Categories

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. 🌐🚀

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. 🚀🖥️

gemini-mcp-tool

by jamubc

MCP server that enables AI assistants to interact with Google Gemini CLI, leveraging Gemini's massive token window for large file analysis and codebase understanding

nila-ai

by naluinui

AI Agent to help streamline your Agile process. Powered by Firebase Genkit and GitHub MCP Server

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.

lovable-mcp-server

by hiromima

Unofficial MCP server for analyzing Lovable-generated projects with Claude Desktop. Community-built tool for enhanced development workflow with React, TypeScript, Supabase integration. Not affiliated with Lovable.

defi-trading-mcp

by edkdev

DeFi Trading Agent MCP Server - Transform your AI into an autonomous crypto trading agent

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.

baseql-mcp

by xFoundry

MCP server for querying Airtable and Google Sheets via BaseQL GraphQL API

slite-mcp

by fajarmf

Model Context Protocol server for Slite integration - search and retrieve notes from your Slite workspace

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.

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-server-firebase

by j143

Build an mcp server with firebase functions

mcp-documentation-server

by andrea9293

MCP Documentation Server - Bridge the AI Knowledge Gap. ✨ Features: Document management • AI-powered semantic search • File uploads • Smart chunking • Multilingual support • Zero-setup 🎯 Perfect for: New frameworks • API docs • Internal guides

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.

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.

youtube-mcp-server

by dannySubsense

A comprehensive Model Context Protocol (MCP) server providing real-time YouTube Data API access for AI assistants. Features 14 functions including intelligent content evaluation with technology freshness scoring for knowledge base curation.

cldcde

by aegntic

The unofficial community hub for Claude Code extensions and MCP servers

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.

supabase-mcp-http-stream-n8n

by BIFROTEK-com

Supabase MCP server with native HTTP-Stream transport for n8n, AI Agents & modern automation (one-click Docker).

mcp-milvus

by tailabs

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

mcp-server-webcrawl

by pragmar

MCP server tailored to connecting web crawler data and archives

yahoo-fantasy-baseball-mcp

by jimbrig

MCP Server for the Yahoo Fantasy Sports API

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.

mcp-space

by Spangli1

MCP Space is a no-code AI tool builder that simplifies creating and managing AI models using the Model Context Protocol. Join us on GitHub to explore and contribute to this innovative platform! 🐙🌟

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_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.

mcp-baserow

by ayyazzafar

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

mlb-mcp

by etweisberg

MCP server for advanced baseball analytics (statcast, fangraphs, baseball reference, mlb stats API) with client demo

MCP-Server-unified-docs-hub

by boodrow

The ultimate MCP documentation server - 170+ curated repos, 11,000+ docs, full-text search for AI assistants

django-firebase-mcp

by raghavdasila

A production-ready Django app implementing Firebase Model Context Protocol (MCP) server with 14 Firebase tools for AI agents. Features standalone agent, HTTP/stdio transport, LangChain integration, and complete Firebase service coverage (Auth, Firestore, Storage).

payflow

by chainbound

A toolkit for building micropayment-gated MCP servers

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-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.

mcp

by Techiral

🚀 OpenClient- The CLI-Based Universal AI Application Connector! An open-source Model Context Protocol (MCP) implementation that turbocharges LLMs by context provisioning standardization. Quickly connect a server of your choice with our client to boost your AI capabilities. Ideal for developers creating next-generation AI applications!

sequel-mcp

by haxzie

Sequel's MCP servers for Database

pocketbase-mcp

by mabeldata

This is an MCP server that interacts with a PocketBase instance. It allows you to fetch, list, create, update, and manage records and files in your PocketBase collections.

baseline-mcp-server

by yamanoku

特定のWeb APIに関するBaselineの状況を提供するModel Context Protocolサーバー

RAG_MCP

by mytechnotalent

A RAG-ready MCP server for semantic PDF search with OCR, FAISS, and transformers—plug into any MCP client and retrieve intelligent answers within your MCP client.

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_server_generator

by Sumedh1599

Automatically generates a full MCP server codebase (Node/Python/Java) using the validated schema, outputting modular files for CLI-based execution or Claude Desktop connection.

base64_server

by liuyazui

🚀 Base64编码解码MCP服务器：支持文本📝和图片🖼️转换，提供工具🛠️、资源和提示模板，完美集成到AI工作流程🤖

mcp-neo4j-server-sse

by dsimile

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

watchbase-mcp-server

by watchdealer-pavel

MCP Server for structured and standardized querying of watch-related metadata such as brands, families, and reference details from WatchBase.com.

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.

mcp-server-couchbase

by Couchbase-Ecosystem

MCP Server to interact with data in Couchbase Clusters

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.

mcp_server_webcrawl

by pragmar

MCP server tailored to connecting web crawler data and archives

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.

deep-research-mcp

by pinkpixel-dev

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.

cratedb-mcp

by crate

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

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.

obsidian-mcp-server

by shreeshauppunda

Comprehensive Obsidian MCP Server integrates your vault with OpenAI's API. Supports various clients and offers full vault access and AI-powered operations. 🐙🚀

obsidian-mcp-server

by cyanheads

Model Context Protocol (MCP) server designed for LLMs to interact with Obsidian vaults. Provides secure, token-aware tools for seamless knowledge base management through a standardized interface.

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.

magnet-desktop

by magnetai

MacOS and Windows desktop apps for exploring MCP (Model Context Protocol) servers

mcp-free-usdc-transfer

by magnetai

MCP (Model Context Protocol) server - free usdc transfer powered by Coinbase CDP

Minecraft-Hack-BaseClient

by OxideWaveLength

This is a Minecraft Base Client

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-code-analyzer

by seanivore

A Model Context Protocol server for Python code analysis with Claude. Again, works with warning now. I'm missing something here.

5ire

by nanbingxyz

5ire is a cross-platform desktop AI assistant, MCP client. It compatible with major service providers, supports local knowledge base and tools via model context protocol servers .

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).

vibe-check-mcp-server

by PV-Bhat

The definitive Vibe Coder's sanity check MCP server: Prevent cascading errors in AI workflows by implementing strategic pattern interrupts. Uses tool call "Vibe Check" with LearnLM 1.5 Pro (Gemini API), fine-tuned for pedagogy and metacognition to enhance complex workflow strategy, and prevents tunnel vision errors.

mcp-server-atlassian-confluence

by aashari

A TypeScript-based Model Context Protocol (MCP) server for Atlassian Confluence integration. Provides tools for accessing and searching Confluence spaces, pages, and content to connect Claude/Anthropic AI systems to Confluence knowledge bases.

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

mcp-server-starter

by mgesteban

This repository contains a ready-to-use Model Context Protocol (MCP) server that supercharges your development workflow. As a new developer, I created this tool to consolidate documentation and streamline my development process—now I'm sharing it with you.

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.

pocketbase-mcp

by mrwyndham

MCP server for building PocketBase apps really quickly - Need a front end quick consider FastPocket