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Alternatives to Codebase Memory

Codebase Memory is a MCP server by DeusData: Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens. If it doesn't fit your setup, these 12 MCP servers cover similar ground. They are ordered by how closely they match Codebase Memory and by our rank, which weighs adoption, freshness and documentation; money never changes the order. Shodh Memory leads the list (open source (Apache-2.0)). 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 Codebase Memory.

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

You're replacing

Codebase Memory

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

12 alternatives

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

  1. 1
    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

  2. 2
    OMEGA Memory

    omega-memory

    Persistent memory, coordination, and learning for AI agents.

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

    ★ 224↓ 1.9K/wkLast active Oct 9, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2Compare →

  3. 3
    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

  4. 4
    Basic Memory

    basicmachines-co

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

    • Most GitHub stars here (4,336)
    • Most weekly downloads here (14.4K)

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

  5. 5
    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

  6. 6
    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

  7. 7
    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

  8. 8
    Total Agent Memory

    vbcherepanov

    Persistent local memory for coding agents: temporal knowledge graph, procedural and episodic recall

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

    ★ 73↓ 252/wkLast active Oct 14, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

  9. 9
    Turbo Quant Memory

    Lexus2016

    Local-first memory and knowledge graph for coding agents.

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

    ★ 9↓ 659/wkLast active Oct 21, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

  10. 10
    Nautilus Compass Memory

    chunxiaoxx

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

    • Remote server, no local install

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

  11. 11
    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

  12. 12
    Memory Lean

    zamansheikh

    Token-lean memory for AI agents: a knowledge graph searched cheaply.

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

    ★ 3Last active Oct 16, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

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