Skip to main content
Glama

plot_interactive_histogram

Creates an interactive Plotly histogram from a data file column, with optional color grouping for category insights. Generates a web-ready visualization.

Instructions

Generates a web-ready interactive Plotly histogram.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
titleYes
columnYes
color_columnNo
data_file_pathYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior2/5

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

With no annotations provided, the description must fully disclose behavioral traits. It only states the tool generates a plot, omitting details like side effects (e.g., file creation), permissions needed, or whether the plot is returned or saved.

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?

The description consists of a single clear sentence with no unnecessary words, making it highly concise and easy to parse.

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

Completeness1/5

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

Despite 4 parameters, 0% schema coverage, and no annotations, the description provides minimal information. It does not explain output behavior (e.g., whether a file path or HTML is returned), nor does it address parameter use cases, making it incomplete for effective tool invocation.

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

Parameters2/5

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

Schema description coverage is 0%, so the description should compensate by explaining parameters. However, it does not mention any parameters, leaving data_file_path, column, title, and color_column without semantic context beyond their names.

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 the tool generates a histogram, specifies the format (web-ready interactive Plotly), and distinguishes it from sibling plotting tools by explicitly naming the plot type.

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?

The description provides no guidance on when to use this tool versus alternatives like plot_interactive_barchart or plot_static_histogram. It lacks usage context, prerequisites, or when-not-to-use advice.

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

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/ahmad-zurih/ds-mcp-server'

If you have feedback or need assistance with the MCP directory API, please join our Discord server