Problem
MindsDB enables AI agents to query live data across databases, APIs, and ML models. These queries can affect production systems, but there is no cryptographic audit trail proving which queries were executed, what policy governed them, and that the records haven't been altered.
Proposal
Add optional Ed25519 receipt signing to MindsDB's query execution layer. Each AI-driven query would produce a signed receipt with: query hash, data source, policy evaluation result, and a cryptographic signature. Receipts enable tamper-evident audit trails for regulatory compliance.
Reference
protect-mcp implements this for MCP tool calls (MIT, npm v0.5.3). Receipt format: IETF Internet-Draft. Active integrations: Mission Control, Cedar for Agents, Microsoft AGT, LlamaIndex.
Happy to discuss and contribute.
Problem
MindsDB enables AI agents to query live data across databases, APIs, and ML models. These queries can affect production systems, but there is no cryptographic audit trail proving which queries were executed, what policy governed them, and that the records haven't been altered.
Proposal
Add optional Ed25519 receipt signing to MindsDB's query execution layer. Each AI-driven query would produce a signed receipt with: query hash, data source, policy evaluation result, and a cryptographic signature. Receipts enable tamper-evident audit trails for regulatory compliance.
Reference
protect-mcp implements this for MCP tool calls (MIT, npm v0.5.3). Receipt format: IETF Internet-Draft. Active integrations: Mission Control, Cedar for Agents, Microsoft AGT, LlamaIndex.
Happy to discuss and contribute.