PostgreSQL MCP Server
A Python MCP server that enables schema discovery, read-only SQL queries, table previews, and index/relationship analysis on PostgreSQL databases.
README
<!-- mcp-name: io.github.musaddiq-dev/postgresql-mcp-server -->
PostgreSQL MCP Server
A Python Model Context Protocol (MCP) server for inspecting and querying PostgreSQL databases from MCP-compatible clients. It provides schema discovery, safe read-only query execution, query explanation, table previews, index analysis, relationship inspection, and PostgreSQL resources for table metadata.
Features
- List public tables and inspect table schemas
- Execute read-only SQL in a PostgreSQL read-only transaction
- Explain query plans without executing the target query directly
- Preview table rows with a fixed limit
- Inspect foreign-key relationships and indexes
- Expose passive MCP resources for table lists and schema details
Safety Model
postgresql_execute_read_query runs with PostgreSQL read-only transaction mode, caps returned rows by POSTGRES_READ_QUERY_LIMIT, and rolls back after execution. The server also includes postgresql_execute_write_query, which only accepts a single INSERT, UPDATE, DELETE, CREATE, ALTER, DROP, or TRUNCATE statement and can modify data/schema if the connected database user has permission. Do not auto-approve write-capable tools in your MCP client. For public or shared use, run the server with a dedicated read-only PostgreSQL user.
Requirements
- Python 3.11+
- PostgreSQL database
- MCP-compatible client such as Claude Desktop, Cursor, VS Code, or another MCP host
Installation
When published to PyPI, install or run the server like a standard Python MCP package:
uvx mdev-postgresql-mcp-server
For local development from source:
git clone https://github.com/musaddiq-dev/postgresql-mcp-server.git
cd postgresql-mcp-server
python -m venv .venv
source .venv/bin/activate
pip install -e .
Configuration
Copy the example environment file and update it with your database connection details.
cp .env.example .env
| Variable | Description | Required | Default |
|---|---|---|---|
POSTGRES_HOST |
PostgreSQL host | Yes | localhost |
POSTGRES_PORT |
PostgreSQL port | Yes | 5432 |
POSTGRES_USER |
PostgreSQL username | Yes | None |
POSTGRES_PASSWORD |
PostgreSQL password | No | None |
POSTGRES_DB |
PostgreSQL database name | Yes | None |
LOG_LEVEL |
Python logging level written to stderr | No | INFO |
POSTGRES_READ_QUERY_LIMIT |
Maximum rows returned by read queries | No | 1000 |
Example read-only user:
CREATE USER mcp_readonly WITH PASSWORD 'change-me';
GRANT CONNECT ON DATABASE your_database TO mcp_readonly;
GRANT USAGE ON SCHEMA public TO mcp_readonly;
GRANT SELECT ON ALL TABLES IN SCHEMA public TO mcp_readonly;
ALTER DEFAULT PRIVILEGES IN SCHEMA public GRANT SELECT ON TABLES TO mcp_readonly;
Running
mdev-postgresql-mcp-server
From a local checkout before PyPI publication, run:
python -m postgresql_mcp_server.server
MCP Client Configuration
For published installs, prefer uvx. MCP servers using stdio must write protocol messages only to stdout; this server writes logs to stderr through Python logging.
