cambium-mcp is an open-source Python package that implements the Model Context Protocol (MCP) for managing the lifecycle of knowledge events. It enables distillation and recall of agent and context-keeper events across projects, supporting local, team, and organizational memory workflows. Designed for developers building AI agent systems.
cambium-mcp sits in PulseGate's AI & ML category. It focuses on synchronizing and recalling knowledge events across projects and teams using a structured memory protocol. It is built as an open-source project for AI agent developers. cambium-mcp is open source under the PolyForm-Noncommercial-1.0.0 license. It runs on the command line.
It is developed by jarmstrong158, and the product first shipped in 2026. Development happens publicly on GitHub with 21 commits in the last 90 days. PulseGate's similarity index finds few close equivalents — cambium-mcp occupies a relatively distinct niche. Key capabilities include memory recall, project context sync, and event distillation. It exposes integrations via an MCP server.
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