Semantic PostgreSQL MCP Server

Created By
cpenniman12a year ago
A PostgreSQL MCP server with semantic search capabilities for AI chatbots
Overview

What is Semantic PostgreSQL MCP Server?

The Semantic PostgreSQL MCP Server is a Model Context Protocol (MCP) server that enables AI assistants, such as Claude, to perform semantic searches on PostgreSQL databases, enhancing their ability to understand and interact with data.

How to use Semantic PostgreSQL MCP Server?

To use the server, set up PostgreSQL with the pgvector extension, clone the repository, install dependencies, configure environment variables, and start the server. Then, integrate it with Claude Desktop for seamless interaction.

Key features of Semantic PostgreSQL MCP Server?

  • Vector-based semantic search using OpenAI's embeddings.
  • Metadata-driven approach that stores rich descriptions of database schema.
  • No need for schema modifications; existing tables remain unchanged.
  • Simple integration with Claude Desktop for easy configuration.

Use cases of Semantic PostgreSQL MCP Server?

  1. Executing natural language queries to retrieve data from databases.
  2. Performing hybrid searches that combine keyword matching with semantic understanding.
  3. Providing context-aware responses based on comprehensive metadata about the database schema.

FAQ from Semantic PostgreSQL MCP Server?

  • What is MCP?

Model Context Protocol (MCP) is an open standard that connects AI assistants to external systems, allowing them to interact with databases and other tools.

  • What are the prerequisites for using this server?

You need PostgreSQL 13+ with pgvector, Node.js 18+, an OpenAI API key, and Claude Desktop or any MCP-compatible client.

  • Can I use this server with any AI assistant?

Yes, as long as the assistant is MCP-compatible, it can utilize the server's capabilities.

Project Info
Created At
a year ago
Updated At
a year ago
Author Name
cpenniman12
Star
0
Language
-
License
-

Recommend Servers

View All
Ghl Command
@Elite DCs LLC

GoHighLevel MCP server for Claude. 212 tools across 43 modules, including the only programmatic GHL workflow builder (private API, reverse-engineered), funnel + page editor, form builder, pipeline builder, pre-deploy validator, multi-sub-account switching, bulk operations, and full account export. $97 one-time, lifetime updates. GHL Command gives Claude full programmatic control of GoHighLevel through 212 tools across 43 modules. Built for GoHighLevel agency operators who manage many client sub-accounts and want to onboard new clients in minutes instead of days. Exclusive capabilities (none of the free GHL MCPs have these): - Programmatic workflow builder. Create, edit, clone, publish, and validate complete GHL workflows from a single prompt. GHL's public API has no workflow write endpoints; this uses their internal API (the same one their UI calls). - Funnel + page editor and form builder (also private API). - Pipeline builder, goal event builder, full 57-native-trigger registry. - Pre-deploy validator that catches GHL's silent invalid-ID failure (a common workflow-breaking bug GHL never warns you about). - Multi-sub-account token registry. Switch between any client account mid-conversation; API keys swap automatically. - Bulk operations: tag, update, enroll, delete hundreds of contacts in one command. - Full account export and side-by-side location diff for audit or migration. Works with Claude Desktop App, Claude Code (terminal), and headless on a Linux server or droplet. $97 one-time, 3 machines, no subscription, lifetime updates. 30-day time-back guarantee: save 5+ hours on one real client build or full refund.

a day ago
Gelbooru

17 hours ago