# mcp-resonance

> Use this tool when you need to analyze complex interactions between MCP servers and identify optimal next actions. It monitors and analyzes server interactions to detect emergent patterns and visualize coupling relationships, providing insights to improve system coherence and resonance state. Ideal for use cases requiring real-time system optimization and pattern recognition, with inputs including server interaction data and outputs including visualized relationships and suggested actions.

Canonical page: https://skillsregistry.net/skills/atomic-germ-mcp-resonance  
JSON: https://api.skillsregistry.net/v1/skills/atomic-germ-mcp-resonance

## Description

Monitors and analyzes interactions between MCP servers to detect emergent patterns, visualize coupling relationships, and suggest optimal next actions based on system coherence and resonance state.

## Trust

- **Trust score (0–1):** 1.00
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** monitoring
- **Updated:** 2026-09-19

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/cab5u6bsdx)
- **Repository:** <https://github.com/Atomic-Germ/mcp-resonance>

## 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": "atomic-germ-mcp-resonance"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/atomic-germ-mcp-resonance` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/atomic-germ-mcp-resonance/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