total-agent-memory: Persistent local memory for AI coding agents — Claude Code, Codex CLI, Cursor, any MCP client

by vbcherepanov · MCP Server · ★ 75

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

How to install total-agent-memory

npx -y total-agent-memory connect claude-code            # Node, zero-install
uvx total-agent-memory                                    # Python via uv (fast)

Taken from the project's README on GitHub.

Security audit verdict: SAFE · quality 66/100

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-memoryclaude-codeclaude-code-mcpclaude-code-pluginclaude-memorycodex-clideveloper-toolsknowledge-graphknowledge-management

Quick Facts

Stars75
Forks18
LanguagePython
CategoryMCP Server
LicenseMIT
Quality Score66/100
Open Issues9
Last Updated2026-11-04
Created2026-02-16
Platformsclaude-code, cli, codex, mcp, python
Est. Tokens~25k

About total-agent-memory

total-agent-memory The only memory layer that learns how you work — not just what you said. Persistent, local memory for AI coding agents: Claude Code, Codex CLI, Cursor, any MCP client. Temporal knowledge graph · procedural memory · AST codebase ingest · cross-project analogy · 3D WebGL visualization. []() []() []() [![Docker GHC

Compatible Skills

These tools work well together with total-agent-memory for enhanced workflows:

  • fireworks-skill-memory — semantic(0.32)+complementary+same_lang+similar_pop+shared_platform (61%)
  • claude-remember — semantic(0.39)+complementary+same_lang+similar_pop+shared_platform (59%)

total-agent-memory alternative? Top 6 similar tools

Looking for a total-agent-memory alternative? If you're comparing total-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.

  • roampal-core by roampal-ai · ⭐ 51

    Outcome-based persistent memory MCP server for Claude Code and OpenCode. Good advice promoted, bad advice demo

  • Ori-Mnemos by aayoawoyemi · ⭐ 328

    Local-first persistent agentic memory powered by Recursive Memory Harness (RMH). Open source must win.

  • Zikkaron by amanhij · ⭐ 61

    Biologically-inspired persistent memory engine for Claude Code. 26 cognitive subsystems, Hopfield networks, pr

  • omega-memory by omega-memory · ⭐ 220

    Persistent memory for AI coding agents

  • mengram by alibaizhanov · ⭐ 204

    Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn fro

  • pdf-mcp by jztan · ⭐ 165

    MCP server that lets Claude Code and other AI agents read and search large PDFs, one file or a whole folder: a

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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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