mcp-server

A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.

It's a plugin extension in Zotero. Zotero MCP Plugin enables integration between AI assistants and Zotero through MCP. Zotero MCP Plugin 是一个 Zotero 插件，通过 MCP协议实现 AI 助手与 Zotero深度集成。插件支持文献检索、元 数据管理、全文分析和智能问答等功能，让 Claude、ChatGPT 等 AI 工具能够直接访问和操作您的文献库。

🚀MCP server for accessing RedNote(XiaoHongShu, xhs).

AgentRQ: Human-in-loop realtime conversational task manager for AI Agents. Self-hosted! Control your own agents from wherever you want Mobile, Web, Desktop. Designed to work well with your own Claude subscriptions and any harness.

Backend for AI coding agents on CloudBase — database, auth, functions via Plugin, Skills & MCP.

MCP server for Google Ads, Meta Ads & GA4 — works with ChatGPT, Claude, Cursor, n8n, Windsurf & more. 250+ tools for campaign management, analytics & optimization.

The batteries-included, No-Code FinOps automation platform, with the AI you trust.

A curated list of Model Context Protocol (MCP) servers

Backtrader-powered backtesting framework for algorithmic trading, featuring 20+ strategies, multi-market support, CLI tools, and an integrated MCP server for professional traders.

Build agentic systems. Run them with confidence. Orchestrate agents, automate business processes, inspect every execution, and keep humans in control. Deploy Heym on your own infrastructure.

A security scanner for your LLM agentic workflows

Query and Summarize your chat messages.

MCP Server Framework and Tool Development library for building custom capabilities into agents.

MCP server and CLI tool for searching and downloading documents from Anna's Archive

Official remote MCP server for Atlassian. Securely connect Jira, Confluence, Jira Service Management, Bitbucket, and Compass to Claude, ChatGPT, Cursor, VS Code, and other AI tools using OAuth 2.1 or API tokens.

This MCP server integrates with your Google Drive and Google Sheets, to enable creating and modifying spreadsheets.

Neo4j Labs Model Context Protocol servers

Labs to explore AI Models, MCP servers, and Agents with the AI Gateway powered by Azure API Management and Microsoft Foundry 🚀

A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm, WebStorm, etc. Also, works with Android Studio

Universal content reader MCP Server for 10+ platforms

Published in CNCF Landscape: A MCP server for Kubernetes.

Wassette: A security-oriented runtime that runs WebAssembly Components via MCP

A markdown editor — and the bridge to your LLM. Local-first, MIT, ~15 MB. Bundled MCP server lets Claude Code / Codex / Cursor drive your vault directly. 14 AI providers BYOK.

Give any AI agent the ability to code

The AI-native CLI-first React component library. 160+ animated, accessible, production-ready components with MCP Server support for Cursor, Claude & GitHub Copilot. Copy-paste architecture — you own the code.

A middleware to provide an openAI compatible endpoint that can call MCP tools

Alpaca’s official MCP Server lets you trade stocks, ETFs, crypto, and options, run data analysis, and build strategies in plain English directly from your favorite LLM tools and IDEs

Open-source self-improving QA agent for software teams. A test harness with memory. Write tests in natural language for web and mobile. agent-qa learns from every run, adapts to UI changes, and catches regressions before you ship.

Browser automation clicks buttons. OpenTabs calls APIs.

A Model Context Protocol (MCP) server implementation for remote memory bank management, inspired by Cline Memory Bank.