Find weakly connected components (node groups connected by paths)
AI agents call connected_components to retrieve information from Mcp Graph Engine without modifying anything — typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
This tool performs a graph analysis algorithm to identify connected components — it only reads and analyzes existing graph data without modifying, creating, or deleting anything. It is a pure read/query operation with minimal blast radius.
From the tool's definition Find weakly connected components (node groups connected by paths)
Documented attack patterns abuse exactly the kind of access connected_components gives an agent:
PolicyLayer is an MCP gateway — it sits between your AI agents and Mcp Graph Engine, and nothing reaches the server without passing your rules. This is the rule we recommend for connected_components:
{
"version": "1",
"default": "deny",
"tools": {
"connected_components": {}
}
} connected_components is read-only, so it stays allowed — but everything else on the server is denied unless you say otherwise.
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Find weakly connected components (node groups connected by paths). It is categorised as a Read tool in the Mcp Graph Engine MCP Server, which means it retrieves data without modifying state.
Register the Mcp Graph Engine MCP server in PolicyLayer and add a rule for connected_components: 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 Mcp Graph Engine. Nothing to install.
connected_components 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 connected_components 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 connected_components. 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.
connected_components is provided by the Mcp Graph Engine MCP server (utilitydelta/mcp-graph-engine). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Start from Mcp Graph Engine, add the rest of your stack, and see everything your agents can call. Then put policy on all of it.
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24 Mcp Graph Engine tools catalogued and risk-classified — across an index of 43,000+ MCP servers.