find_competitors
Identify n plausible competitors for a company at domain (e.g., 'stripe.com').
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| n | No | ||
| domain | Yes |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
| cost | Yes | ||
| domain | Yes | ||
| competitors | Yes |
Identify n plausible competitors for a company at domain (e.g., 'stripe.com').
| Name | Required | Description | Default |
|---|---|---|---|
| n | No | ||
| domain | Yes |
| Name | Required | Description | Default |
|---|---|---|---|
| cost | Yes | ||
| domain | Yes | ||
| competitors | Yes |
Changes observed during successful MCP inspections.
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations are absent, so the description must disclose behavioral characteristics. It does not mention whether the tool is read-only, any external dependencies, limitations, or what constitutes 'plausible' competitors.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is a single sentence that immediately conveys the tool's purpose and includes an example, with no extraneous information.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a simple tool with an output schema, the description covers the core action and inputs. It is somewhat thin on behavioral context, but the availability of an output schema reduces the need to explain return values.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema has no parameter descriptions (0% coverage), but the description naturally explains both parameters: n is the number of competitors and domain is the company's website. The example 'stripe.com' clarifies the domain format.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description clearly states the tool's function with a specific verb 'Identify' and resource 'competitors', and uses parameter placeholders n and domain, distinguishing it from the sibling tools which are content-related.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
No guidance is provided on when to use this tool vs alternatives or when not to use it. The description only states the action, leaving the agent to infer usage context.
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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