MCP Supply Chain Analytics
Monitor your entire MCP ecosystem with comprehensive supply chain visibility. Track server verification status, attestation health, capability drift, and agent-MCP dependencies from a single dashboard.
Key Features
Visual breakdown of server trust levels (High/Good/Medium/Low) across your organization
7-day graph showing attestation patterns and verification activity
Automatic detection when MCP server tools change unexpectedly
Track which agents depend on which MCP servers
Dashboard Metrics
| Metric | Description |
|---|---|
| Total MCP Servers | All servers registered in your organization |
| Verified Servers | Servers that have passed attestation verification |
| Pending Verification | Servers awaiting first attestation |
| Avg Confidence Score | Average trust score across all servers |
| Agent-MCP Connections | Total active connections between agents and MCP servers |
| Drift Alerts | Number of capability drift alerts requiring attention |
Confidence Score Distribution
Servers are categorized by their confidence level based on attestation history, verification status, and usage patterns:
Multiple attestations, stable capabilities, fully verified
Verified with regular attestations
Few attestations, needs more verification
Unverified or suspicious activity detected
Auto-Attestation
Zero-Friction Verification
The SDK automatically creates attestations on first tool use. No manual intervention required.
How Auto-Attestation Works:
- 1First Tool Use: Agent uses an MCP tool for the first time
- 2Automatic Discovery: SDK discovers server capabilities
- 3Create Attestation: Attestation created with discovered tools
- 4Update Confidence: Server confidence score increases
Capability Drift Detection
Detect Unexpected Changes
AIM continuously monitors MCP servers for capability drift - when a server's available tools change from the baseline.
What Triggers Alerts:
- + New tools added to MCP server
- - Tools removed from MCP server
- ~ Tool parameters changed
- ! Permission scope expanded
Alert Actions:
- Review drift in dashboard
- Approve changes to update baseline
- Reject and investigate suspicious changes
- Auto-approve trusted patterns
Server Dependencies
The Supply Chain Analytics dashboard shows all MCP servers with their verification status and dependencies:
Server Details Include:
- Verification status (verified/pending)
- Confidence score percentage
- Number of attestations
- Available capabilities (tools)
- Last attestation timestamp
- Connected agents count
Accessing the Dashboard
Navigate to the Supply Chain Analytics dashboard:
Or click MCP Servers → Supply Chain in the dashboard sidebar.