# mcp-agent

> mcp-agent — haohao-end-mcp-agent. Use this tool when you need to integrate large language models (LLMs) with external tools and data sources, such as real-time weather data, to generate augmented responses. The mcp-agent framework provides a standardized client-server architecture and advanced Retrieval-Augmented Generation (RAG) system, allowing for modular and flexible integration. It is ideal for use cases requiring dynamic data fetching and generation, such as chatbots, virtual assistants, or automated content creation.

Canonical page: https://skillsregistry.net/skills/haohao-end-mcp-agent  
JSON: https://api.skillsregistry.net/v1/skills/haohao-end-mcp-agent

## Description

A modular Python framework implementing the Model Context Protocol (MCP). It features a standardized client-server architecture over StdIO, integrating LLMs with external tools, real-time weather data fetching, and an advanced RAG (Retrieval-Augmented Generation) system.

## Trust

- **Trust score (0–1):** 0.63
- **Verification tier:** scanned
- **Last scanned:** 2026-09-03

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Category:** ai-ml
- **Updated:** 2026-09-20

## Source

- **Source listing:** [GitHub](https://github.com/Haohao-end/mcp-agent)

## 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": "haohao-end-mcp-agent"
    }
  }
}
```

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