Shared memory for Agno
Agno is a high-performance framework for building agents and multi-agent teams, fast instantiation, model-agnostic, with first-class support for tools, reasoning, and structured outputs. It includes session storage and memory primitives, but those are typically wired per-agent or per-app and backed by storage you provision and manage, which means each agent or team ends up with its own silo and you own keeping them in sync. Glen, shared memory for AI agents, gives your Agno agents and teams long-term shared memory as a single MCP tool, so every agent in your organization reads from and writes to one store rather than maintaining separate memories.
Connect Glen to Agno over MCP and any agent or team member can call one tool that both retrieves relevant long-term context and records new facts in a single round trip. Rather than provisioning a database, configuring per-agent memory, and managing how knowledge moves between agents in a team, you point them at Glen and let one shared layer handle reads and writes. A reasoning agent pulls what the organization already knows before it plans; a downstream agent writes back what the work produced.
Where Agno's session storage tracks an agent's own history, Glen is durable, org-shared memory that outlives any session and crosses agent boundaries. Because it is org-scoped, the memory is shared across every Agno agent, every team, and every deployment in your organization. One agent in a team learns a durable fact and every other agent, in that team or another, reads it next time, including agents built on different frameworks. Since Glen is a standard MCP server, the same memory is readable from Claude Code, Cursor, or any other MCP client, so your fast Agno teams and your developers draw on one shared knowledge base. You wire it in once over OAuth or an API key and the memory compounds as your teams run.
FAQ
- How is Glen different from Agno's session storage and memory?
- Agno's storage tracks an individual agent or session. Glen is durable, org-shared long-term memory delivered as one MCP tool, read and written by every agent and team across your organization.
- Can a whole Agno team share one memory?
- Yes. Glen is org-scoped, so every member of a team and every other team in your org reads and writes the same store, including agents on other frameworks.