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Subscribe to IndustryLens weekly briefings

subscribe_to_newsletter

Sign the user up for IndustryLens's weekly intelligence-report newsletter. Use this only after the user explicitly asks to subscribe — never subscribe an email without their direct, informed consent. The source argument is recorded for attribution and defaults to 'mcp'.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
emailYesThe email address the user explicitly asked to subscribe.
sourceNoWhere the request came from (e.g. 'mcp_claude_desktop'). Defaults to 'mcp'.

TDQS

A4.6/5.0
Behavior4/5

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

No annotations exist, so the description carries the full burden. It discloses that the action is a subscription, records the source for attribution, and defaults 'source' to 'mcp'. It does not describe the response or side effects (e.g., confirmation email), but the core behavior is transparent.

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 efficient sentences with no wasted words. The most critical information (action and consent rule) comes first; the source note adds necessary detail. Perfectly sized.

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?

Given the tool's simplicity (2 params, no nested objects, no output schema), the description covers the essential behavior and constraints. However, it could optionally mention what the tool returns (e.g., a confirmation or error). Still, it is largely complete for a subscription tool.

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

Parameters4/5

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

Schema coverage is 100%, providing basic descriptions for both parameters. The description adds value by explaining that 'source' is recorded for attribution and defaults to 'mcp', which is context beyond the schema's property description.

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?

The description clearly states 'Sign the user up for IndustryLens's weekly intelligence-report newsletter', using a specific verb and resource. This distinguishes it from sibling tools (all competitors/reports, not subscriptions), so the agent knows exactly what it does.

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

Usage Guidelines5/5

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

Explicitly says 'Use this only after the user explicitly asks to subscribe — never subscribe an email without their direct, informed consent.' This provides clear when-to-use and when-not-to-use guidance, along with an ethical constraint. Also mentions the source parameter's purpose.

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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TDQS

A4.3/5.0
Disambiguation5/5

Each tool targets a distinct aspect of competitive intelligence—competitor discovery, detailed comparisons, market landscapes, pricing changes, strategic moves, and reports—with no functional overlap. The descriptions clearly differentiate their purposes.

Naming Consistency5/5

All tools follow a consistent verb_noun pattern in snake_case (e.g., find_competitors, get_comparison, list_markets), with verbs like 'find', 'get', 'list', and 'subscribe' appropriately chosen. No mixing of conventions.

Tool Count5/5

With 12 tools, the server is well-scoped for a competitive intelligence domain. Each tool serves a clear function, and the count is neither too small nor overwhelming for an agent to navigate.

Completeness5/5

The tool surface covers the full lifecycle: discovering competitors, obtaining profiles, comparing them, viewing market landscapes, tracking pricing and strategic moves, and accessing reports. There are no obvious missing operations for the stated purpose.