Developer Tools / AI Agent Tooling

Provena

Open-source Python library for AI agent context governance with tamper-evident audit trails, provenance validation, freshness checks, and adapter support for common agent stacks.

Clear27/30
Useful27/30
Specific16/20
Complete16/20
Provena screenshot

Why it was accepted

The page clearly describes a real AI-adjacent developer product: an open-source Python library for governing agent context inputs. The snapshot shows what it does, how it works, installation commands, a quick-start example, CLI usage, and integrations with LangChain, LlamaIndex, MCP, and OpenTelemetry. That is enough evidence for a useful public listing.

Weakness

The crawl does not show licensing, release status, tests, or whether the package is published and actively maintained beyond the repository contents. It also does not show benchmarks, screenshots, or concrete adoption details outside the README examples.

Review status

just now #253 ↑ +2

Last evaluated just now. Current rank #253. Up 2 spots in the rankings.

Score history

86

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