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Alternatives to OMEGA Memory

OMEGA Memory is a MCP server by omega-memory: Persistent memory, coordination, and learning for AI agents. If it doesn't fit your setup, these 12 MCP servers cover similar ground. They are ordered by how closely they match OMEGA Memory and by our rank, which weighs adoption, freshness and documentation; money never changes the order. Codebase Memory leads the list (more GitHub stars (47.4K)). 2 offer a remote endpoint, so there is nothing to install locally. Each entry shows data reasons to switch, and you can open a side-by-side comparison with OMEGA Memory.

Updated Oct 26, 2026 · Built from catalog data; how we rank and grade

You're replacing

OMEGA Memory

Persistent memory, coordination, and learning for AI agents.

12 alternatives

Ordered by how closely each matches OMEGA Memory (shared product, category or stated alternative) and by rank.

  1. 1
    Codebase Memory

    DeusData

    Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

    • More GitHub stars (47.4K)

    ★ 47.4K↓ 2.5K/wkLast active Oct 22, 2026Local (stdio)Claude Code, Codex, VS Code, Claude Desktop +2Compare →

  2. 2
    Neural Memory

    nhadaututtheky

    Persistent memory for AI agents — 55 MCP tools, spreading activation recall.

    • Active in the last 30 days
    • Open source (MIT)

    ★ 242Last active Oct 23, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

  3. 3
    Basic Memory

    basicmachines-co

    Local-first knowledge management with bi-directional LLM sync via Markdown files.

    • More GitHub stars (4.3K)

    ★ 4.3K↓ 14.4K/wkLast active Oct 24, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2Compare →

  4. 4
    VelesDB Memory

    cyberlife-coder

    Offline agentic memory: remember/recall/relate/forget/why over a fused vector+graph+columnar engine

    • Active in the last 30 days

    ★ 100Last active Oct 3, 2026Local (stdio)Claude Desktop

  5. 5
    Mnemoverse Memory

    mnemoverse

    Hosted agent memory that learns from outcomes, with shared rooms.

    • Remote server, no local install

    ★ 27↓ 1.1K/wkLast active Oct 23, 2026Local (stdio), Remote (HTTP)Claude Code, VS Code, Codex, Cursor +2

  6. 6
    Anneal Memory

    phillipclapham

    Two-layer memory for AI agents with an immune system.

    • Active in the last 30 days
    • Open source (MIT)

    ★ 12↓ 8.1K/wkLast active Oct 23, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

  7. 7
    Shodh Memory

    varun29ankuS

    Cognitive memory for AI agents — semantic search, Hebbian learning, knowledge graphs.

    • Open source (Apache-2.0)

    ★ 315Last active Sep 10, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

  8. 8
    Nautilus Compass Memory

    chunxiaoxx

    Local-first long-term memory for AI agents, with byte-recomputable signed verification receipts.

    • Remote server, no local install
    • More GitHub stars (1.3K)

    ★ 1.3K↓ 83/wkLast active Oct 24, 2026Local (stdio), Remote (HTTP)Claude Code, VS Code, Codex, Cursor +2

  9. 9
    Ori Memory

    aayoawoyemi

    Persistent memory infrastructure for AI agents.

    • Active in the last 30 days
    • Open source (Apache-2.0)

    ★ 333Last active Oct 1, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

  10. 10
    M3 Memory

    skynetcmd

    Local-first, cloud-friendly memory — 100+ tools, 99.2% LongMemEval-S retrieval@8, hybrid search.

    • Active in the last 30 days
    • Open source (Apache-2.0)

    ★ 29↓ 1K/wkLast active Oct 26, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

  11. 11
    Cognitive AI Memory

    sachitrafa

    Ebbinghaus-based persistent memory for Claude.

    ★ 270Last active Jul 14, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

  12. 12
    inspeximus: agent memory with provenance, GDPR erasure and a tamper-evident…

    DanceNitra

    Self-correcting agent memory: recall, supersede, revert, forget, GDPR erasure, audit receipts.

    • Active in the last 30 days
    • Open source (MIT)

    ★ 8↓ 1.6K/wkLast active Oct 22, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

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