Skip to main content
Glama
vvmahesh0

paper-cdp-mcp

by vvmahesh0

populate_mock_data

Populate artboard cards or text layers with realistic mock data across users, financial, and SaaS domains. Select a domain to generate contextual test data directly.

Instructions

Populates realistic contextual mock data (users, financial ledger, SaaS spaces, metrics) into artboard cards or text layers.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
domainYesData domain to generate.
fileIdNoOptional target file ID.
targetNodeIdYesID of the node or artboard to populate.
Install Server

TDQS

B3.2/5.0
Behavior2/5

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

With no annotations, the description carries the full burden of behavioral disclosure. It says data is 'populated into' cards or text layers, but it does not say whether existing content is overwritten, whether new nodes are created, what node types are valid, or whether the operation is destructive. This is a significant gap for a mutation-style tool.

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 is a single, front-loaded sentence that conveys the action, target, and content scope without wasted words. It is concise and easily parsed by an agent.

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

Completeness2/5

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

For a tool with three parameters, no output schema, and no annotations, the description is too thin to be fully actionable. It omits target-node requirements, overwrite behavior, and whether the tool creates or only modifies existing layers, leaving essential invocation context unspecified.

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 all parameters including the domain enum have descriptions. The description only repeats the domain examples already present in the schema and adds no meaningful parameter-level detail, so the baseline score of 3 is appropriate.

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 ('Populates') and names both the resource ('artboard cards or text layers') and the data domains ('users, financial ledger, SaaS spaces, metrics'), making the function clear. It does not explicitly distinguish itself from siblings like bind_data_repeater or set_text_content, but the mock-data scope is evident enough to avoid major confusion.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The action implicitly communicates when to use it—when realistic mock data is needed in design nodes—but there is no explicit when/when-not guidance, prerequisites, or alternatives. The description implies a use case but leaves decision-making against sibling tools to the agent.

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

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/vvmahesh0/paper-cdp-mcp'

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