Sketch operations using SimHash for near-duplicate detection. Sketches enable fast similarity detection between frames. Args: file: Path to the .mv2 memory file build: Build sketches for all frames without them stats: Show sketch statistics Returns: Sketch build status or statistics
AI agents invoke memvid_sketch to trigger actions in Memvid. What it does depends on the arguments the agent supplies, and its effects often reach beyond the immediate call — builds kicked off, notifications sent, workflows started.
memvid_sketch triggers real processes with real consequences. An agent gone sideways doesn't fire it once — it starts dozens of builds, sends mass notifications, or burns through compute before anyone looks up.
Attacks that exploit this kind of access
Sketch operations using SimHash for near-duplicate detection. Sketches enable fast similarity detection between frames. Args: file: Path to the .mv2 memory file build: Build sketches for all frames without them stats: Show sketch statistics Returns: Sketch build status or statistics. It is categorised as a Execute tool in the Memvid MCP Server, which means it can trigger actions or run processes. Use rate limits and argument validation.
Register the Memvid MCP server in PolicyLayer and add a rule for memvid_sketch: 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 Memvid. Nothing to install.
memvid_sketch is a Execute tool with high risk. Execute tools should be rate-limited and have argument validation enabled.
Yes. Add a rate_limit block to the memvid_sketch 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 memvid_sketch. 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.
memvid_sketch is provided by the Memvid MCP server (tapiocapioca/memvid-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
memvid_sketch is one line of Memvid's registry record.
The record carries the whole server: verified identity, auth posture, risk grade, every tool classified, recommended policy — re-checked continuously.
Teams ship this data inside their own products. See what a licence covers →