Robrain vs Akb

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.

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R
Robrain
adelinamart
🧠 Knowledge & Memory
A
Akb
dnotitia
🧠 Knowledge & Memory
SummarySelf-hosted decision memory for AI coding agents. Passively captures architectural decisions with the alternatives you rejected (structured rejected[]), then warns the agent before it re-proposes a rejected approach. Postgres + pgvector; cross-tool across Claude Code, Cursor, Copilot, and Codex. Install: npx robrain up && npx robrain install.Organizational knowledge base for AI agents. Vault-scoped Markdown docs, structured PostgreSQL tables, and files unified by a URI graph. Hybrid semantic + BM25 search, Git-backed version history, multi-tenant ACL with public-share links. Works with Claude Code, Cursor, Windsurf via npx akb-mcp.
Quality signal31/100 (Emerging)28/100 (Emerging)
Install pathnpx · highRemote · high
Engagement 2 0 0 82 0 0 0 74
ToolsNot listed yetNot listed yet
Verified / officialNoNo
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