# MCP Prompt Enhancer

> Use this tool when you need to improve the accuracy of large language model (LLM) responses by providing them with relevant context from codebases. The MCP Prompt Enhancer analyzes code to enhance prompts, solving problems of ambiguous or incomplete queries, and produces higher quality AI outputs through adaptive context management and task detection. It takes in codebases as input and outputs optimized LLM prompts, making it ideal for use cases where context-aware AI responses are crucial.

Canonical page: https://skillsregistry.net/skills/soniankur948-prompt-enhancer  
JSON: https://api.skillsregistry.net/v1/skills/soniankur948-prompt-enhancer

## Description

Intelligently analyzes codebases to enhance LLM prompts with relevant context, featuring adaptive context management and task detection to produce higher quality AI responses.

## Trust

- **Trust score (0–1):** 0.89
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-28

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/twxsthb26f)
- **Repository:** <https://github.com/soniankur948/prompt-enhancer>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "soniankur948-prompt-enhancer"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/soniankur948-prompt-enhancer` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/soniankur948-prompt-enhancer/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt