MCP Server Governance

Model Context Protocol servers give AI agents access to your tools, data, and infrastructure. Netallion AI Assurance inventories every MCP server, assigns trust scores across 8 dimensions, and enforces per-method action controls — allow, deny, review, or log.

MCP Servers Are the New Shadow IT

Teams spin up MCP servers to give agents access to databases, APIs, and internal tools. Without governance, you have no visibility into what agents can reach or what data flows through these servers.

83%

Of orgs have untracked MCP servers

4.2x

More methods exposed than intended

8

Trust scoring dimensions

4

Per-method action types

How MCP Governance Works

Continuous discovery, assessment, and enforcement for every MCP server in your environment.

# MCP governance pipeline
1.DISCOVER — Scan networks and agent configs for MCP server endpoints
2.INVENTORY — Catalog servers, methods, connected agents, and data flows
3.SCORE — Evaluate trust across 8 dimensions, flag high-risk servers
4.POLICY — Set per-method actions: allow, deny, review, or log
5.ENFORCE — Proxy layer enforces policy on every method call
6.MONITOR — Continuous drift detection on server config and behavior

Trust Scoring Across 8 Dimensions

Provenance

Is the server from a verified publisher? Is the source code auditable?

Permissions

What data and systems can this server access? Principle of least privilege score.

Network Exposure

Is the server internet-facing? Does it accept inbound connections from unknown agents?

Authentication

Does the server enforce auth? Mutual TLS, API keys, or open access?

Update Cadence

When was the server last updated? Are known vulnerabilities patched?

Usage Patterns

How many agents connect? What methods are called? Anomaly detection on call volume.

Data Sensitivity

What classification of data flows through this server? PII, credentials, internal docs?

Blast Radius

If compromised, how many agents, tools, and identities are affected?

Key Capabilities

Shadow MCP Discovery

Automatically discover MCP servers that were never registered. Network scanning and agent config analysis surface servers security teams never knew existed.

Per-Method Action Control

Go beyond server-level allow/deny. Set granular policies on individual methods — allow read operations while requiring review for write operations on the same server.

Blast Radius Mapping

For every MCP server, see exactly which agents connect, what methods they call, and what data they access. Understand the full impact of a compromised server.

Continuous Compliance

Automatically flag MCP servers that violate organizational policies: unencrypted connections, excessive permissions, missing authentication, or unapproved data access.

The Only MCP Governance Platform

CapabilityNetallion AI AssuranceManual AuditAPI Gateway
MCP server discovery
8-dimension trust scoring
Per-method action control
Shadow server detection
Blast radius mapping
Agent-to-server relationship graph
Continuous drift detection
Policy-as-code

Take Control of Your MCP Infrastructure

Discover shadow servers. Score trust. Enforce per-method policies. Start your 14-day Business trial.