. It doesn't tell the agent what comes back (dataset list? IDs to feed into istanbul_get_dataset?) or how to use filters.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema coverage is 0%, so the description should carry the burden, yet it explains none of the three params. 'Search' loosely maps to `query`, but `limit` (max results?) and `formats` (allowed values like CSV/JSON?) are left completely ambiguous.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
Clear verb+resource: 'Search the IBB open data catalog'. But it doesn't distinguish from sibling catalog/datastore tools like istanbul_datastore_query or istanbul_query_resource, so it falls short of the 5 bar.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
No when-to-use guidance, no exclusions, and no mention of the alternative siblings (datastore_query, get_dataset). The agent must infer usage entirely.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Add one secure layer between your agents and this server.