Create a new Tolgee project with initial languages
| Name | Required | Description | Default |
|---|---|---|---|
| name | Yes | Project name | |
| languages | Yes | Initial languages for the project | |
| organizationId | Yes | ID of the organization to create the project in | |
| baseLanguageTag | No | Tag of the base language (default: first language) |
Changes observed during successful MCP inspections. Dates show when Glama detected each change.
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
No annotations are provided, so the description must carry the full burden of behavioral disclosure. It only states the primary action and does not mention side effects, permissions, prerequisites (e.g., organization must exist), or reversibility—significant gaps for a creation operation.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is a single, front-loaded sentence that conveys the action and key context with no unnecessary words. It is both concise and well-structured.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
The schema fully documents all parameters, and the description covers the tool's core purpose. However, without an output schema, the description does not indicate what the tool returns or how errors are handled, leaving some completeness gaps for a creation tool.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 100%, with all parameters clearly described in the schema. The tool description adds no additional parameter-level meaning beyond what is already available, so the baseline score of 3 is appropriate.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description clearly states the action: 'Create a new Tolgee project with initial languages'. It specifies a concrete verb and resource, making it easy to distinguish from sibling tools like create_branch or create_language.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
The description provides clear context: this tool is for creating a new project and setting its initial languages. However, it does not explicitly mention when not to use it or mention alternatives like create_language for existing projects, so it falls just short of full guidance.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Add one secure layer between your agents and this server.
Most tools target distinct entities and actions, but a few pairs like create_keys/set_translation and list_keys/search_keys have overlapping functionality. The descriptions clearly differentiate their use cases, so ambiguity is limited.
All tools follow a consistent snake_case verb_noun pattern (create_, delete_, get_, list_, set_, etc.), making the API predictable. The only slight deviation is machine_translate, but it still reads as a single action verb.
With 22 tools, the server covers many aspects of translation management, but the count is slightly above the ideal range. Each tool has a clear purpose, though some could potentially be consolidated without loss of functionality.
The core key and translation lifecycle is well covered, but there are notable gaps: languages only support create and list (no update/delete), tags can be added but not removed, and projects lack get/update/delete operations. These omissions may require workarounds.
