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Instagram Data

Get posts for an Instagram hashtag

instagram_hashtag
Read-only

Get posts for an Instagram hashtag. Recent posts under a hashtag and its total post count. Page with cursor.

Cost: 1 credit.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
tagYesHashtag, with or without #.
cursorNonext_cursor from the previous page of the same request.

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 and openWorldHint=true, so safety is covered. The description adds genuinely useful context beyond annotations: the cost (1 credit) and that results are paged via cursor. However it does not disclose page size or rate-limit behavior.

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?

Three short sentences, zero waste: purpose, return content, pagination, and cost are all front-loaded and unambiguous.

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?

With no output schema, the description usefully indicates what comes back (recent posts and total post count) and that it pages via cursor. It omits page size limits and any indication of ordering, but is otherwise sufficient for a simple read tool.

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%, so the schema already documents 'tag' (with/without #) and 'cursor' (next_cursor from previous page). The description adds no syntax or format detail beyond that, 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 and resource ('Get posts for an Instagram hashtag') and clarifies the return content (recent posts plus total post count). It is distinguishable from siblings like instagram_place_posts or instagram_search by resource, though it does not explicitly name which sibling to use instead.

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?

There is no explicit when-to-use guidance or comparison against the many adjacent siblings (instagram_search, instagram_tagged, instagram_place_posts). 'Page with cursor' implies pagination but the description never states conditions, prerequisites, 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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