Postgres Ai Guide
# pg-aiguide **AI-optimized PostgreSQL expertise for coding assistants** pg-aiguide helps AI coding tools write dramatically better PostgreSQL code. It…
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Prisma
 <div align="center"> <h1>Prisma</h1> <a href="https://www.npmjs.com/package/prisma"><img…
Prisma MCP Server
# Prisma MCP Server This package provides a Model Context Protocol (MCP) server that acts as an interface to a database managed by Prisma ORM. It allows…
Prisma MCP Server
# Prisma MCP Server This package provides a Model Context Protocol (MCP) server that acts as an interface to a database managed by Prisma ORM. It allows…
MongoDB MCP Server
# MongoDB MCP Server A Model Context Protocol server for interacting with MongoDB Databases and MongoDB Atlas. ## 📚 Table of Contents - [🚀 Getting…
Confluent Cloud
# Confluent MCP Server [](https://www.npmjs.com/package/@confluentinc/mcp-confluent)…
Alibaba Cloud Yaochi DB MCP Server
# Alibaba Cloud Yaochi DB MCP Server Yaochi Database AI Native MCP Server — One MCP Server to manage all Alibaba Cloud databases…
MongoDB MCP Server
# MongoDB MCP Server A Model Context Protocol server for interacting with MongoDB Databases and MongoDB Atlas. ## 📚 Table of Contents - [🚀 Getting…
Documentation Manager
Enables AI interaction with markdown documentation files through a SQL-like query format for creating, reading, updating, and searching documentation with YAML…
MCP Pinecone Vector Database Server
# MCP Pinecone Vector Database Server This project implements a Model Context Protocol (MCP) server that allows reading and writing vectorized information to a…
AWS MCP Servers
This AWS Labs Model Context Protocol (MCP) server for CloudTrail enables your AI agents to query AWS account activity for security investigations, compliance…
World ID and MiniApps Documentation
Provides AI access to World ID and MiniApps documentation through vector search capabilities, enabling developers to retrieve relevant technical information…
Zilliz Mcp Server
A Model Context Protocol (MCP) server seamlessly connecting AI Agents and AI coding tools with Zilliz Cloud https://zilliz.com/
Qdrant MCP Server
A Model Context Protocol (MCP) server implementation for RAG
MCP Server for MySQL based on NodeJS
# MCP Server for MySQL based on NodeJS [](https://smithery.ai/server/@benborla29/mcp-se…
Machbase Mcp
This project is an MCP (Model Context Protocol) based server that enables natural language-based database operations through integration between Claude Desktop…
bigquery-mcp
An MCP server to help AI Agents inspect the contents of a BigQuery warehouse
Twira
Coding power tools for AI agents. 18 deterministic MCP tools: code-graph search, SAST, blast radius, wire-level PII redaction, signed audit chain. Works with…
DX MCP Server
# DX MCP Server <h4>Use natural language to write and execute queries on your organizational data in DX Data Cloud!</h4> 
mnemo
Persistent memory for AI coding agents. mnemo stores decisions, bugs, conventions, and discoveries across sessions in a local SQLite database.
Cursor Sound
Lightweight macOS server that plays a system sound effect after code generation is complete, providing auditory feedback for developers during coding sessions.
GraphMemory-IDE: AI-Powered Collaborative Memory Platform
AI-assisted development MCP providing long-term, on-device "AI memory" for IDEs. Powered by Kuzu GraphDB and exposed via MCP server
Unofficial Human Protein Atlas MCP Server
 # Unofficial Human Protein Atlas MCP Server A comprehensive Model Context Protocol (MCP) server for accessing Human Protein Atlas data…
Lean KG
A local, Rust-based Knowledge Graph MCP server. Cuts AI coding token usage by up to 98% by intelligently querying your codebase instead of sending full files.