Add new observations to existing entities in the knowledge graph
AI agents use add_observations to create or update resources in Elastic Brain ZH — usually the action step of a workflow, after the agent has gathered context. Every call changes real data in your Elastic Brain ZH environment.
The tool adds data to a knowledge graph without deleting or irreversibly overwriting information. While it modifies state in a persistent system (elevation beyond purely read operations), the addition of observations is reversible — users can remove them with delete_observations. The blast radius is constrained to appending metadata to entities, not executing arbitrary code or triggering external operations.
From the tool's definition Tool description states 'Add new observations to existing entities in the knowledge graph' — this creates or modifies data (observations) attached to entities within an Elasticsearch-based persistent memory system, with reversible effects (observations can be…
Attacks that exploit this kind of access
Add new observations to existing entities in the knowledge graph. It is categorised as a Write tool in the Elastic Brain ZH MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.
Register the Elastic Brain ZH MCP server in PolicyLayer and add a rule for add_observations: 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 Elastic Brain ZH. Nothing to install.
add_observations 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 add_observations 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 add_observations. 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.
add_observations is provided by the Elastic Brain ZH MCP server (tocharianou/elastic-brain-zh). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Every MCP server has a record like this.
Type a name, get the same breakdown: verified identity, auth posture, risk grade, capabilities, recommended policy.
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