Search the knowledge graph for relevant facts (edges between entities)
AI agents call search_facts to retrieve information from Graphiti Knowledge Graph MCP Server without modifying anything — typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
This tool retrieves data from the knowledge graph without creating, modifying, or deleting any information. It is purely informational and poses minimal risk if misused by an AI agent, as the worst outcome would be retrieving unwanted information already stored in the graph.
From the tool's definition Tool description states 'Search the knowledge graph for relevant facts (edges between entities)' — a query operation with no modification or side effects.
Documented attack patterns abuse exactly the kind of access search_facts gives an agent:
PolicyLayer is an MCP gateway — it sits between your AI agents and Graphiti Knowledge Graph MCP Server, and nothing reaches the server without passing your rules. This is the rule we recommend for search_facts:
{
"version": "1",
"default": "deny",
"tools": {
"search_facts": {}
}
} search_facts is read-only, so it stays allowed — but everything else on the server is denied unless you say otherwise.
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Search the knowledge graph for relevant facts (edges between entities). It is categorised as a Read tool in the Graphiti Knowledge Graph MCP Server MCP Server, which means it retrieves data without modifying state.
Register the Graphiti Knowledge Graph MCP Server MCP server in PolicyLayer and add a rule for search_facts: 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 Graphiti Knowledge Graph MCP Server. Nothing to install.
search_facts 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 search_facts 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 search_facts. 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.
search_facts is provided by the Graphiti Knowledge Graph MCP Server MCP server (michabbb/graphiti-mcp-but-working). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Start from Graphiti Knowledge Graph MCP Server, add the rest of your stack, and see everything your agents can call. Then put policy on all of it.
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11 Graphiti Knowledge Graph MCP Server tools catalogued and risk-classified — across an index of 43,000+ MCP servers.