AI Agent Relationship Graph

Map every relationship between agents, models, tools, identities, and MCP servers. Answer "what can this agent reach?" with blast-radius queries. Detect drift in scope, tools, and identities before it becomes a breach.

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You Cannot Secure What You Cannot See

Agentic AI creates dense, dynamic relationship graphs that change daily. Without a live map of agent-to-tool-to-identity relationships, a single compromised agent can cascade through your entire infrastructure.

68%

Of agents have excess permissions

3.4

Avg identity hops per agent

Node types mapped

Continuous

Drift detection

How the Agent Graph Works

Continuous discovery and relationship mapping across your entire agent ecosystem.

# Agent graph pipeline

1.DISCOVER — Enumerate agents from orchestrator configs, SDK telemetry, and MCP registries

2.MAP — Resolve relationships: agent → model → tools → MCP servers → identities

3.CLASSIFY — Tag data sensitivity, permission scope, and trust level on each node

4.BASELINE — Snapshot the current graph state as the approved configuration

5.MONITOR — Continuously compare live state against baseline for drift

6.ALERT — Notify on new edges, removed nodes, scope changes, or anomalous paths

6 Node Types, Infinite Relationships

Agents

Unlimited

Every autonomous agent registered in your environment, with model version, deployment target, and owning team.

Models

All providers

LLMs and embedding models agents are connected to — GPT-4, Claude, Gemini, and fine-tuned variants.

Tools

Per method

Functions, APIs, and MCP methods each agent can invoke, with permission scope and call frequency.

Identities

NHI + human

Service principals, managed identities, API keys, and OAuth tokens agents authenticate with.

MCP Servers

Auto-discovered

Model Context Protocol servers that bridge agents to your infrastructure, with trust scores.

Data Sources

Classified

Databases, file stores, and APIs that agents read from or write to through their tool chain.

Graph-Powered Security

Blast Radius Queries

Select any node and instantly see everything it can reach. "If this service principal is compromised, which agents, tools, and data sources are affected?" Answered in seconds.

Drift Detection

The graph baselines approved configurations and alerts on changes: new tool connections, removed identity bindings, scope escalation, or unauthorized MCP server links.

Visual Graph Explorer

Interactive graph UI lets security teams explore relationships, filter by node type, highlight high-risk paths, and export subgraphs for incident reports.

Path Analysis

Find all paths between two nodes. Identify choke points where a single identity or MCP server is a gateway to critical data. Prioritize hardening based on graph centrality.

Purpose-Built for Agentic AI

Capability	CSPM Tools	Manual Mapping
Agent-to-tool mapping	—
MCP server relationships	—	—
Identity chain resolution		—
Blast radius queries	—	—
Continuous drift detection	—	—
Visual graph explorer	—	—
Path analysis		—
Automatic discovery	—	—

MCP Server Governance

Inventory, trust-score, and govern MCP servers with per-method controls

NHI Lifecycle

Track ownership and enforce rotation policies across all non-human identities

See Your Agent Attack Surface

Map every relationship. Detect every drift. Query any blast radius. Start your 14-day Business trial.