[Langfuse] Get a specific score/evaluation with full details.
AI agents call langfuse_get_score 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 evaluation scores and metadata from Langfuse observability data. It performs a read-only query operation with no side effects, no code execution, and no data modification. The blast radius is minimal—an agent could retrieve sensitive observability data but cannot alter it, execute commands, or commit financial transactions.
From the tool's definition Tool description states 'Get a specific score/evaluation with full details.' The verb 'Get' indicates data retrieval. No mutation, deletion, or execution of operations is described.
Attacks that exploit this kind of access
[Langfuse] Get a specific score/evaluation with full details. 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 langfuse_get_score: 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.
langfuse_get_score 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 langfuse_get_score 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 langfuse_get_score. 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.
langfuse_get_score 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.
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