Recallnest vs Claude Soul

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
R
Recallnest
AliceLJY
🧠 Knowledge & Memory
C
Claude Soul
DomDemetz
🧠 Knowledge & Memory
SummaryPersistent memory MCP server for AI coding agents (Claude Code, Codex, Gemini CLI). Hybrid retrieval (vector + BM25), cross-encoder reranking, knowledge graph with PPR traversal, session checkpoint/resume, and multi-scope isolation. Local-first with LanceDB + SQLite, zero external dependencies.Self-improving learning engine for Claude Code. Extracts signals from every session (corrections, successes, confusion), runs periodic reflections, and evolves behavioral frameworks through evidence tiers (hypothesis → observed → validated). Frameworks that keep working get promoted, bad ones get retired. 9 MCP tools, automatic hooks, phase-adaptive learning. Single dependency, local-only. npx claude-soul init --starter
Quality signal25/100 (Emerging)29/100 (Emerging)
Install pathnpx · lownpx · high
Engagement 1 0 0 15 0 0 0 86
ToolsNot listed yetNot listed yet
Verified / officialNoNo
Open listingView RecallnestView Claude Soul
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