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One memory behind every agent and every tool.

Your team does not use one assistant. What an agent learns in Cursor is invisible to Copilot, and Claude starts from nothing. Virgo is a shared reasoning graph reachable over MCP. Context follows the work across vendors.

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sourcesPR #4720#securityCursor session60s TTL
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Your agents inherit a separate memory in every tool.

The decision exists. It lives in one IDE’s history on one machine, invisible to every other tool your team opens today.

Your agents reach the same shared memory in every tool.

Commit from Cursor, read from Claude an hour later. The reasoning graph sits under the tools, over MCP and a plain REST API. Adding a tool keeps the team’s context intact.

The decision follows your agent into the next tool.

Committed once, a decision follows the work into whichever tool opens next.

For engineers

Switch tools without starting over.

The caching rule settled in a Cursor session is waiting in Claude an hour later, with the incident behind it attached. Your context follows the work across tools.

  • The decision: per-user keys, 60-second TTL.
  • The reason: the cross-user leak that settled it.
  • The reach: any tool that speaks MCP or REST.
For AI agents

Agents share one standard protocol: MCP.

Virgo connects through MCP and a plain REST API. Every agent reads and writes the same reasoning graph. A new coding tool next year inherits what the team taught the old ones.

3xfewer iterations

Roughly 3x fewer iterations in code generation when the decision follows the agent into whatever tool opens next.

Built on Agent memory → and Save what your agents learn →