shared-memory-mcp
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The Shared Memory MCP Server is designed to enhance token efficiency in agentic teams by providing shared memory and coordination features.
The Shared Memory MCP Server addresses the inefficiencies in token usage for agentic teams, which traditionally suffer from high coordination costs. By implementing shared memory, context deduplication, and incremental state sharing, the server significantly reduces the token overhead while maintaining the benefits of coordinated work. This server is particularly useful for teams using multiple agents to tackle complex tasks, as it allows for efficient context sharing and work distribution. The server's architecture supports a 6x improvement in token efficiency, making it a cost-effective solution for performance-driven projects.
Features
- Context Deduplication: Stores shared context once and provides workers with compressed summaries, achieving a 10:1 compression ratio.
- Incremental State Sharing: Utilizes an append-only discovery system to share findings in real-time, with delta updates to prevent retransmission.
- Work Coordination: Employs claim-based work distribution, dependency tracking, and reactive task handoff to streamline coordination.
- Token Efficiency: Implements context compression, lazy loading, and delta updates to minimize token usage.
- Architecture: Supports a 6x improvement in token efficiency, enhancing cost-effectiveness and performance.