MCP server starters · Rank #40

B

marm-memory

Grade B: derived only from the two verdicts below. How grades work

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.

ActiveDeps unknownFree

Why this verdict

How we check →
  • 755 commits by 14 contributors in the last 90 days (405 in the last 30). receipt ↗
  • Latest release v2.60.1, 6 days ago. receipt ↗

Snapshot: commit 97871d5 on MARM-main, checked 2026-10-19 07:10 UTC. Receipts link to files at this exact commit.

Check before you commit
  • Manifest not found: package.json

What the README says you get

  • API
    HTTP and STDIO transportsAll 16 tools work over HTTP and STDIO
  • Deploy
    Docker deploymentPip, Docker, STDIO, HTTP, and managed swarm, swarm-max, and trusted profiles
  • Other
    Persistent agent memorygives your agents a private, shared memory
  • Other
    Core memory toolsCore Memory (8 tools) stores conversations, notes, notebook entries, and summaries
  • Other
    Code graph toolsCode Graph (6 tools) maps your repository
  • Other
    Concept graph toolsConcept Graph (2 tools) connects people, decisions, errors, and ideas
  • Other
    Multi-agent shared memoryYour agents share the same local memory across sessions
  • Other
    Repository indexingIndex local repositories, inspect architecture, impact, coverage, decisions
  • Other
    Transcript distillationTurn transcripts into durable-memory proposals
  • Other
    Client connection setupSetup connects Claude Code, Claude Desktop, Cursor, VS Code, Codex CLI
  • Other
    Integrated terminaldocked terminal provides a real local shell with persistent sessions
  • Other
    Semantic recallFTS filter, semantic re-rank, bounded semantic fallback
  • UI
    Bundled web consoleRun marm-memory console to open the bundled web app

Extracted from the kit's README by a local AI model (deepseek-flash) on Oct 19, 2026. Every item is checked against an exact README quote; 1 unverifiable item was discarded. A README claim is the maker's description, not something we tested.

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History

Sep 29, 2026 → Oct 19, 2026. One square per check, colored by maintenance status. Hover for details.

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DateMaintenanceDependenciesCommits (90d)
Oct 19, 2026ActiveDeps unknown755
Oct 12, 2026ActiveDeps unknown844
Sep 29, 2026ActiveDeps unknown725

Sources

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