Marm Memory
未认领Local-first 3-in-1 AI memory layer & MCP server for Claude Code, Codex, Grok, Gemini, VS Code and Cursor. Fuses session history, codebase indexing & concept graphs in SQLite. Enables zero-cloud, privacy-first context & instant recall, supports multi-agent swarms.
安装
docker run --rm lyellr88/marm-mcp-server:latest --generate-key工具（14 个）
marm_code_lookup
Find symbols, text patterns, or a symbol's source; use instead of grep/glob
marm_compaction
Agent-assisted memory cleanup with a reviewable audit trail
marm_concept_build
Rebuild the graph, or index memories stored before automatic indexing. New memories are indexed on their own
marm_concept_recall
Explicitly query entities, relationships, and linked code symbols
marm_delete
Delete a log session, log entry, or notebook entry
marm_graph_architecture
Architecture overview: modules, node/edge breakdown, schema
marm_graph_impact
Blast radius of code changes: git diff → affected symbols + risk
marm_graph_index
Index a repo into the code-structure graph, check status, list projects, or turn automatic re-indexing on and off
marm_graph_trace
Trace call paths and data flow from a function
marm_log_entry
Add structured session log entries; each entry is also embedded into semantic memory so marmsmartrecall can find it
marm_log_show
Display all entries and sessions, with filtering
marm_notebook
Session-scoped scratch pad plus promotion to a permanent, graph-linked doc
marm_smart_recall
Hybrid memory recall with an additive, bounded concept/code graph sidecar when a compatible graph exists
marm_summary
Cached, paste-ready session summaries with intelligent truncation