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MrSagarShah

upload-post-mcp

by MrSagarShah

Get profile analytics

get_profile_analytics

Fetch followers, reach, views, likes, comments, and shares for a profile's connected platforms. Analyze performance across Instagram, TikTok, LinkedIn, and more.

Instructions

Fetch account-level metrics (followers, reach, views, likes, comments, shares...) for a profile's connected platforms.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
page_idNoFacebook Page ID — required for Facebook analytics.
page_urnNoLinkedIn organization URN/ID for page analytics (defaults to personal profile).
platformsYesComma-separated platforms: instagram, tiktok, linkedin, facebook, x, youtube, threads, pinterest, reddit.
profile_usernameYesUpload-post profile identifier.
Behavior3/5

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

No annotations provided, so description carries full burden. It states it fetches metrics implying read-only, but does not disclose if data is real-time, rate limits, or pagination behavior. Adequate for a simple fetch.

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?

Single sentence front-loading the purpose, no extraneous words, efficient and clear.

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

Completeness3/5

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

No output schema, and description gives a list of metrics but not the structure of the response (e.g., per platform or time period). Adequate but could be more complete.

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 coverage is 100%; all four parameters have descriptions in the schema. The description adds a list of metric types but does not add significant meaning beyond the schema.

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

Purpose5/5

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

Description uses specific verb 'Fetch' and resource 'account-level metrics' with a scope 'for a profile's connected platforms', clearly distinguishing from siblings like get_comments or list_media.

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

Usage Guidelines3/5

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

No explicit guidance on when to use this tool versus alternatives like get_comments, but the description implies it's for aggregated metrics rather than individual comments or media.

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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