Skip to main content
Glama

reload_data

Idempotent

Reload a dataset from disk after external script modifications to update analysis results in real time.

Instructions

Reload dataset from disk after external script modifications.

Args:
    data_id: Dataset ID to reload (must exist in MCP memory)
    path: Custom path (default: ~/.chatspatial/active/{data_id}.h5ad)

Returns:
    Summary of reloaded dataset

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
data_idYes
pathNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior4/5

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

The description aligns with annotations (readOnlyHint=false, idempotentHint=true, openWorldHint=true) and adds context about external modifications and the default path. It also mentions the return type.

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 extremely concise: a one-line purpose followed by a structured docstring with Args and Returns. No unnecessary words.

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?

Given the tool's low complexity (2 params, no nested objects), the description covers purpose, parameter semantics, and return. It doesn't discuss error handling or implications of reloading, but it's sufficient.

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

Parameters5/5

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

With 0% schema description coverage, the description adds essential meaning: data_id must exist in MCP memory, and path has a default value including a placeholder. This fully compensates for missing schema descriptions.

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 verb 'Reload' and the resource 'dataset from disk' with context 'after external script modifications'. This differentiates it from siblings like load_data.

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

Usage Guidelines4/5

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

The description provides context for when to use ('after external script modifications') but does not explicitly exclude other scenarios or compare to alternatives like load_data.

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/cafferychen777/ChatSpatial'

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