admiralpunk

admiralpunk/Provena

A provenance-first memory layer for AI agents, providing persistent, explainable, auditable, scoped, and conflict-aware claims backed by immutable evidence.

13 good first / help-wanted issues · Python · last activity Sep 26, 2026

agent-memory ai-agents fastapi llm mcp model-context-protocol ollama open-source pgvector postgresql provenance python
13 Open Issues Need Help Last updated: Sep 26, 2026

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documentation help wanted good first issue
admiralpunk/Provena
2

A provenance-first memory layer for AI agents, providing persistent, explainable, auditable, scoped, and conflict-aware claims backed by immutable evidence.

Python
#agent-memory#ai-agents#fastapi#llm#mcp#model-context-protocol#ollama#open-source#pgvector#postgresql#provenance#python
bug help wanted good first issue github_actions
admiralpunk/Provena
2

A provenance-first memory layer for AI agents, providing persistent, explainable, auditable, scoped, and conflict-aware claims backed by immutable evidence.

Python
#agent-memory#ai-agents#fastapi#llm#mcp#model-context-protocol#ollama#open-source#pgvector#postgresql#provenance#python
help wanted good first issue python github_actions
admiralpunk/Provena
2

A provenance-first memory layer for AI agents, providing persistent, explainable, auditable, scoped, and conflict-aware claims backed by immutable evidence.

Python
#agent-memory#ai-agents#fastapi#llm#mcp#model-context-protocol#ollama#open-source#pgvector#postgresql#provenance#python
documentation help wanted good first issue python github_actions
admiralpunk/Provena
2

A provenance-first memory layer for AI agents, providing persistent, explainable, auditable, scoped, and conflict-aware claims backed by immutable evidence.

Python
#agent-memory#ai-agents#fastapi#llm#mcp#model-context-protocol#ollama#open-source#pgvector#postgresql#provenance#python
documentation help wanted good first issue
admiralpunk/Provena
2

A provenance-first memory layer for AI agents, providing persistent, explainable, auditable, scoped, and conflict-aware claims backed by immutable evidence.

Python
#agent-memory#ai-agents#fastapi#llm#mcp#model-context-protocol#ollama#open-source#pgvector#postgresql#provenance#python
help wanted good first issue python
admiralpunk/Provena
2

A provenance-first memory layer for AI agents, providing persistent, explainable, auditable, scoped, and conflict-aware claims backed by immutable evidence.

Python
#agent-memory#ai-agents#fastapi#llm#mcp#model-context-protocol#ollama#open-source#pgvector#postgresql#provenance#python
help wanted good first issue python
admiralpunk/Provena
2

A provenance-first memory layer for AI agents, providing persistent, explainable, auditable, scoped, and conflict-aware claims backed by immutable evidence.

Python
#agent-memory#ai-agents#fastapi#llm#mcp#model-context-protocol#ollama#open-source#pgvector#postgresql#provenance#python
help wanted good first issue python
admiralpunk/Provena
2

A provenance-first memory layer for AI agents, providing persistent, explainable, auditable, scoped, and conflict-aware claims backed by immutable evidence.

Python
#agent-memory#ai-agents#fastapi#llm#mcp#model-context-protocol#ollama#open-source#pgvector#postgresql#provenance#python
help wanted good first issue python
admiralpunk/Provena
2

A provenance-first memory layer for AI agents, providing persistent, explainable, auditable, scoped, and conflict-aware claims backed by immutable evidence.

Python
#agent-memory#ai-agents#fastapi#llm#mcp#model-context-protocol#ollama#open-source#pgvector#postgresql#provenance#python
help wanted good first issue python
admiralpunk/Provena
2

A provenance-first memory layer for AI agents, providing persistent, explainable, auditable, scoped, and conflict-aware claims backed by immutable evidence.

Python
#agent-memory#ai-agents#fastapi#llm#mcp#model-context-protocol#ollama#open-source#pgvector#postgresql#provenance#python
help wanted good first issue python
admiralpunk/Provena
2

A provenance-first memory layer for AI agents, providing persistent, explainable, auditable, scoped, and conflict-aware claims backed by immutable evidence.

Python
#agent-memory#ai-agents#fastapi#llm#mcp#model-context-protocol#ollama#open-source#pgvector#postgresql#provenance#python
help wanted good first issue javascript
admiralpunk/Provena
2

A provenance-first memory layer for AI agents, providing persistent, explainable, auditable, scoped, and conflict-aware claims backed by immutable evidence.

Python
#agent-memory#ai-agents#fastapi#llm#mcp#model-context-protocol#ollama#open-source#pgvector#postgresql#provenance#python
good first issue python
admiralpunk/Provena
2

A provenance-first memory layer for AI agents, providing persistent, explainable, auditable, scoped, and conflict-aware claims backed by immutable evidence.

Python
#agent-memory#ai-agents#fastapi#llm#mcp#model-context-protocol#ollama#open-source#pgvector#postgresql#provenance#python