Ogham MCP 是一个为 AI 编码代理提供持久化、可搜索的共享内存系统，跨客户端和会话工作。
Ogham MCP 是一个为 AI 编码代理设计的持久化、可搜索的共享内存系统，跨客户端和会话工作。它将记忆存储为 PostgreSQL 中的向量嵌入，支持结合语义和全文检索的混合搜索，具有高准确度。Ogham 支持多种嵌入提供者、知识图谱遍历、Wiki 编译以及自动评分、压缩和新颖性检测等内存管理功能。
Lightweight and well-scoped. Just memory, not a full agent framework bloating the setup.
Cross-client memory — works with both Claude and Opencode without separate sync setups.
Persistent shared memory across Claude and Opencode sessions is exactly what multi-client workflows need.
Searchable memory means the agent can actually retrieve relevant context, not just dump everything.
