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npow

metaflow-mcp-server

by npow

get_config

Retrieve your active Metaflow configuration including metadata provider, datastore, namespace, and profile. Use this to identify the backend and your default namespace for scoping queries.

Instructions

Show current Metaflow configuration.

Returns the active metadata provider, datastore, namespace, and profile. Also returns the user's default namespace (e.g. "user:npow") -- pass this as the namespace parameter to list_flows/search_runs/get_latest_failure to scope results to only your own runs. Use this first to understand what backend you're connected to.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior3/5

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

No annotations are provided, so the description carries the full burden. It discloses the return values and hints at usage, but does not mention any behavioral traits such as authentication, rate limits, or side effects. For a simple read-only tool, this is adequate but could be more informative.

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 three sentences that front-load the purpose, then list returned values, and finally give a usage hint. Every sentence adds value without redundancy or waste.

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

Completeness5/5

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

Given the tool has an output schema and zero parameters, the description adequately covers the return values and usage context. It is complete for a configuration retrieval tool.

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

Parameters4/5

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

There are no parameters, and schema coverage is 100%. The description does not need to add parameter info; it correctly focuses on the tool's purpose and output. Baseline score for zero parameters 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 clearly states the tool shows current Metaflow configuration and lists specific return fields like metadata provider, datastore, namespace, and profile. It is distinct from siblings like get_environment and get_run, though no explicit differentiation is given.

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 advises using this tool first to understand the backend, and explains how the returned namespace can be passed to other tools. It provides clear context for usage but does not mention when not to use it or compare to alternatives.

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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