Get a member profile
get_memberGet one Latina Dev member's public profile by slug, the last part of their profile URL (https://latina.dev/members/).
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| slug | Yes | Profile slug, e.g. "frances-coronel" |
get_memberGet one Latina Dev member's public profile by slug, the last part of their profile URL (https://latina.dev/members/).
| Name | Required | Description | Default |
|---|---|---|---|
| slug | Yes | Profile slug, e.g. "frances-coronel" |
Changes observed during successful MCP inspections.
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnlyHint=true and openWorldHint=false, so the safe-read profile is covered structurally. The description adds that the returned data is a 'public profile,' implying no auth-gated or private data, but it says nothing about what fields are returned or whether the record can be missing.
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?
A single front-loaded sentence with the verb, scope, parameter, and a concrete example. Every clause earns its place and nothing is padded.
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 one-parameter read-only lookup with no output schema and annotations covering safety, this is nearly sufficient. The only gap is that with no output schema the agent has no sense of the returned profile shape, though that is a minor omission for a retrieval tool.
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 coverage is 100%, so the baseline is 3, but the description goes further by defining slug as the last part of the profile URL and providing the example URL pattern. That gives the agent a way to derive the value, which the schema alone does not.
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?
States a specific verb and resource ('Get one Latina Dev member's public profile') with clear singular scope that contrasts with the search_members sibling. It does not explicitly name search_members as the alternative, but the 'one ... by slug' framing makes the distinction inferable.
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?
Usage is implied rather than stated: the description explains that slug is the trailing URL segment, which helps an agent invoke it correctly, but never says when to use this lookup versus search_members (e.g., when you already have a slug). No when-not guidance is given.
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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