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Make0 Brain OSS

Make0 Brain OSS provides a shared, versioned AI memory for various MCP agents like Claude Code, Cursor, Codex, and Windsurf. Operating offline within a local MCP server, it eliminates the need for API keys, ensuring privacy and control over your AI's memory. This open-source solution enhances collaboration and consistency across multiple AI agents.

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Make0 Brain OSS is an open-source project designed to provide a unified, versioned memory system for a range of AI agents, including Claude Code, Cursor, Codex, and Windsurf. It functions as a local MCP (Multi-Agent Communication Protocol) server, enabling these agents to share and access a consistent memory base. A key advantage of Make0 Brain OSS is its offline operation, which means it does not require any external API keys, enhancing data privacy and security for users.

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The system is built to facilitate seamless collaboration among different AI agents by offering a centralized memory. This shared memory ensures that all connected agents can draw upon the same information, leading to more coherent and context-aware interactions and operations. The versioned aspect of the memory allows for tracking changes and potentially reverting to previous states, which is crucial for debugging, auditing, and maintaining the integrity of AI agent interactions.

Make0 Brain OSS is particularly beneficial for developers and teams working with multiple AI agents that need to maintain a shared understanding of tasks, contexts, or ongoing projects. By keeping the memory local, it offers greater control over data and reduces reliance on external services, which can be important for sensitive applications or environments with limited internet connectivity. The project's open-source nature encourages community contributions and allows for customization to fit specific use cases and agent architectures.

The repository shows active development with recent commits across various modules like `docs`, `scripts`, `src`, and `web`. It supports features such as session import from numerous agents, local LLMs, and a React viewer with a 3D view, indicating a comprehensive approach to managing and visualizing AI agent memory. The project also includes a `CHANGELOG.md` detailing releases and improvements, such as MCP search accuracy fixes and corrected benchmarks.

  • CategoryAI Agent Builders
  • Pricing ModelOpen source
  • DeploymentSelf-hosted
  • PlatformsWeb

  • Shared AI memory across multiple agents

  • Versioned memory for tracking and rollback

  • Local MCP server for offline operation

  • No API key required for enhanced privacy

  • Supports Claude Code, Cursor, Codex, Windsurf, and other MCP agents

  • Facilitates consistent context for AI interactions

  • Session import from various agents

  • Integration with local LLMs

  • React viewer with 3D view for memory visualization

  • MCP search accuracy fixes

  • Community contributions via open-source model

  • Detailed changelog for updates and improvements

  • Requires Node.js 22 for better-sqlite3 13 compatibility

  • Includes CI and tagged releases with npm provenance

  1. Clone the repository: Obtain the project files from the GitHub repository to your local machine.

  2. Install dependencies: Navigate to the project directory and install required Node.js packages.

  3. Configure environment: Set up the local MCP server and any necessary environment variables.

  4. Integrate agents: Connect your Claude Code, Cursor, Codex, or other MCP agents to the local server.

  5. Utilize shared memory: Configure agents to store and retrieve information from the shared, versioned memory.

  6. Monitor and manage: Use the React viewer to visualize and manage the shared memory across agents.

  • Multi-Agent Development
  • Private AI Workflows
  • AI Agent Collaboration
  • Contextual AI Interactions
  • AI System Debugging
  • Educational AI Projects

From Make0

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