# Maple

> Use this tool when you need to monitor and control high-agency AI agents, providing observability and safety through real-time tracing, replaying, and auditing. It solves problems related to agent behavior evolution, risk management, and anomaly detection, allowing for blocking or forking of agent actions. Ideal for use cases requiring strict safety control and ML-driven oversight, with inputs including agent actions and outputs including risk assessments and audit trails.

Canonical page: https://skillsregistry.net/skills/alnosarus-copymaple  
JSON: https://api.skillsregistry.net/v1/skills/alnosarus-copymaple

## Description

A unified MCP server providing observability, safety control, and behavior evolution for high-agency AI agents through tracing, replaying, and auditing. It features real-time firewall guardrails and ML-driven anomaly detection to monitor, block, or fork agent actions based on risk.

## Trust

- **Trust score (0–1):** 0.78
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-28

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/kmvahywkwy)
- **Repository:** <https://github.com/alnosarus/copymaple>

## 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": "alnosarus-copymaple"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/alnosarus-copymaple` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/alnosarus-copymaple/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