Categories

qdrant-neo4j-crawl4ai-mcp

by BjornMelin

MCP server combining Qdrant vector search, Neo4j knowledge graphs, and Crawl4AI web intelligence with agentic RAG capabilities. FastMCP 2.0 architecture with enterprise security, monitoring, and Kubernetes deployment. AI/ML engineering powerhouse.

gigapi-mcp

by QuoccHuyy12

Seamlessly connect to GigAPI Timeseries Lake with the MCP server. Execute SQL queries and manage databases effortlessly. 🚀🖥️

videogames-mcp-server

by BaranDev

Talk to your AI about games with up-to-date data. This MCP server connects Claude Desktop to a massive gaming database - search titles, get reviews, explore genres, all in your chat.

MCP_Dummy-Sales_Data_Generation

by mohana9985

This project generates dummy sales data and provides a simple API to interact with it. It uses Docker to run a MySQL database, phpMyAdmin for database management, and a Python server built with the MCP framework for the API. The project is ideal for developers needing a ready-to-use, customizable and easy-to-manage sales data generation tool.

mysql-mcp-server

by mukul975

A comprehensive Model Context Protocol (MCP) server for MySQL databases with 200+ tools for advanced database management, diagnostics, performance analysis, security auditing, and AI-powered database interactions.

postgres-mcp-server

by mukul975

🔄 PostgreSQL MCP Server – AI-Powered PostgreSQL Management & Monitoring. A powerful, AI-integrated PostgreSQL Model Context Protocol (MCP) server for automated database operations, monitoring, security, diagnostics, and optimization. Seamlessly manage PostgreSQL with 237+ tools designed for AI assistants like Claude and ChatGPT.

mcp-sqlserver

by bilims

MCP server for Microsoft SQL Server

neo4j-mcp-server

by miltonvve

🚀 Production-ready Neo4j MCP server with multi-tenancy and Azure AKS deployment. Built for Claude Code integration with enterprise-grade features.

mcp-mongo

by Nisarg-Shah2302

MCP Server with MongoDB Database. Helps to create database manipulation through prompts like add products with specific details, place an order for a specific user or get the list of all orders placed in last 2 days.

mcp-cockroachdb

by amineelkouhen

The CockroachDB MCP Server is a natural language interface designed for agentic applications to manage, monitor and query data in CockroachDB.

zero-vector-3

by fernicar

A comprehensive Model Context Protocol (MCP) server for Zero-Vector's hybrid vector-graph persona and memory management system with advanced LangGraph workflow capabilities.

McpServerMongodb

by franciscorojas27

This repository implements an MCP (Model Context Protocol) server that connects to a MongoDB database and exposes operations for managing databases, collections, documents, indexes, and bulk operations. It uses Node.js, TypeScript, and the MCP SDK, enabling integration and manipulation of MongoDB data through registered tools on the server.

mcp-server-qdrant-enhanced

by triepod-ai

Enhanced Qdrant MCP Server is a production-ready fork of the original that transforms the basic MCP server into an enterprise-grade solution with GPU acceleration, multi-vector support, and automated deployment infrastructure.

mcp-milvus

by tailabs

MCP server for Milvus vector database with session-aware connection management.

qdrant-neo4j-crawl4ai-mcp

by isfnr1

Discover the Qdrant Neo4j Crawl4AI MCP Server, a powerful tool for intelligent AI coordination using vector and graph intelligence. 🌐🚀

cratedb-mcp

by crate

CrateDB MCP Server for Text-to-SQL and documentation retrieval.

chat

by Kaidawn

A simple NextJS MCP client with sensible keybindings

hubspot-mcp-server

by MELIHGRABBER

HubSpot MCP Server simplifies the management of HubSpot APIs, making integration easier for developers. Join the community and contribute to the project! 🌟💻

toolfront

by kruskal-labs

A lightweight MCP server for databases.

remote-mcp-server-authless-rickroll

by elizabethsiegle

MCP server that pretends to generate a podcast and then proceeds to rickroll you by returning a dynamic AI-generated slug to a Cloudflare Worker that displays a dynamic webpage

GraphMemory-IDE

by elementalcollision

AI-assisted development MCP providing long-term, on-device "AI memory" for IDEs. Powered by Kuzu GraphDB and exposed via MCP server

zenstack-mcp-auth

by jiashengguo

ZenStack Remote MCP Server with Authorization

mcp-server-for-db

by devsenweb

A lightweight, extensible MCP server for translating natural language into safe, schema-aware SQL queries using local or remote LLMs. Built on FastMCP and compatible with any SQLAlchemy-supported database.

mcp-baserow

by ayyazzafar

MCP server for Baserow API integration - Enable AI assistants to interact with Baserow databases

mcp-libsql

by Xexr

Secure MCP server for libSQL databases with comprehensive tools, connection pooling, and transaction support. Built with TypeScript for Claude Desktop, Claude Code, Cursor, and other MCP clients.

turbular

by raeudigerRaeffi

A MCP server allowing LLM agents to easily connect and retrieve data from any database

rag-app-on-aws

by genieincodebottle

Terraform-based Infrastructure as Code (IaC) for deploying complete AWS backend services, integrated with Google's free-tier Gemini Pro and Gemini Embedding models for AI powered document querying including Remote Streamable HTTP based Web Search MCP Server,streamlit UI..

mcp_servers

by carrickcheah

A curated collection of machine learning learning materials, including personal notes, code examples, and references from various sources. This repository serves as a comprehensive knowledge base covering ML concepts, implementations, and best practices gathered during my learning journey.

