Agentmesh - AI agent governance middleware
About
Governance middleware for AI agents: deterministic policy enforcement, cryptographic audit trails with digital signatures, DLP/PII detection, Trust Score per agent (0-100), EU AI Act compliance (Art. 9, 11, 12, 14), Agent BOM generation, and Circuit Breaker. Native support for La
Details
- Author
- angelnicolasc
- Downloads
- 321
- Categories
- Developer Tools, AI, Security
Jump to
- AST-based governance scoring with 33 deterministic policy rules (<2ms evaluation)
- Agent BOM (bill of materials) for agents, tools, and models
- Native SARIF 2.1.0 output for GitHub Code Scanning integration
- EU AI Act gap detection (Art. 9, 11, 12, 14)
- Runtime DLP with Presidio-based PII/PCI scanning
- Dynamic trust score and circuit breaker for production agents
Setting up with Highlight
This MCP is not yet compatible with Highlight’s one-click setup. However, you can still use it with Highlight by following these steps:
- Download and install Highlight from highlightai.com/download
- Navigate to the plugins tab and select "Add Custom Plugin"
-
Configure the plugin with the settings below
Plugin Name
Agentmesh - AI agent governance middlewareCommand (node, npx, python, etc.)Please refer to the README for specific instructions on how to obtain API keys or other required environment variables.
- Enable "Start Automatically" if you want the plugin to start when Highlight launches
From the repository
Install the CLI with pip install useagentmesh, then run agentmesh scan . for a governance report. To use the MCP server with Claude Desktop or VS Code/Cursor, add the provided JSON configuration to the appropriate settings file, setting the AGENTMESH_API_KEY environment variable for Claude Desktop.
Claude Desktop / Cursor
Paste into your MCP client config file to install this server.
{
"mcpServers": {
"agentmesh - ai agent governance middleware": {
"agentmesh": {
"command": "uvx",
"args": [
"useagentmesh"
],
"env": {
"AGENTMESH_API_KEY": "your-api-key"
}
}
}
}
}McpServers
{
"agentmesh": {
"command": "uvx",
"args": [
"useagentmesh"
],
"env": {
"AGENTMESH_API_KEY": "your-api-key"
}
}
}AgentMesh
Scan your AI agents for governance gaps. Enforce policies in production.
[
]()
[
]()
---
What is AgentMesh?
AgentMesh is a governance platform for AI agents, built in two layers:
1. Scan CLI (free, offline, no account) — Analyzes your codebase via AST to find governance gaps, generate an Agent BOM, and map EU AI Act requirements. Like snyk test for AI agents.
2. Runtime Platform (SaaS, requires account) — Middleware that intercepts tool calls in production to enforce policies, scan payloads for PII, and track agent trust. Like snyk monitor for AI agents.
---
Quick Start
```bash
pip install useagentmesh
agentmesh scan .
Sign in to leave a review
Use Google, GitHub, or an email account so ratings stay tied to real people.
No reviews posted yet.
