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sandipprajapatiinic

Website Intelligence MCP

analyze_links

Analyze hyperlinks on a public webpage to uncover internal/external targets, broken URLs, and link structure for SEO and technical audits.

Instructions

Analyze the links on a webpage

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
urlYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv1.0.0

TDQS

C2.7/5.0
Behavior2/5

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

No annotations are provided, so the description carries the full behavioral burden. It does not disclose whether this is read-only, whether it fetches the page or uses a cached copy, whether it follows redirects, or what the analysis output contains (internal vs external, counts, broken links). Only the barest read implication is present.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

One short, front-loaded sentence with no filler or redundancy. It is efficient, though its brevity comes at the cost of substance rather than being earned conciseness.

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 and no annotations, the description should at minimum sketch what 'analyze' returns for links. As written, an agent knows the target but not the result shape or scope, leaving the definition under-specified for a tool whose only structured field is a bare URL.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 0% and there is a single required parameter whose semantics are undocumented. The phrase 'on a webpage' weakly implies the url targets an HTML page, but adds no format, protocol, or example detail beyond the schema's format:uri.

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 (Analyze) and resource (the links on a webpage), which cleanly separates it from siblings like analyze_images, analyze_meta, and analyze_headings. It does not explicitly name or contrast against those siblings, but the resource noun alone is enough for an agent to route correctly.

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 guidance on when to choose this tool versus the other analyze_* tools, no prerequisites, and no exclusions. The agent must infer that 'links' means anchor/href extraction rather than, say, link integrity or navigation structure.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.