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og-mcp

Microsoft Fabric MCP Server

by og-mcp

fabric_list_livy_sessions

Read-only

Retrieve a list of Spark Livy sessions within a specified Microsoft Fabric workspace. Use this to monitor active sessions.

Instructions

List Spark Livy sessions in a workspace.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
workspaceNoWorkspace ID (defaults to FABRIC_DEFAULT_WORKSPACE)
Behavior2/5

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

The description adds no behavioral information beyond the readOnlyHint annotation. It does not mention side effects, permissions, or output characteristics such as pagination or ordering.

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 sentence with no extraneous words. It is front-loaded and efficient.

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?

Given the lack of output schema and the tool's simplicity, the description should at least mention what information is returned (e.g., session IDs, status). It fails to provide sufficient context for the agent to understand the output.

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 coverage is 100% with a clear parameter description. The tool description repeats the schema information without adding new meaning. Baseline 3 is appropriate.

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 'List', the resource 'Spark Livy sessions', and the scope 'in a workspace'. It distinguishes this tool from sibling list tools (e.g., fabric_list_spark_job_definitions) by specifying 'Livy sessions'.

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 over alternatives, nor does it specify any prerequisites or exclusions. It lacks context for selection among the many list tools.

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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