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Sharan-Kumar-R

Social Media Scraper - Custom MCP Server

get_facebook_profile

Fetch Facebook profile data from a public URL to retrieve profile information for analysis, research, or lead generation.

Instructions

Fetch Facebook profile data for a given public URL.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
profile_urlYes
Behavior2/5

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

No annotations are provided, so the description carries full burden. It mentions 'public URL' hinting at accessibility, but does not disclose return format, authentication needs, error behavior, or rate limits. This is a significant gap for a fetch tool.

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 a single, front-loaded sentence with no filler. It efficiently communicates the core purpose, making it highly concise.

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

Completeness2/5

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

With no output schema or annotations, the description should explain what data is returned and any limitations. It doesn't. The sibling tools suggest different profile types, but this description doesn't clarify how this tool fits in, leaving the context incomplete.

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 schema has no description for 'profile_url', and the description only adds that it is a public URL. It does not clarify the expected format (e.g., full URL vs username) or any constraints, providing minimal compensation for the 0% schema 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 fetches Facebook profile data for a public URL, using a specific verb and resource. It distinguishes itself from siblings by platform (Facebook vs Instagram, personal, company), though it doesn't specify what 'profile data' includes.

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?

No explicit guidance on when to use this tool versus the sibling tools. The description only states what it does, not when to choose it over alternatives or any exclusions (e.g., not for private profiles).

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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