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elephant-xyz

Elephant MCP Server

by elephant-xyz

Get verified script examples

getVerifiedScriptExamples

Find verified code examples for mapping data to the Elephant schema. Describe the desired meaning or use case to retrieve the most relevant working scripts.

Instructions

Get most relevant working examples of the code, that maps data to the Elephant schema

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
topKNoNumber of results (default 5)
queryYesDescription of the example meaning. Wll be used to search for similar examples.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv1.12.1

TDQS

C2.9/5.0
Behavior2/5

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

No annotations are provided, so the description must carry the full behavioral burden. It only says 'Get most relevant working examples' and does not explain what 'verified' means, how results are ranked, what the response contains, or any limitations.

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?

The description is one sentence, front-loaded with the core action, and has no filler. It is slightly awkward grammatically, but it is appropriately concise.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a simple two-parameter search tool, the description and schema are enough to make a basic call. However, with no output schema and no annotations, the description does not clarify what the returned examples look like, how 'verified' is determined, or how topK affects the retrieval, leaving notable gaps.

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%, so both 'query' and 'topK' are already documented in the input schema. The tool-level description adds useful context that examples map data to the Elephant schema, but it does not provide deeper parameter semantics beyond the schema.

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?

The description uses a specific verb ('Get') and resource ('verified script examples') and adds the scoping detail that the code maps data to the Elephant schema. It is clear enough to identify the tool's purpose, though it does not explicitly contrast it with sibling query tools.

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 guidance on when to use this tool versus the many sibling list/query tools, and no mention of alternatives or exclusions. The agent must infer when this retrieval tool is appropriate.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.