[AIOBS] Get detailed information about a specific AI agent session including the full trace tree, LLM calls, function events, and evaluations.
AI agents call aiobs_get_session to retrieve information from Shepherd MCP without modifying anything — typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
This tool retrieves session data from an observability platform for analysis and debugging purposes. It performs a read-only query operation that returns observability data about past AI agent runs. There are no side effects, no data modification, no code execution, and no resource consumption beyond query overhead.
From the tool's definition Tool name contains 'get' and description states 'Get detailed information about a specific AI agent session including the full trace tree, LLM calls, function events, and evaluations.' The verb 'Get' and the phrase 'detailed information' indicate…
Attacks that exploit this kind of access
[AIOBS] Get detailed information about a specific AI agent session including the full trace tree, LLM calls, function events, and evaluations. It is categorised as a Read tool in the Shepherd MCP MCP Server, which means it retrieves data without modifying state.
Register the Shepherd MCP server in PolicyLayer and add a rule for aiobs_get_session: 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 Shepherd MCP. Nothing to install.
aiobs_get_session is a Read tool with low risk. Read-only tools are generally safe to allow by default.
Yes. Add a rate_limit block to the aiobs_get_session 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 aiobs_get_session. 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.
aiobs_get_session is provided by the Shepherd MCP server (neuralis-in/shepherd-mcp). 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.
Teams ship this data inside their own products. See what a licence covers →