Retrieve a YouTube comment network analysis result from a public NetworkLytics share link.
AI agents call get_shared_analysis to retrieve information from Networklytics without modifying anything — typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
This tool queries and returns pre-computed social network analysis data (centrality rankings, community detection results, sentiment analysis) from a public share. It performs no data modification, deletion, code execution, or financial transactions. The public nature of the shared link further reduces risk. Confidence is high because the language is unambiguous about retrieval without side effects.
From the tool's definition Tool name "get_shared_analysis" and description "Retrieve a YouTube comment network analysis result from a public NetworkLytics share link" indicate a retrieval operation without modification or side effects.
Attacks that exploit this kind of access
Retrieve a YouTube comment network analysis result from a public NetworkLytics share link. It is categorised as a Read tool in the Networklytics MCP Server, which means it retrieves data without modifying state.
Register the Networklytics MCP server in PolicyLayer and add a rule for get_shared_analysis: 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 Networklytics. Nothing to install.
get_shared_analysis 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 get_shared_analysis 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 get_shared_analysis. 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.
get_shared_analysis is provided by the Networklytics MCP server (leekangbum/networklytics-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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