Prompt Enhancer MCP
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| MCP_HTTP_PORT | No | Set the port for the HTTP API server (default 3000). | 3000 |
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 |
|---|---|
| optimize_promptA | Optimizes a rough prompt draft using a local LLM before sending it to a paid API |
| check_healthA | Checks whether the configured LLM engine (Ollama or Anthropic) is reachable and ready to use |
| lint_promptA | Checks any prompt for common issues (unresolved placeholders, suspect acronym expansions, leaked meta-commentary). No LLM call. |
| score_promptA | Judge-grades a prompt 1-5 on clarity, specificity, structure, guardrails, and token efficiency. Pass 'baseline' to compare two prompts and get per-dimension deltas and a verdict. |
| generate_system_promptA | Drafts a system prompt for a given role, then auto-lints and auto-scores it before returning. Pass rigor: 'both' to generate a terse and a guardrailed variant and get a judged comparison. |
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 5 tools
Each tool has a clearly distinct purpose: health check, system prompt generation, linting, optimization, and scoring. No overlapping functionality.
All tool names follow a consistent verb_noun pattern in snake_case, making them predictable and easy to distinguish.
With 5 tools, the server covers the essential prompt enhancement workflows without being too sparse or bloated.
The tool set covers health checks, generation, linting, optimization, and scoring. Minor gaps exist, such as no dedicated template management tool, but core operations are well-covered.