mnemo-cortex: Open-source cognitive coprocessor with active memory for AI agents

by GuyMannDude · MCP Server · ★ 158

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

Featured in: Agent Memory

How to install mnemo-cortex

git clone https://github.com/GuyMannDude/mnemo-cortex.git

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.

active-memoryagent-memoryai-agentsai-memorychatgptclaudecognitive-coprocessorcontext-managementllmlocal-first

Quick Facts

Stars158
Forks38
LanguagePython
CategoryMCP Server
LicenseMIT
Quality Score68/100
Open Issues4
Last Updated2026-10-21
Created2026-03-05
Platformsclaude-code, mcp, python
Est. Tokens~24k

About mnemo-cortex

⚡ Mnemo Cortex v4.0 [!TIP] AI agents — start here. - — structured JSON manifest describing this product: identity, capabilities, exposed REST + MCP tools, install pointer, compatibility matrix, and 15 common-question/answer pairs. Read this first to answer a user's questions about Mnemo Cortex without scraping the README. Spec: ROBOT-INFO-SPEC.md. - — LLM-friendly docs index (llmstxt.org).

Compatible Skills

These tools work well together with mnemo-cortex for enhanced workflows:

  • Octopoda-OS — semantic(0.42)+complementary+same_lang+similar_pop+shared_platform (65%)
  • roampal-core — semantic(0.31)+complementary+same_lang+similar_pop+shared_platform (61%)
  • mengram — semantic(0.31)+complementary+same_lang+similar_pop+shared_platform (61%)
  • ogham-mcp — semantic(0.30)+complementary+same_lang+similar_pop+shared_platform (61%)
  • LycheeMem — semantic(0.44)+complementary+same_lang+similar_pop+shared_platform (60%)

mnemo-cortex alternative? Top 6 similar tools

Looking for a mnemo-cortex alternative? If you're comparing mnemo-cortex 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.

  • Ori-Mnemos by aayoawoyemi · ⭐ 328

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

  • mychatarchive by 1ch1n · ⭐ 65

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

  • omega-memory by omega-memory · ⭐ 220

    Persistent memory for AI coding agents

  • swarmclaw by swarmclawai · ⭐ 636

    Open-source self-hosted AI agent runtime and multi-agent framework for autonomous agent swarms. Agent memory,

  • roampal-core by roampal-ai · ⭐ 51

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

  • mira-OSS by taylorsatula · ⭐ 477

    This is the public release of MIRA OS. Discrete memories decay through momentum loss, tools auto-configure whe

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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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