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# pg-aiguide **AI-optimized PostgreSQL expertise for coding assistants** pg-aiguide helps AI coding tools write dramatically better PostgreSQL code. It…
# Supavec MCP Server A [Model Context Protocol (MCP)](https://modelcontextprotocol.io) server that enables AI assistants to fetch relevant embeddings and…
A PostgreSQL Model Context Protocol server that lets an LLM interact with a local database. It is experimental and not intended for real databases.
This Snowflake MCP server provides tooling for Snowflake Cortex AI features, bringing these capabilities to the MCP ecosystem. When connected to an MCP Client…
MCP Server for working with large Oracle databases
🐇 Model Context Protocol (MCP) server that provides comprehensive SQLite database interaction capabilities
# MongoDB MCP Server A Model Context Protocol server for interacting with MongoDB Databases and MongoDB Atlas. ## 📚 Table of Contents - [🚀 Getting…
PatSnap Advanced Patent Search MCP is a Model Context Protocol server that connects AI agents to PatSnap's Advanced Patent Search capabilities. Provides…
MCP to query SQL Server database schema, such as tables, columns, and relationships
# Elasticsearch MCP Server This is a Python-based MCP (Model Control Protocol) server that provides an interface for searching and analyzing property data…
AI-assisted development MCP providing long-term, on-device "AI memory" for IDEs. Powered by Kuzu GraphDB and exposed via MCP server
An MCP server that integrates with the Serper API to provide web, news, image, and video search results from Google, plus maps and reviews search, web scraping…
 # Unofficial Human Protein Atlas MCP Server A comprehensive Model Context Protocol (MCP) server for accessing Human Protein Atlas data…
# Confluent MCP Server [](https://www.npmjs.com/package/@confluentinc/mcp-confluent)…
hardcover-mcp connects your Hardcover library to AI assistants like Claude and Copilot. Search for books, update your reading status, manage lists, explore…
# GLEIF MCP Server A Model Context Protocol (MCP) server for accessing the Global Legal Entity Identifier (LEI) database via GLEIF's public API…
A Model Context Protocol (MCP) server that provides an interface between LLMs and MongoDB databases, optimized for small context windows (3k tokens). Specially…
An MCP server that provides safe, read-only access to SQLite databases through the Model Context Protocol. Built with the FastMCP framework, it enables LLMs to…
A TypeScript-based server to interact with ArangoDB using the Model Context Protocol, enabling database operations and integration with tools like Claude and…
# MongoDB MCP Server A Model Context Protocol server for interacting with MongoDB Databases and MongoDB Atlas. ## 📚 Table of Contents - [🚀 Getting…
# Simple MySQL MCP Server A minimal FastAPI-based MCP server that lets GitHub Copilot or other MCP-compatible tools securely query your local or Dockerized…
Read-only MCP server for your databases. Lets AI assistants inspect schemas, preview data, run read-only SQL, and join across PostgreSQL, MySQL, files…
Self-hosted, open-source MCP gateway: turn any API, database or MCP server into custom connectors for Claude, ChatGPT, Gemini, Copilot & Cursor — no code…