Memory alternatives

Persistent knowledge graph memory for agents across sessions.

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.

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…

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

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

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.

This Model Context Protocol (MCP) server provides a bridge for AI agents to access and manipulate data within Couchbase NoSQL databases. It allows for natural language queries and operations, simplifying data management and retrieval for AI-driven applications.

npm install @modelcontextprotocol/server-sequentialthinking

An MCP server for Jupyter that lets AI agents interact with and control Jupyter notebooks directly, running and editing cells as part of data workflows.

An MCP server that enables AI agents to connect with the Atla API for advanced evaluation of Large Language Models (LLMs). This integration facilitates state-of-the-art LLM evaluation workflows.