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patwalls

pulse-mcp

by patwalls

profile

Retrieve public social media account metrics such as followers, following, posts, likes, and verified status by entering a profile URL; supports YouTube, TikTok, Instagram, X, Bluesky, and Mastodon.

Instructions

Get account-level metrics for a profile URL — { platform, handle, name, followers, following, posts, likes, verified, avatar }. Live: YouTube channels (subscribers), TikTok users (exact counts + total hearts), Instagram accounts (exact counts), X accounts (followers/following/posts), Bluesky accounts (exact counts), Mastodon accounts (exact, major instances). Threads/LinkedIn profiles need a login.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
urlYesThe profile URL (e.g. youtube.com/@handle, tiktok.com/@user, instagram.com/user).
Behavior3/5

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

No annotations are provided, so the description carries the behavioral disclosure burden. It mentions that some platforms require login and which have exact counts, but does not disclose rate limits, error handling, or side effects. The read-only nature is implied by 'Get...metrics'.

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?

The description is three sentences, front-loaded with the main purpose and fields, then platform-specific details. Every sentence adds value; no redundancy or filler.

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 simple tool with one parameter and no output schema, the description is reasonably complete, covering returned fields and platform nuances. It omits potential error conditions (e.g., invalid URLs) but is adequate for typical use.

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?

The single parameter 'url' is fully described in the schema with examples. The tool description does not add additional semantics beyond what the schema provides, but the schema itself is adequate. Score at baseline given 100% coverage.

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 tool retrieves account-level metrics for a profile URL and lists the returned fields. It does not explicitly differentiate from siblings like 'profile_batch' or 'metrics', but the purpose is specific and unambiguous.

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?

The description provides platform-specific usage notes (e.g., Threads/LinkedIn need login) but does not explicitly say when to use this tool over alternatives like 'profile_batch' or 'metrics'. Usage context is implied rather than explicit.

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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