# Adaptive Agent Harness

> Adaptive Agent Harness — phenomenoner-adaptive-agent-harness. Use this tool when you need to provide agents with a persistent and stateful computation environment, enabling durable model calls and artifact management. It solves problems of ephemeral computation and limited tooling by offering 30 integrated tools and a brokered engine. Ideal for use cases requiring bounded model calls, artifacts, and receipts with host-owned authority.

Canonical page: https://skillsregistry.net/skills/phenomenoner-adaptive-agent-harness  
JSON: https://api.skillsregistry.net/v1/skills/phenomenoner-adaptive-agent-harness

## Description

MCP server giving agents a persistent IPython workbench and a brokered RLM engine for durable, stateful computation. Offers 30 tools for bounded model calls, artifacts, and receipts with host-owned authority.

## Trust

- **Trust score (0–1):** 0.66
- **Verification tier:** scanned
- **Last scanned:** 2026-08-29

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** other
- **Updated:** 2026-08-29

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/tldnzoopyp)
- **Repository:** <https://github.com/phenomenoner/adaptive-agent-harness>

## 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": "phenomenoner-adaptive-agent-harness"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/phenomenoner-adaptive-agent-harness` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/phenomenoner-adaptive-agent-harness/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