Memory MCP alternatives

npm install @modelcontextprotocol/server-memory

Official Qdrant MCP server — store and retrieve memories with semantic search over the Qdrant vector database.

An MCP server that launches your conversational Quickchat AI agent, giving AI apps real-time access to its knowledge base and conversational capabilities for customer support.

Read and write Notion pages, databases, and blocks from your agent.

This MCP server provides AI agents with access to current web information, supporting various data formats including HTML, Markdown, and screenshots. It offers SDKs for integration with Node.js, Python, Java, PHP, and .NET applications.

Carbon Voice MCP Server facilitates the integration of AI agents with the Carbon Voice platform. It allows users to create, manage, and interact with various voice-related content, including voice messages, conversations, direct messages, folders, voice memos, and AI-driven actions within the Carbon…

Official Redis MCP server — manage and search data in Redis with natural language for agentic apps.

Read, write, and search local files securely from any MCP-compatible agent.

Official MongoDB MCP server — connect AI to MongoDB databases and Atlas clusters to query and manage data.

Official Grafana MCP server — query dashboards, datasources, alerts, and incidents from your AI assistant.

This Model Context Protocol (MCP) server enables AI agents to directly interact with Azure DevOps, leveraging its capabilities for software development, project management, and continuous integration/delivery workflows. It allows agents to access and utilize Azure DevOps features, streamlining devel…