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This commit is contained in:
wehub-resource-sync
2026-07-13 13:25:13 +08:00
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# PostgreSQL MCP Agent
This agent uses the PostgreSQL MCP server to interact with PostgreSQL databases. It demonstrates how to:
- Connect to a PostgreSQL database using MCP (Model Context Protocol)
- Use `uvx` to run the MCP server without manual installation
- Pass database credentials securely via environment variables
## Prerequisites
- **PostgreSQL Database**: You need access to a PostgreSQL database with a connection string
- **uvx**: The agent uses `uvx` (part of the `uv` package manager) to run the MCP server
## Setup Instructions
### 1. Configure Database Connection
Create a `.env` file in the `mcp_postgres_agent` directory:
```bash
POSTGRES_CONNECTION_STRING=postgresql://user:password@host:port/database
```
Example connection string format:
```
postgresql://username:password@localhost:5432/mydb
postgresql://postgres.xyz:password@aws-region.pooler.supabase.com:5432/postgres
```
### 2. Run the Agent
Start the ADK Web UI from the samples directory:
```bash
adk web
```
The agent will automatically:
- Load the connection string from the `.env` file
- Use `uvx` to run the `postgres-mcp` server with unrestricted access mode
- Connect to your PostgreSQL database
### 3. Example Queries
Once the agent is running, try these queries:
- "What tables are in the database?"
- "Show me the schema for the users table"
- "Query the first 10 rows from the products table"
- "What indexes exist on the orders table?"
- "Create a new table called test_table with columns id and name"
## Configuration Details
The agent uses:
- **Model**: Gemini 2.0 Flash
- **MCP Server**: `postgres-mcp` (via `uvx`)
- **Access Mode**: Unrestricted (allows read/write operations). **Warning**: Using unrestricted mode in a production environment can pose significant security risks. It is recommended to use a more restrictive access mode or configure database user permissions appropriately for production use.
- **Connection**: StdioConnectionParams with 60-second timeout
- **Environment Variable**: `DATABASE_URI` (mapped from `POSTGRES_CONNECTION_STRING`)
## Troubleshooting
- Ensure your `POSTGRES_CONNECTION_STRING` is correctly formatted
- Verify database credentials and network access
- Check that `uv` is installed (`pip install uv` or `brew install uv`)
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# Copyright 2026 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from . import agent
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# Copyright 2026 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
import os
from dotenv import load_dotenv
from google.adk.agents.llm_agent import LlmAgent
from google.adk.tools.mcp_tool import StdioConnectionParams
from google.adk.tools.mcp_tool.mcp_toolset import MCPToolset
from google.genai.types import GenerateContentConfig
from mcp import StdioServerParameters
load_dotenv()
POSTGRES_CONNECTION_STRING = os.getenv("POSTGRES_CONNECTION_STRING")
if not POSTGRES_CONNECTION_STRING:
raise ValueError(
"POSTGRES_CONNECTION_STRING environment variable not set. "
"Please create a .env file with this variable."
)
root_agent = LlmAgent(
name="postgres_agent",
instruction=(
"You are a PostgreSQL database assistant. "
"Use the provided tools to query, manage, and interact with "
"the PostgreSQL database. Ask clarifying questions when unsure."
),
tools=[
MCPToolset(
connection_params=StdioConnectionParams(
server_params=StdioServerParameters(
command="uvx",
args=["postgres-mcp", "--access-mode=unrestricted"],
env={"DATABASE_URI": POSTGRES_CONNECTION_STRING},
),
timeout=60,
),
)
],
generate_content_config=GenerateContentConfig(
temperature=0.2,
top_p=0.95,
),
)