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IPIPAI MCP Server

IP Node Rating

rate_ip_node

Comprehensive rating for VPS, proxy nodes, and datacenter IPs. Returns overall score (0-100), grade (A+ to D), 5-star ratings for AI/streaming/stability/security/network, recommended use cases, and warnings.

Input Schema

NameRequiredDescriptionDefault
ipYesIP address to rate

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior3/5

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

No annotations are provided, so the description carries the full disclosure burden; it does usefully enumerate the response contents (score 0-100, grade, five star ratings, warnings), which compensates for the absent output schema. It says nothing about latency, external lookups, rate limits, or whether the rating is cached or deterministic — meaningful gaps for a scoring tool with no annotations.

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?

Two dense sentences: the first states what it rates, the second enumerates exactly what comes back. No filler and the purpose is front-loaded ahead of the return description.

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 does the work of describing return values in reasonable detail, and the single parameter is fully covered by the schema. The one material omission is disambiguation from the near-identical sibling score_ip_node, which leaves the agent's selection uncertain.

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?

There is a single required 'ip' parameter and schema description coverage is 100%, so the schema already documents it fully. The description adds only a hint of scope (VPS/proxy/datacenter) and no format, IPv4/IPv6 support, or CIDR guidance, 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?

Names a specific verb+resource ('rating' an 'IP node') and scopes it to VPS, proxy nodes, and datacenter IPs, which is more specific than a generic reputation check. However, it never distinguishes itself from the sibling score_ip_node, whose name suggests the same operation, so an agent cannot confidently choose between them from the description alone.

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 scope statement ('VPS, proxy nodes, and datacenter IPs') implies when the tool applies, but there is no explicit when-to-use/when-not guidance nor any reference to alternatives such as check_ip_reputation or score_ip_node. Usage must be inferred.

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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