Prompt Cleaner FAQs

Question 1

Why is Prompt Cleaner's behavior deterministic?

Accepted Answer

It enforces a single-model policy, meaning it uses only the LLM model specified in its configuration. This ensures consistent and predictable prompt processing behavior across all operations.

Question 2

How does Prompt Cleaner handle sensitive information?

Accepted Answer

Prompt Cleaner automatically redacts sensitive patterns from both LLM prompts and their outputs, ensuring confidential data is scrubbed from logs and responses for enhanced security and privacy.

Question 3

What is Prompt Cleaner?

Accepted Answer

Prompt Cleaner is an MCP server tool that pre-processes large language model (LLM) prompts, redacts sensitive data, and normalizes LLM outputs for consistent, secure, and client-compatible interactions.

Question 4

What LLM APIs are supported by Prompt Cleaner?

Accepted Answer

Prompt Cleaner is compatible with OpenAI-compatible Chat Completions APIs (e.g., LM Studio local servers). You can configure the LLM base URL, API key, and model via environment variables.

Question 5

Can it normalize LLM output formats?

Accepted Answer

Yes, it standardizes LLM outputs, for instance, converting JSON to plain text. This ensures compatibility with client applications that may require specific content types.

Prompt Cleaner

Prompt Cleaner

Key Features

Use Cases

Key Features

Use Cases