SponsioLabs/Sponsio
Deterministic safety harness and guardrails framework for AI agents with policy engine and MCP server support.

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Sponsio provides a security layer for AI agents, offering deterministic guardrails to counter the probabilistic nature of LLM-based systems. It includes a policy engine for intent verification, runtime safety checks, and protection against prompt injection attacks. The framework integrates with the Model Context Protocol (MCP) and supports self-hosted deployment for enterprise use cases.
Frequently asked
- What is SponsioLabs/Sponsio?
- Deterministic safety harness and guardrails framework for AI agents with policy engine and MCP server support.
- Is Sponsio open source?
- Yes — SponsioLabs/Sponsio is open source, released under the Apache-2.0 license.
- What language is Sponsio written in?
- SponsioLabs/Sponsio is primarily written in Python.
- How popular is Sponsio?
- SponsioLabs/Sponsio has 465 stars on GitHub.
- Where can I find Sponsio?
- SponsioLabs/Sponsio is on GitHub at https://github.com/SponsioLabs/Sponsio.