# ai-agent-layer

> ai-agent-layer — mhsh77-ai-agent-layer. Use this tool when you need to integrate AI agents with websites, enabling seamless interaction and knowledge extraction. It solves problems of unstructured data and limited AI capabilities by providing structured knowledge graph contexts and generated actions. The ai-agent-layer takes in website data as input and outputs readiness scoring and actionable insights, ideal for use cases requiring automated website navigation and data extraction.

Canonical page: https://skillsregistry.net/skills/mhsh77-ai-agent-layer  
JSON: https://api.skillsregistry.net/v1/skills/mhsh77-ai-agent-layer

## Description

Enables AI agents to interact with any website through MCP, providing structured knowledge graph contexts, generated actions, and readiness scoring.

## Trust

- **Trust score (0–1):** 0.00
- **Verification tier:** scanned
- **Last scanned:** 2026-08-29

## Facts

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

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/c4g6u26df2)
- **Repository:** <https://github.com/mhsh77/ai-agent-layer>

## 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": "mhsh77-ai-agent-layer"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/mhsh77-ai-agent-layer` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/mhsh77-ai-agent-layer/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