Aws Sample Gen Ai Mcp Server
About
sample code using gen-ai(bedrock) with mcp-server
Explore
- PostgreSQL database connection demonstration
- Wikipedia web search integration
- Based on AWS Sample MCP Demos fork
- Uses MCP protocol for AI model context
Setting up with Highlight
This MCP is not yet compatible with Highlight’s one-click setup. However, you can still use it with Highlight by following these steps:
- Download and install Highlight from highlightai.com/download
- Navigate to the plugins tab and select "Add Custom Plugin"
-
Configure the plugin with the settings below
Plugin Name
Aws Sample Gen Ai Mcp ServerCommand (node, npx, python, etc.)Please refer to the README for specific instructions on how to obtain API keys or other required environment variables.
- Enable "Start Automatically" if you want the plugin to start when Highlight launches
From the repository
- Python 3.13+
- PostgreSQL (via Docker)
1. Set up a virtual environment (recommended):
python -m venv venv
source venv/bin/activate # On Windows: venv\Scripts\activate
2. Install dependencies:
pip install -r init/requirements.txt
python3 main.py
---
Claude Desktop / Cursor
Paste into your MCP client config file to install this server.
{
"mcpServers": {
"aws sample gen ai mcp server": {
"aws-sample-gen-ai-mcp-server": {
"command": "python",
"args": [
"-m",
"venv",
"venv"
]
}
}
}
}McpServers
{
"aws-sample-gen-ai-mcp-server": {
"command": "python",
"args": [
"-m",
"venv",
"venv"
]
}
}move to https://github.com/jikang-jeong/mcp_bedrock_sample
-------
This sample code project is a fork from [https://github.com/aws-samples/Sample-Model-Context-Protocol-Demos]'s repository.
- add postgres db-conn sample
- add web search (wikipedia) sample
✅ Prerequisites
- Python 3.13+ - PostgreSQL (via Docker)Start PostgreSQL with Docker Compose
docker-compose -f docker-compose/docker-compose.yml up -d
Initialize the Database
- SQL initialization script: /init/init.sql
(Includes both DDL and DML)
---
⚡ Quick Start
1. Set up a virtual environment (recommended):
python -m venv venv
source venv/bin/activate # On Windows: venv\Scripts\activate
2. Install dependencies:
pip install -r init/requirements.txt
python3 main.py
---
🐘 PostgreSQL Driver Issue (psycopg)
만약, 아래 오류가 출력된다면
ImportError: no pq wrapper available.
Attempts made:
- couldn't import psycopg 'c' implementation: No module named 'psycopg_c'
- couldn't import psycopg 'binary' implementation: No module named 'psycopg_binary'
- couldn't import psycopg 'python' implementation: libpq library not found
아래 PostgreSQL client libraries 설치하십시오. 또는 postgres 모듈을 변경 사용해도 됩니다.
macOS:
brew install libpq
brew link --force libpq
Ubuntu:
sudo apt-get install libpq-dev
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