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BeevR

List BeevR services

list_services
Read-onlyIdempotent

List BeevR services (AI agent development, AI development, MVP development, HIPAA and fintech MVPs, custom software, offshore development in Vietnam) with summaries and URLs.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
localeNoResponse language: "en" (default) or "vi" (Vietnamese).

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.2/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true and destructiveHint=false, so the safety profile is covered. The description adds that results include summaries and URLs, which is useful output context, but says nothing about result size, ordering, or pagination.

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 sentence with the verb and resource front-loaded. The long parenthetical category list is somewhat expendable for tool selection but does convey scope, and there is no filler prose.

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?

For a zero-required-parameter, read-only listing tool with full schema coverage and no output schema, the description adequately says what is returned (summaries and URLs). Only the lack of guidance on result scope or ordering keeps it from being fully complete.

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?

Schema description coverage is 100% and the single locale parameter carries its own description with enum values and default, so the schema does the work. The description adds no parameter meaning beyond that, which is the expected baseline.

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 (List) and resource (BeevR services) and enumerates the service categories, so the agent knows what comes back. It is clearly a catalog-listing tool distinct from get_pricing or list_articles, though it never explicitly contrasts itself with siblings like about_beevr or search_beevr.

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 when-to-use or when-not-to-use guidance and no mention of alternatives. The agent must infer that this is the entry point for discovering service offerings, and nothing tells it how to choose this over search_beevr or about_beevr.

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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