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signalford

Doppler MCP Server

by signalford

doppler_projects_create

Create new Doppler projects by specifying a name and optional description, enabling structured organization of your secrets, configs, and environments within the Doppler workspace.

Instructions

Create a new Doppler project

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
nameYesThe name of the project to create
descriptionNoOptional description for the project
Behavior2/5

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

No annotations are provided, so the description carries the full burden of behavioral disclosure. The description doesn't mention whether project creation requires authentication, whether duplicate names are allowed, whether creation is idempotent, or what the response/return value looks like. As a mutation tool with zero annotation coverage, this is a significant gap.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is an efficient single sentence with zero wasted words. It's appropriately minimal, though it could arguably add one sentence of behavioral context without hurting conciseness.

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?

For a creation/mutation tool with no annotations and no output schema, the description is thin. It doesn't explain outcomes, return format, side effects, or how this relates to other sibling tools. The 100% schema coverage and 2 simple parameters lower the bar, but for a write operation more behavioral context would materially help.

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% (both name and description parameters are documented in the schema). The description adds no parameter-specific meaning beyond what the schema provides, so the baseline 3 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 'Create a new Doppler project' has a clear verb+resource structure and clearly indicates what the tool does. It distinguishes from sibling tools like doppler_projects_list (which lists projects) but doesn't explicitly call out the differentiation.

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?

No guidance is provided about when to use this tool vs alternatives, such as when to use doppler_configs_create or doppler_environments_list. There are no exclusions, prerequisites, or context about where projects fit in the Doppler hierarchy.

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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