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.
Cross-referenced across 55 tracked directories
#1936
Popularity Rank
2 / 55
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Growing
Adoption Stage
11/1/2025
First Seen
39
GitHub Stars
Score: 100/100
0 dependency vulnerabilities found
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Jeremiah Lowin
The fast, Pythonic way to build MCP servers and clients.
grafana
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59b9f352-8cdc-44d3-9dd9-db3bfa521880
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openbnb-org
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10
Forks
16
Open Issues
11/1/2025
Last Commit
Gaining traction in the ecosystem
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