memind: Self-evolving cognitive memory and context engine for AI agents in Java

by openmemind · Codex Skill · ★ 901

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

How to install memind

claude mcp add --transport http memind http://localhost:8366/mcp

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

Security audit verdict: SAFE · quality 65/100

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.

aiai-agentai-agentsai-memorycontext-engineeringjavamemoryopenclawspring-ai

Quick Facts

Stars901
Forks94
LanguageJava
CategoryCodex Skill
LicenseApache-2.0
Quality Score65/100
Open Issues13
Last Updated2026-08-13
Created2026-03-19
Platformsjava
Est. Tokens~23k

About memind

Memind Memory that thinks. Context that evolves. The memory layer that lets AI systems learn from every conversation, tool call, document, and resolved task. Memind turns raw context into structured memory and reusable experience, continuously organizes it into memory graphs, threads, and evolving Insight Trees, then recalls the right context through REST, MCP, SDKs, and first-party plugins for...

Compatible Skills

These tools work well together with memind for enhanced workflows:

  • yu-ai-agent — semantic(0.39)+complementary+rare_topics+same_lang+similar_pop+shared_platform (67%)
  • api2mcp4j — semantic(0.24)+complementary+rare_topics+same_lang+similar_pop+shared_platform (62%)
  • mcp-zap-server — semantic(0.19)+complementary+rare_topics+same_lang+similar_pop+shared_platform (61%)
  • spring-ai-mcp — semantic(0.30)+complementary+rare_topics+same_lang+similar_pop+shared_platform (60%)

memind alternative? Top 6 similar tools

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

  • Mysti by DeepMyst · ⭐ 1.2k

    AI coding dream team of agents for VS Code. Claude Code + openai Codex collaborate in brainstorm mode, debate

  • agentic-context-engine by kayba-ai · ⭐ 2.6k

    🧠 Make your agents learn from experience. Now available as a hosted solution at kayba.ai

  • LLM-Agents-Ecosystem-Handbook by oxbshw · ⭐ 555

    One-stop handbook for building, deploying, and understanding LLM agents with 60+ skeletons, tutorials, ecosyst

  • n8n-claw by freddy-schuetz · ⭐ 550

    OpenClaw-inspired autonomous AI agent built entirely in n8n. Adaptive RAG-powered memory, Skills via MCP templ

  • omega-memory by omega-memory · ⭐ 220

    Persistent memory for AI coding agents

  • Acontext by memodb-io · ⭐ 3.7k

    Agent Skills as a Memory Layer

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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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