Refine Prompt
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| ANTHROPIC_API_KEY | Yes | API key required to access Claude's advanced capabilities for prompt refinement. |
Instructions
Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.
This server publishes no instructions, or was last inspected before Glama recorded them.
Capabilities
Features and capabilities supported by this server
Protocol revision2025-11-25
| Capability | Details |
|---|---|
| tools | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| refine_promptA | This tool MUST be used whenever a user asks to refine, rewrite, improve, enhance, or optimize a prompt. It transforms raw prompts into more effective versions that are clearer, more detailed, and better structured to improve results from Large Language Models (LLMs). When users mention 'refine prompt' or similar phrases, use this tool. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
TDQS
Scored across 1 tool
With only one tool, there is no possibility of ambiguity or overlap with other tools. The tool's purpose is clearly defined and distinct by default.
The single tool name 'refine_prompt' follows a consistent verb_noun pattern, and there are no other tools to create inconsistency.
A single tool feels thin for a server named 'Refine Prompt', as it suggests a narrow scope with no additional functionality like versioning, history, or batch processing. This is borderline too few for a dedicated server.
The tool covers the core action of refining prompts, but there are notable gaps such as no ability to list, retrieve, or manage previous refinements, which limits workflow completeness for a prompt refinement domain.