sequel-mcp

by haxzie

Sequel's MCP servers for Database

mcp-sqlite

by jparkerweb

🐇 Model Context Protocol (MCP) server that provides comprehensive SQLite database interaction capabilities

mcp-redis

by redis

The official Redis MCP Server is a natural language interface designed for agentic applications to manage and search data in Redis efficiently

vast-db-mcp

by elementalcollision

An MCP server for agentic integration with the VAST Database and Catalog.

mcp-mem0

by yellnuts

MCP server for long term agent memory with Mem0. Also useful as a template to get you started building your own MCP server with Python!

mcp-neo4j-server-sse

by dsimile

mcp-neo4j-server-sse is an MCP server that uses Server-Sent Events (SSE) as the transport protocol.

Youtube-MCP

by blukglug

YouTube MCP Server is an AI-powered solution designed to revolutionize your YouTube experience. It empowers users to search for YouTube videos, retrieve detailed transcripts, and perform semantic searches over video content—all without relying on the official API. By integrating with a vector database, this server streamlines content discovery.

Youtube-MCP

by IA-Programming

YouTube MCP Server is an AI-powered solution designed to revolutionize your YouTube experience. It empowers users to search for YouTube videos, retrieve detailed transcripts, and perform semantic searches over video content—all without relying on the official API. By integrating with a vector database, this server streamlines content discovery.

legion-mcp

by TheRaLabs

A server that helps people access and query data in databases using the Legion Query Runner with Model Context Protocol (MCP) in Python.

mcp-hubspot

by peakmojo

A Model Context Protocol (MCP) server that enables AI assistants to interact with HubSpot CRM data, providing built-in vector storage and caching mechanisms help overcome HubSpot API limitations while improving response times.

monkdb-mcp

by monkdbofficial

An MCP server 🚀 for MonkDB, licensed under Apache 2.0 📜

mcp-neo4j-server-sse-java

by dsimile

mcp-neo4j-server-sse-java is an MCP server implemented by Java using Spring WebFlux (Reactive SSE) as the transport protocol.

monkdb-mcp

by manohar9694

An MCP server 🚀 for MonkDB, licensed under Apache 2.0 📜

deep-research-mcp

by ali-kh7

A Model Context Protocol (MCP) compliant server designed for comprehensive web research. It uses Tavily's Search and Crawl APIs to gather detailed information on a given topic, then structures this data in a format perfect for LLMs to create high-quality markdown documents.

readwise-vector-db

by leonardsellem

Turn your Readwise library into a blazing-fast, self-hosted semantic search engine – complete with nightly syncs, vector search API, Prometheus metrics, and a streaming MCP server for LLM clients.

ai-db

by pavel-zhur

Database where AI is the engine. Query in any language, store as YAML, version with Git. Includes AI-managed React frontend/analytics/client internally using Claude Code CLI for generation.

langconnect-client

by teddynote-lab

A Modern GUI Interface for Vector Database Management(Supports MCP integration)

oracle-mcp-server

by striker363

A Model Context Protocol (MCP) server that provides direct SQL query execution capabilities for Oracle databases. This server enables AI assistants and MCP clients to interact with Oracle databases through a standardized interface, allowing for database exploration, query execution, and performance analysis.

kips

by hdresearch

Personal data storage for MCP clients like Claude Desktop.

atlas-mcp-server

by cyanheads

A Model Context Protocol server built in TypeScript that leverages Neo4j’s graph database, delivers intelligent project and task management while empowering LLM agents with seamless collaboration and guidance.

sqlite-explorer-fastmcp-mcp-server

by hannesrudolph

An MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP). This server is built with the FastMCP framework, which enables LLMs to explore and query SQLite databases with built-in safety features and query validation.

MCPackServer

by Rionzagal

Aplicación de servidor para MC-pack

txtai-assistant-mcp

by rmtech1

Model Context Protocol (MCP) server implementation for semantic search and memory management using TxtAI. This server provides a robust API for storing, retrieving, and managing text-based memories with semantic search capabilities. You can use Claude and Cline AI Also

mcp-dbutils

by donghao1393

DButils is an all-in-one MCP service that enables your AI to do data analysis by harnessing versatile types of database (sqlite, mysql, postgres, and more) within a unified configuration of connections in a secured way (like SSL).

LibraryAI

by YELANDAOKONG

[C#/AI] (LibraryAI/ConsoleAI) AI 知识库与数据处理程序

xiyan_mcp_server

by XGenerationLab

A Model Context Protocol (MCP) server that enables natural language queries to databases

mcp-server-starrocks

by StarRocks

StarRocks MCP (Model Context Protocol) Server

dbhub

by bytebase

Universal database MCP server connecting to MySQL, PostgreSQL, SQL Server, SQLite, and etc.

gateway

by centralmind

AI-Powered API Generation from Your Data for LLMs and Agents

mongodb-lens

by furey

🍃🔎 MongoDB Lens: Full Featured MCP Server for MongoDB Databases

convex-backend

by get-convex

The open-source reactive database for app developers

mcp-ragdocs

by hannesrudolph

An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context.

mcp-turso-cloud

by spences10

🗂️ A Model Context Protocol (MCP) server that provides integration with Turso databases for LLMs. This server implements a two-level authentication system to handle both organization-level and database-level operations, making it easy to manage and query Turso databases directly from LLMs.