Groundwork vs Claude Engram

Side-by-side comparison of two Model Context Protocol servers — install paths, tools, quality signals, and directory engagement so you can pick the right one for Claude, Cursor, and other MCP clients.

Compare
G
Groundwork
Rarefied-Earth
🧠 Knowledge & Memory
C
🧠 Knowledge & Memory
SummaryHosted company-state MCP for operating SMBs (brand, voice, charter, priorities, entitled modules/skills). Anonymous public discovery at https://connector.rarefied.earth/public/mcp proves live value in under 10 seconds; tenant feed after trial. Official registry: io.github.Rarefied-Earth/groundwork. ProductPersistent memory and session intelligence for Claude Code. Auto-tracks mistakes, decisions, and context via hooks. Mines session history for patterns and cross-session search. Loop detection, pre-edit warnings, context compaction survival. Runs locally with Ollama.
Quality signal23/100 (Emerging)27/100 (Emerging)
Install pathRemote · highpip · high
Engagement 0 0 0 7 0 0 16
ToolsNot listed yetNot listed yet
Verified / officialNoNo
Open listingView GroundworkView Claude Engram
More alternatives to GroundworkMore alternatives to Claude EngramKnowledge & Memory categoryCanonical compare URL

Other servers like Groundwork