Agents Stores

概要

AI agents often suffer from an 'island effect' and 'short-term memory loss,' forgetting past actions or decisions made by other agents, or even themselves across sessions. Agents Stores acts as a local foundation built on the Model Context Protocol (MCP), offering a unified, persistent, and semantically searchable shared brain for all your AI tools. It aims to transform agents from isolated tools into collaborative digital partners by providing long-term memory, contextual awareness, real-time project collaboration capabilities, and automated knowledge synthesis.

主な機能

• Unified Long-term Memory Storage for all AI agents
• Semantic Search with built-in local vector database (sqlite-vec)
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• Collaborative Project Dashboard for real-time status and task management
• Automated Memory Synthesis to condense operations into project milestones
• Namespace and Project-based Context Isolation for focused memory recall

ユースケース

• Facilitating seamless collaboration and context sharing among multiple AI agents on a single project.
• Providing agents with project status awareness, task coordination, and blocker resolution.
• Enhancing AI agents with persistent, cross-session and cross-tool memory.