# MCP-Lattice

> MCP-Lattice — panavinsingh-mcp-lattice. Use this tool when you need to identify potential security vulnerabilities in multi-server AI agent deployments using Model Context Protocol (MCP). The MCP-Lattice security scanner analyzes capability graphs to detect complex, emergent attack chains that may evade individual tool scans, providing a comprehensive output of potential threats. It integrates with git, allowing for seamless analysis of MCP deployments and enabling proactive security measures.

Canonical page: https://skillsregistry.net/skills/panavinsingh-mcp-lattice  
JSON: https://api.skillsregistry.net/v1/skills/panavinsingh-mcp-lattice

## Description

Security scanner for Model Context Protocol (MCP) with capability graph analysis. Detects emergent attack chains across multi-server AI agent deployments that no individual tool scan can find.

## Trust

- **Trust score (0–1):** 0.49
- **Verification tier:** scanned
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **License:** Apache-2.0
- **Updated:** 2026-09-28

## Source

- **Source listing:** [GitHub](https://github.com/panavinsingh/MCP-Lattice)

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "panavinsingh-mcp-lattice"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/panavinsingh-mcp-lattice` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/panavinsingh-mcp-lattice/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt