# Python MCP Server Examples

> Use this tool when you need to extend AI assistant capabilities with advanced calculations, cloud services, and database operations. It provides a collection of Python-based Model Context Protocol servers that support interactions with AWS services like S3 and RDS, as well as PostgreSQL databases. This tool is ideal for use cases requiring data storage, retrieval, and processing, and accepts inputs like calculation requests and database queries, producing outputs like results and data extracts.

Canonical page: https://skillsregistry.net/skills/cyanmage-building-mcp-servers-with-amazon-q-cli-and-python  
JSON: https://api.skillsregistry.net/v1/skills/cyanmage-building-mcp-servers-with-amazon-q-cli-and-python

## Description

A collection of Python-based Model Context Protocol servers that extend AI assistant capabilities with tools for calculations, AWS services (S3 and RDS), and PostgreSQL database operations.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-09-02

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** database
- **Updated:** 2026-09-02

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/ri6mgnjcjw)
- **Repository:** <https://github.com/cyanmage/Building-MCP-Servers-with-Amazon-Q-CLI-and-Python>

## 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": "cyanmage-building-mcp-servers-with-amazon-q-cli-and-python"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/cyanmage-building-mcp-servers-with-amazon-q-cli-and-python` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/cyanmage-building-mcp-servers-with-amazon-q-cli-and-python/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