Claude Desktop / Cursor / Windsurf / Cline
Most MCP clients accept this mcpServers JSON shape:
{
"mcpServers": {
"postgresql": {
"command": "uvx",
"args": ["mdev-postgresql-mcp-server"],
"env": {
"POSTGRES_HOST": "localhost",
"POSTGRES_PORT": "5432",
"POSTGRES_USER": "mcp_readonly",
"POSTGRES_PASSWORD": "change-me",
"POSTGRES_DB": "your_database"
}
}
}
}
For local development from this repository, use the installed console script path instead:
{
"mcpServers": {
"postgresql": {
"command": "/absolute/path/to/postgresql-mcp-server/.venv/bin/mdev-postgresql-mcp-server",
"args": [],
"env": {
"POSTGRES_HOST": "localhost",
"POSTGRES_PORT": "5432",
"POSTGRES_USER": "mcp_readonly",
"POSTGRES_PASSWORD": "change-me",
"POSTGRES_DB": "your_database"
}
}
}
}
Claude Code CLI
claude mcp add postgresql \
--env POSTGRES_HOST=localhost \
--env POSTGRES_PORT=5432 \
--env POSTGRES_USER=mcp_readonly \
--env POSTGRES_PASSWORD=change-me \
--env POSTGRES_DB=your_database \
-- uvx mdev-postgresql-mcp-server
VS Code MCP
VS Code uses the same command/args/env model in its MCP configuration:
{
"servers": {
"postgresql": {
"type": "stdio",
"command": "uvx",
"args": ["mdev-postgresql-mcp-server"],
"env": {
"POSTGRES_HOST": "localhost",
"POSTGRES_PORT": "5432",
"POSTGRES_USER": "mcp_readonly",
"POSTGRES_PASSWORD": "change-me",
"POSTGRES_DB": "your_database"
}
}
}
}
Tools
| Tool | Purpose | Safety |
|---|---|---|
postgresql_list_tables |
List public base tables | Read-only |
postgresql_describe_table |
Show columns and metadata for a table | Read-only |
postgresql_execute_read_query |
Run bounded SQL under read-only transaction mode | Read-only |
postgresql_execute_write_query |
Run a single approved modifying SQL statement and commit | Destructive |
postgresql_explain_query |
Return PostgreSQL EXPLAIN output for a single query |
Read-only |
postgresql_get_database_summary |
Return database version and table count | Read-only |
postgresql_get_relationships |
Inspect foreign-key relationships | Read-only |
postgresql_analyze_indexes |
Inspect indexes and sizes | Read-only |
postgresql_preview_table |
Return up to 10 rows from a table | Read-only |
postgresql_search_sql_definitions |
Search public SQL routines/functions | Read-only |
Resources
postgres://list_tablesreturns public table names.postgres://schema/{table_name}returns a generated schema statement for a table.
Smoke Check
Without a database, verify syntax with:
python -m py_compile src/postgresql_mcp_server/server.py
With a configured database, start the server and use your MCP client to call list_tables.
Distribution
This server is published through the standard Python MCP distribution path:
- PyPI package:
mdev-postgresql-mcp-server - MCP Registry name:
io.github.musaddiq-dev/postgresql-mcp-server - Runtime hint:
uvx - Transport:
stdio
The mcp-name marker at the top of this README is required for MCP Registry ownership verification. Users should prefer uvx mdev-postgresql-mcp-server in local MCP client configurations.
Security Notes
- Do not commit
.envor MCP client configs containing credentials. - Use least-privilege database users.
- Treat
execute_write_queryas destructive and require explicit user approval in your MCP client. - Review generated SQL before running write-capable tools.
License
MIT
Recommended Servers
playwright-mcp
A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.
Magic Component Platform (MCP)
An AI-powered tool that generates modern UI components from natural language descriptions, integrating with popular IDEs to streamline UI development workflow.
Audiense Insights MCP Server
Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement.
VeyraX MCP
Single MCP tool to connect all your favorite tools: Gmail, Calendar and 40 more.
graphlit-mcp-server
The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a Graphlit project - and then retrieve relevant contents from the MCP client.
Kagi MCP Server
An MCP server that integrates Kagi search capabilities with Claude AI, enabling Claude to perform real-time web searches when answering questions that require up-to-date information.
E2B
Using MCP to run code via e2b.
Neon Database
MCP server for interacting with Neon Management API and databases
Exa Search
A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.
Qdrant Server
This repository is an example of how to create a MCP server for Qdrant, a vector search engine.