prompt-decorators

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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. Claude Code plugin and MCP server integration.

Code-only MCP server: no hosted endpoint, so you install and run it yourself. It is not probed, graded or counted in our reachability statistics.

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Repository: github.com/synaptiai/prompt-decorators
License: Apache-2.0
Last update: 2026-10-26
GitHub stars: ★ 44
Homepage: synaptiai.github.io/prompt-decorators/

ai ai-standards ai-tools decorators mcp mcp-server prompt-engineering prompt-templates specification

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