Tugra

Provenance-aware memory format for AI agents: every claim carries its source, age and boundary.

LLM Mart 3 views 6 listing impressions
Transport
Not stated
Package
—
Registry id
com.tugra-ai/tugra

No install snippet on purpose. A working MCP config is a command, its arguments and an environment block — the last two are where API keys live, so this catalogue never stores them and cannot publish them. Follow the link above for the authors' own instructions.

Tugra is a provenance-aware memory format for AI agents where every claim carries its source, its age, and its boundary. Tugra does not sync to a cloud; the vault is the local files you point at, and nothing is uploaded. Tugra requires a confidence value from 0 to 1 on every fact, and the write path rejects out-of-range values.

Boundary records in Tugra are always quarantined until a human approves them, preventing invention on off-limits topics. The core of Tugra is licensed under Apache-2.0 and is free, with paid work available for hands-on setup and boundary definition.

Summary drafted from the project's own website. Every sentence is backed by text on that page and was reviewed before publishing.