Skip to main content
Glama
alan4041207

mcp-altair-studio

by alan4041207

altair_run_process_file

Run a saved RapidMiner process from an .rmp file using batch execution. Automate data mining workflows and scoring on new data without the Studio interface.

Instructions

Execute an existing .rmp process file (already saved on disk or exported from the Studio repository) headlessly via rapidminer-batch. Covers actions 76-80 (run saved/repeatable workflows, automate experiments) and scoring-on-new-data flows (action 84).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
macrosNoMacro overrides, passed as -M key=value.
processFilePathYesAbsolute path to the .rmp file to run.
Behavior2/5

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

No annotations are provided, so the description must convey all behavioral traits. It mentions 'headlessly via rapidminer-batch' but does not disclose return values, error handling, or side effects. The absence of output schema makes this gap more significant.

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 two succinct sentences with no extraneous information. The core action is front-loaded, and every word adds value.

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 an output schema, the description should explain what the tool returns or produces (e.g., logs, process results). It only describes the action but omits the outcome, making it incomplete for an agent to understand the tool's full effect.

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%, so the baseline is 3. The description adds no new meaning beyond the schema's parameter descriptions; it only restates the context of headless execution. No extra format or constraint details are provided.

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 uses specific verbs ('Execute') and resources ('.rmp process file'), and differentiates from siblings like altair_run_operator_chain by specifying it runs saved files headlessly. It also cites relevant action numbers (76-80, 84) for clarity.

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 clearly states when to use: for saved .rmp files, headless execution, and repeatable workflows. It implicitly distinguishes from siblings (e.g., altair_open_process_in_studio for interactive use), but does not explicitly state when not to use it.

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/alan4041207/mcp-altair-studio'

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