Prompt Decorators
prompt-decorators · by synaptiai
A standardized framework for enhancing how LLMs process and respond to prompts through composable decorators, featuring an official open standard specification and Python reference implementation with MCP server integration.
No known CVEs
Apache-2.0 license
Actively maintained
Last commit 23d ago
Works with most clients
Transport: stdio, sse, http
0 tools
Grade F
MCPpedia last refreshed this data
Prompt Decorators is an MCP server that a standardized framework for enhancing how LLMs process and respond to prompts through composable decorators, featuring an official open standard specification and Python reference implementation with MCP server integration. Its tool list has not been published yet over stdio, sse and http, requires no API key, and scores 58/100 on MCPpedia's security, maintenance and efficiency rubric.
Step 1
Install in your client
Config is the same across clients - only the file and path differ.
CD
Supported in Claude Desktopstdio, sse, http · Node 18+
Paste into ~/Library/Application Support/Claude/claude_desktop_config.json
{
"mcpServers": {
"prompt-decorators": {
"args": [
"prompt-decorators"
],
"command": "uvx"
}
}
}Are you the author?
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[](https://mcppedia.org/s/prompt-decorators)
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What Prompt Decorators does
Prompt Decorators is a comprehensive framework that standardizes how prompts for Large Language Models (LLMs) are enhanced, structured, and transformed. This repository contains both the official Prompt Decorators Specification and its complete Python reference implementation.
Test This Server
This server supports HTTP transport. Be the first to test it - help the community know if it works.
Scored, not listed
Why this score
Five weighted categories - click any category to see the underlying evidence.
Score breakdown
58/100across 5 weighted dimensions
0255075100
22
11
15
10
−42
Security
Maintenance
Efficiency
Documentation
Compatibility
Categoriesclick a row to see evidence
Security
OSV.devNo known CVEs.
Checked prompt-decorators against OSV.dev.
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Frequently Asked Questions
- Is Prompt Decorators safe to use?
- Prompt Decorators has no known CVEs as of the latest MCPpedia security scan. Authentication requirements were not detected automatically - check the project's documentation before connecting in a shared environment. Licensed under Apache-2.0.
- How do I install Prompt Decorators?
- Prompt Decorators supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.
- What AI clients work with Prompt Decorators?
- Prompt Decorators is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse and http transport.
- Is Prompt Decorators actively maintained?
- Prompt Decorators is actively maintained - last commit was 23 days ago. It has 44 GitHub stars.
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