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Postgres Server

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This server enables interaction with PostgreSQL databases through the Model Context Protocol, optimized for the AWS Bedrock AgentCore Runtime. It provides tools

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About

This server enables interaction with PostgreSQL databases through the Model Context Protocol, optimized for the AWS Bedrock AgentCore Runtime. It provides tools for executing read-only queries, exploring database schemas, and monitoring table statistics or slow queries.

README

A Postgres MCP server built for AWS Bedrock AgentCore Runtime.

AgentCore Protocol Compliance

  • Transport: Stateless streamable-http (stateless_http=True)
  • Port: 8000 on 0.0.0.0
  • Path: POST /mcp
  • Platform: ARM64 container
  • Framework: Python FastMCP

Tools

Tool Description
query Execute read-only SQL queries (runs in READ ONLY transaction)
list_tables List tables in a schema with row counts and sizes
describe_table Column details, constraints, and indexes for a table
list_schemas List all non-system database schemas
explain_query Get EXPLAIN plan for a query (optionally with ANALYZE)
get_table_stats Row counts, sizes, scan stats, vacuum info
get_slow_queries Top slow queries from pg_stat_statements

Environment Variables

Variable Required Description
POSTGRES_URL Yes* PostgreSQL connection string
DATABASE_URI Yes* Alternative name for connection string

*One of POSTGRES_URL or DATABASE_URI is required.

Security

  • All queries execute inside READ ONLY transactions
  • Point POSTGRES_URL at a read replica for hard DB-level enforcement
  • Use a Postgres user with SELECT-only grants for defense in depth

Local Development

# Run directly
POSTGRES_URL="postgresql://user:pass@localhost:5432/mydb" python server.py

# Run with Docker
docker build -t postgres-mcp .
docker run -e POSTGRES_URL="postgresql://user:pass@host:5432/mydb" -p 8000:8000 postgres-mcp

Deploy to AgentCore

# Build for ARM64
docker buildx build --platform linux/arm64 -t <ecr-uri>/pgmcp:latest --push .

# Create runtime
aws bedrock-agentcore-control create-agent-runtime \
  --agent-runtime-name "mcp_postgres" \
  --agent-runtime-artifact '{"containerConfiguration":{"containerUri":"<ecr-uri>/pgmcp:latest"}}' \
  --protocol-configuration '{"serverProtocol":"MCP"}' \
  --environment-variables '{"POSTGRES_URL":"postgresql://...","PORT":"8000"}' \
  --network-configuration '{"networkMode":"VPC","networkModeConfig":{"securityGroups":["sg-xxx"],"subnets":["subnet-xxx"]}}' \
  --role-arn "arn:aws:iam::xxx:role/agentcore-execution"

Test

# Health check (via MCP initialize)
curl -X POST http://localhost:8000/mcp \
  -H "Content-Type: application/json" \
  -H "Accept: application/json, text/event-stream" \
  -d '{"jsonrpc":"2.0","id":1,"method":"initialize","params":{"protocolVersion":"2025-03-26","capabilities":{},"clientInfo":{"name":"test","version":"1.0"}}}'

# List tools
curl -X POST http://localhost:8000/mcp \
  -H "Content-Type: application/json" \
  -H "Accept: application/json, text/event-stream" \
  -d '{"jsonrpc":"2.0","id":2,"method":"tools/list"}'

from github.com/madhurprash/postgres-mcp-agentcore

Installing Postgres Server

This server has no published package — it is built from source. Open the repository and follow its README.

▸ github.com/madhurprash/postgres-mcp-agentcore

FAQ

Is Postgres Server MCP free?

Yes, Postgres Server MCP is free — one-click install via Unyly at no cost.

Does Postgres Server need an API key?

No, Postgres Server runs without API keys or environment variables.

Is Postgres Server hosted or self-hosted?

Self-hosted: the server runs locally on your machine via the install command above.

How do I install Postgres Server in Claude Desktop, Claude Code or Cursor?

Open Postgres Server on unyly.org, pick your client tab (Claude Desktop, Claude Code, Cursor) and press Install — the config is generated automatically, no JSON editing.

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