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For AI Agents

State 1

Blind

Agent acts without dependency data

→

State 2

Aware

Agent reads unstructured docs

→

State 3

Intelligent

Agent queries structured dependency graphs

Give your AI agents dependency intelligence.

20 MCP tools. Impact analysis. SPOF detection. Structured dependency data for machines that think before they act.

Get to State3 Explore the tools 
// Your agent calls State3 Depend
depend_impact_analysis({
  entity: "Payment Gateway",
  map_id: "prod-infrastructure"
})

// Returns structured, scored results
{
  "source_entity": "Payment Gateway",
  "affected_entities": [
    { "name": "Checkout",              "impact_score": 95 },
    { "name": "Invoicing",             "impact_score": 82 },
    { "name": "Subscription Billing",  "impact_score": 78 }
  ],
  "total_affected": 5,
  "spof_warning": true
}

Use Cases

What agents do with dependency data

Agent as document parser

User uploads architecture docs, network diagrams, runbooks, or Terraform files to their AI tool. The AI extracts entities and dependencies, then calls Depend's MCP write tools to create the graph. This is the primary onboarding mechanism.

Agent as analyst

Queries dependency graphs, runs impact analysis, detects SPOFs before recommending changes. An agent that can ask "what depends on this database?" before recommending a migration is dramatically more useful than one that cannot.

Agent as integrator

Pushes discovered dependencies from Terraform state, Kubernetes manifests, and cloud APIs into Depend maps programmatically. Keeps the dependency graph current without human effort.

Agent as advisor

Monitors graphs over time, alerts on new SPOFs, recommends redundancy improvements. Generates weekly risk digests and surfaces hidden exposure that humans haven't noticed.

MCP Server

20 tools across 6 groups

Every tool returns structured JSON that agents can reason over without parsing prose. Impact scores are numeric (0–100) so agents can threshold and compare programmatically.

Group 1

Map Management

  • depend_list_maps
  • depend_get_map
  • depend_create_map
Group 2

Entity Management

  • depend_list_entities
  • depend_add_entity
  • depend_add_entities_bulk
  • depend_update_entity
  • depend_remove_entity
Group 3

Dependency Management

  • depend_add_dependency
  • depend_add_dependencies_bulk
  • depend_list_dependencies
  • depend_remove_dependency
Group 4

Analysis

  • depend_impact_analysis
  • depend_spof_detection
  • depend_find_paths
  • depend_graph_stats
Group 5 · Pro

Risk

  • depend_set_risk_score
  • depend_risk_propagation
Group 6 · Pro

Export & Snapshot

  • depend_export_map
  • depend_create_snapshot
  • depend_compare_snapshots

Getting Connected

Three ways to connect

1

Human + AI Copilot

You use Claude, ChatGPT, or Cursor. Copy the MCP config from your dashboard, paste it into your AI tool, and start asking dependency questions in natural language.

Time to first value: 5 minutes

2

AI Tool Auto-Discovery

Your AI tool discovers State3 Depend in the MCP registry and suggests it when you have a dependency-related task. Authenticate with OAuth or paste your API key.

Time to first value: 2 minutes

3

Enterprise IT Team

Provision named API keys per agent with scoped permissions. Your Change Management Agent gets read-write; your Incident Response Agent gets read-only. Full audit trail.

Time to first value: 30 minutes

Quick Start

Connected in 60 seconds

Add the MCP server config to your AI tool and start querying. No SDK to install. No code to write.

Claude Desktop Claude Code Cursor Windsurf Any MCP client 
{
  "mcpServers": {
    "state3-depend": {
      "url": "https://mcp.depend.state3.ai",
      "apiKey": "sk-depend-your-key-here"
    }
  }
}

Agent Pricing

Start free. Scale with usage.

Free Tier

$0

Enough for your agent to demonstrate value.

  • 100 MCP calls/day
  • Read-only access
  • Impact analysis
  • SPOF detection
  • 1 map, 25 entities
Get started free
Recommended

Agent Pro

$15 / mo + usage

Full read-write access for production agents.

  • Unlimited MCP calls
  • Full read-write access
  • Bulk operations
  • $0.001/query over 1K/mo
  • Webhook notifications
  • Unlimited maps and entities
Register interest

Team

$49 / seat / mo

Multiple agents, scoped keys, audit trails.

  • Named keys per agent
  • Per-map access control
  • 5,000 agent queries/month
  • Audit log on all MCP calls
  • Usage dashboard
  • Priority support
Contact sales

Get your agents to State3.

Stop letting your agents act blind. Register now and be first to connect when the MCP server goes live.

Get to State3 Back to homepage