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cletcher

Chaprola MCP Server

by cletcher

chaprola_report

Runs a published program and returns its output. Requires user ID, project, and program name; the program must be published first via /publish.

Instructions

Run a published program and return output. No auth required — program must be published first via /publish

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
nameYesName of the published .PR file
useridYesOwner of the published program
projectYesProject containing the program
Behavior3/5

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

With no annotations provided, the description carries the full burden. It discloses that no auth is required and that publishing is a precondition, which is useful. However, it does not mention whether the program execution can have side effects or any potential resource consumption, leaving behavioral transparency incomplete.

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 compact two-sentence structure that front-loads the primary action. Every sentence adds value without redundancy or excessive detail.

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

Completeness3/5

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

The tool has no output schema, yet the description simply says 'return output' without specifying the format or structure of that output. It also omits potential error conditions like what happens if the program isn't published. For a simple run tool this is somewhat adequate, but the lack of output detail is a clear gap.

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%, so the schema already documents all three parameters. The description adds no extra parameter-level detail beyond what the schema provides, so the baseline of 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 tool runs a published program and returns output, using a specific verb and resource. The phrase 'published program' and the reference to '/publish' distinguish it from siblings like chaprola_run or chaprola_compile.

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?

It provides clear context by specifying that the program must be published first via /publish and that no auth is required. It does not explicitly mention alternatives, but the precondition clearly implies when to use this tool.

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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