Vault-Agent-Memory: Local-first memory governance for AI agents: shared, reviewable, auditable memory via SQLite and MCP

by zycaskevin · MCP Server · ★ 50

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

How to install Vault-Agent-Memory

git clone https://github.com/zycaskevin/Vault-Agent-Memory.git

Taken from the project's README on GitHub.

Security audit verdict: SAFE · quality 67/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours.

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

agent-memoryai-agentsknowledge-basellmlocal-firstmcpmcp-servermemory-governancemulti-agentobsidian

Quick Facts

Stars50
Forks10
LanguagePython
CategoryMCP Server
LicenseApache-2.0
Quality Score67/100
Open Issues20
Last Updated2026-08-27
Created2026-04-16
Platformsmcp, python
Est. Tokens~18k

About Vault-Agent-Memory

Vault Agent Memory English 简体中文 Local-first memory governance for AI agents. Vault Agent Memory gives Codex, Claude Code, Hermes, OpenClaw, n8n, Coze, and other agents one governed memory vault to share. It is not trying to be another notes app or vector database.

Compatible Skills

These tools work well together with Vault-Agent-Memory for enhanced workflows:

  • GateMem — semantic(0.31)+complementary+same_lang+similar_pop+shared_platform (61%)
  • mnemo-cortex — semantic(0.30)+complementary+same_lang+similar_pop+shared_platform (60%)
  • Mimir — semantic(0.26)+complementary+same_lang+similar_pop+shared_platform (59%)

Vault-Agent-Memory alternative? Top 6 similar tools

Looking for a Vault-Agent-Memory alternative? If you're comparing Vault-Agent-Memory with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • captain-claw by kstevica · ⭐ 193

    Command a fleet of AI agents, on every deck, every desk, every wrist. Self-hosted multi-agent platform with me

  • gno by gmickel · ⭐ 118

    Local AI-powered document search and editing with first-in-class hybrid retrieval, LLM answers, WebUI, REST AP

  • caura-long-run-fleet by caura-ai · ⭐ 83

    Long-running fleet orchestration and memory infrastructure for AI agents. Enables persistent context, shared m

  • caura-cross-fleet-gov by caura-ai · ⭐ 81

    Multi-agent memory governance demo using Caura + OpenClaw. Three agents (Sales, Legal, Admin) share one memory

  • mychatarchive by 1ch1n · ⭐ 65

    Local-first AI memory archive. Import ChatGPT, Claude, and Grok exports, generate semantic embeddings, and sea

  • aiwg by jmagly · ⭐ 229

    Reusable project context and specialist workflows for the AI tools you already use. Agents, skills, rules and

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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