YourMemory: Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo

by sachitrafa · MCP Server · ★ 262

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

How to install YourMemory

pip install yourmemory

Taken from the project's README on GitHub. Check the security audit before running it.

Security audit verdict: SAFE · quality 68/100

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. Full audit →

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-agentsclaudedevtoolsebbinghausllm-memorymcpmcp-servermemorymodel-context-protocol

Quick Facts

Stars262
Forks22
LanguagePython
CategoryMCP Server
Quality Score68/100
Open Issues10
Last Updated2026-08-08
Created2026-03-02
Platformsclaude-code, mcp, python
Est. Tokens~17k

About YourMemory

YourMemory Persistent memory for AI agents — built on the science of how humans remember. [![LongMemEval Recall@5](https://img.shiel

Compatible Skills

These tools work well together with YourMemory for enhanced workflows:

  • codemem — semantic(0.33)+complementary+same_lang+similar_pop+shared_platform (57%)
  • superlocalmemory — semantic(0.25)+complementary+same_lang+similar_pop+shared_platform (54%)

YourMemory alternative? Top 6 similar tools

Looking for a YourMemory alternative? If you're comparing YourMemory 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.

  • claude-mem-lite by sdsrss · ⭐ 67

    Persistent long-term memory for Claude Code via MCP — captures coding decisions, bugfixes, and context across

  • Ori-Mnemos by aayoawoyemi · ⭐ 328

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

  • mengram by alibaizhanov · ⭐ 195

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

  • Zikkaron by amanhij · ⭐ 62

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

  • superlocalmemory by qualixar · ⭐ 254

    Open-source governed, local-first memory control plane for AI agents and teams. arXiv:2608.08253

  • omega-memory by omega-memory · ⭐ 220

    Persistent memory for AI coding agents

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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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