
Postgres Mcp
io.github.pgEdgePublished by GitHub account pgEdgev1.0.0Updated Oct 25, 2026
Enterprise PostgreSQL MCP server with NL queries, hybrid search (pgvector+BM25), and web UI
Overview
An MCP server that lets an assistant query PostgreSQL databases in SQL or natural language, with schema analysis and hybrid search.
- What you can do
- Run SQL queries against PostgreSQL databases, read-only by default, and form queries from natural language through a built-in agent. Analyze database schemas and read PostgreSQL statistics and other resources. Run hybrid search combining BM25 and MMR, and generate embeddings. Use guided prompts for semantic search setup, database exploration and query diagnostics. Optionally serve a web chat UI and HTTP/HTTPS API with user and token authentication.
- When to use it
- Useful for internal developer workflows and trusted environments where an assistant should explore and query PostgreSQL 14 or newer databases, including natural-language querying and semantic search over data.
- Requirements
- Runs as a local process, distributed as a container image on GitHub Container Registry. Needs a PostgreSQL 14 or higher database and a configured connection (config file, environment variables or command-line flags). Optional HTTP mode needs user and token authentication setup; embedding features need a provider configuration.
Installation
In SourceWeft
- Open Postgres Mcp in the dashboard and add it to a workspace.
- Enable the server for the chats that should use its tools.
Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.
Other MCP clients
Follow the launch instructions in the repository.
README
pgEdge Postgres MCP Server and Natural Language Agent
[CI - MCP Server] [CI - CLI Client] [CI - Web Client] [CI - Docker] [CI - Documentation]
- About the pgEdge Postgres MCP Server
- Installing the MCP Server
- Configuring the MCP Server
- Specifying Configuration Preferences
- Using Environment Variables to Specify Options
- Including Provider Embeddings in a Configuration File
- Configuring the Agent for Multiple Databases
- Configuring Supporting Services; HTTP, systemd, and nginx
- Using an Encryption Secret File
- Enabling or Disabling Features
- Configuring and Using a Client Application
- Reviewing Server Logs
- Authentication and Security
- Reference
- Advanced Topics
- For Developers
- Contributing
- Accessing Online Help
- Troubleshooting
- Release Notes
- Licence
The pgEdge Postgres Model Context Protocol (MCP) server enables SQL queries against PostgreSQL databases through MCP-compatible clients. The Natural Language Agent provides supporting functionality that allows you to use natural language to form SQL queries.
Supported Versions: PostgreSQL 14 and higher.
NOT FOR PUBLIC-FACING APPLICATIONS: This MCP server provides LLMs with read access to your entire database schema and data. It should only be used for internal tools, developer workflows, or environments where all users are trusted. For public-facing applications, consider the pgEdge RAG Server instead. See the Choosing the Right Solution guide for details.
Quick Start
The Quick Start guide covers installation and setup for all supported clients:
For a guided demo with sample data, see the Quickstart Demo with Northwind.
Key Features
- Read-Only Protection - All queries run in read-only transactions by default
- Resources - Access PostgreSQL statistics and more
- Tools - Query execution, schema analysis, advanced hybrid search (BM25+MMR), embedding generation, resource reading, and more
- Prompts - Guided workflows for semantic search setup, database exploration, query diagnostics, and more
- Production Chat Client - Full-featured Go client with Anthropic prompt caching (90% cost reduction)
- HTTP/HTTPS Mode - Direct API access with user and token authentication
- Web Interface - Modern React-based UI with AI-powered chat for natural language database interaction
- Docker Support - Pre-built images on GitHub Container Registry with Docker Compose deployment
- Secure - TLS support, user and token auth, read-only enforcement
- Hot Reload - Automatic reload of authentication files without server restart
Development
Prerequisites
- Go 1.21 or higher
- PostgreSQL 14 or higher (for testing)
- golangci-lint v1.x (for linting)
Setup Linter
The project uses golangci-lint v1.x. Install it with:
Note: The configuration file .golangci.yml
is compatible with golangci-lint v1.x (not v2).
Building
Testing
Web UI Tests
The web UI has a comprehensive test suite. See web/TEST_SUMMARY.md for details.
Security
- Read-only transaction enforcement (configurable per database)
- User and API token authentication with expiration
- TLS/HTTPS support
- SHA256 token hashing
- File permission enforcement (0600)
- Input validation and sanitization
See the Security Guide for comprehensive security documentation.
Troubleshooting
Tools not visible in Claude Desktop?
- Use absolute paths in config
- Restart Claude Desktop completely
- Check JSON syntax
Database connection errors?
- Ensure database connection is configured before starting the server (via config file, environment variables, or command-line flags)
- Verify PostgreSQL is running:
pg_isready - Check connection parameters are correct
See the Troubleshooting Guide for detailed solutions.
Support
To report an issue with the software, visit: GitHub Issues
For more information, visit docs.pgedge.com
This project is licensed under the PostgreSQL License.
Source: README.md at commit d451081
Tools
0Version history
1- v1.0.0LatestSep 16, 2026
Score
50% of the applicable checks met
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- Reached in the last 30 days25 pts
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- Auth declared10 pts
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- Tools listed15 pts
Answer tools/list without a credential, or ship a package that starts in a sandbox without one.
- DescriptionRequired15 pts
- Logo10 pts
- Documentation15 pts
- License10 pts