# adaptive-agent-mcp

> Use this tool when you need to enable AI agents to autonomously learn and adapt to user preferences and knowledge graphs. It solves problems related to continuous learning, memory management, and application integration by providing a self-evolving system that reads and writes memory across applications. The adaptive-agent-mcp tool accepts user interactions and application data as inputs and outputs updated knowledge graphs and user preferences.

Canonical page: https://skillsregistry.net/skills/justforever17-adaptive-agent-mcp  
JSON: https://api.skillsregistry.net/v1/skills/justforever17-adaptive-agent-mcp

## Description

A self-evolving RAG system that enables AI agents to autonomously read and write memory, continuously learning and adapting user preferences, daily logs, and knowledge graphs across applications.

## Trust

- **Trust score (0–1):** 0.66
- **Verification tier:** scanned
- **Last scanned:** 2026-09-01

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-01

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/xxgrc0ogq7)
- **Repository:** <https://github.com/justForever17/adaptive-agent-mcp>

## 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": "justforever17-adaptive-agent-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/justforever17-adaptive-agent-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/justforever17-adaptive-agent-mcp/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