This record as markdown: /tools/io-github-devopam-mcpg/migrate-vector-to-halfvec.md
What migrate_vector_to_halfvec does on Mcpg
AI agents use migrate_vector_to_halfvec to create or update resources in Mcpg, usually the action step of a workflow, after the agent has gathered context. Every call changes real data in your Mcpg environment.
Why migrate_vector_to_halfvec is rated Medium
The tool performs a reversible transformation of vector data from standard to half-precision format. This is a Write operation because it modifies data and schema state, but is reversible (can migrate back). It affects production data structures, making it high severity due to potential impact on query results, storage, and application compatibility, though no data is deleted.
From the tool's definition Tool name 'migrate_vector_to_halfvec' indicates a data conversion operation transforming vector columns to half-precision floating point format. This is a schema/data modification operation. The description is empty, limiting confidence.
Attacks that exploit this kind of access
The rule that runs migrate_vector_to_halfvec safely
PolicyLayer is an MCP gateway: it sits between your AI agents and Mcpg, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For migrate_vector_to_halfvec, this is the rule to start with:
migrate_vector_to_halfvec stays usable, but capped: an agent stuck in a loop can't make hundreds of changes a minute. Everything else on the server is denied unless you say otherwise.
The button opens the PolicyLayer dashboard: create your workspace, connect Mcpg, apply this rule, and every migrate_vector_to_halfvec call is checked against it from then on.
Questions about migrate_vector_to_halfvec
migrate_vector_to_halfvec is a write tool on the Mcpg MCP server. It is categorised as a Write tool in the Mcpg MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.
Register the Mcpg MCP server in PolicyLayer and add a rule for migrate_vector_to_halfvec: allow, deny, rate-limit, or require approval. Point your MCP client at the PolicyLayer proxy URL and the rule is enforced on every call, before it reaches Mcpg. Nothing to install.
migrate_vector_to_halfvec is a Write tool with medium risk. Write tools should be rate-limited to prevent accidental bulk modifications.
Yes. Add a rate_limit block to the migrate_vector_to_halfvec rule in your PolicyLayer policy. For example, setting max: 10 and window: 60 limits the tool to 10 calls per minute. Rate limits are tracked per agent session and reset automatically.
Set action: deny in the PolicyLayer policy for migrate_vector_to_halfvec. The AI agent will receive a policy violation error and cannot call the tool. You can also include a reason field to explain why the tool is blocked.
migrate_vector_to_halfvec is provided by the Mcpg MCP server (pypi:mcpg). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
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