personal-model: Build your HUMAN.md

by Intuition-Lab · MCP Server · ★ 1.3k

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

How to install personal-model

git clone https://github.com/Intuition-Lab/personal-model.git
uv tool install personal-model

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

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. 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-memorylocal-firstmacosmcppersonal-aipersonal-modelprivacypython

Quick Facts

Stars1,329
Forks90
LanguagePython
CategoryMCP Server
LicenseApache-2.0
Quality Score67/100
Open Issues16
Last Updated2026-10-16
Created2026-07-10
Platformsmcp, python
Est. Tokens~16k

About personal-model

Persome: Build your Personal Model The open-source Personal Model that makes every AI yours. Persome learns how you actually think and work from focused activity captured on your Mac after you grant macOS permission—then gives Codex, Claude Code, and other trusted MCP-compatible clients evidence-linked context to continue your work and make grounded decisions. Runs locally on your Mac.

Compatible Skills

These tools work well together with personal-model for enhanced workflows:

  • openclaw-config — semantic(0.22)+complementary+rare_topics+same_lang+similar_pop+shared_platform (62%)

personal-model alternative? Top 6 similar tools

Looking for a personal-model alternative? If you're comparing personal-model 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.

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    Rent the model. Own everything else. Free, open-source AI app for real work.

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    Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthetic data generation,

  • basic-memory by basicmachines-co · ⭐ 4.5k

    AI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord: htt

  • memorix by AVIDS2 · ⭐ 898

    Open-source cross-agent memory layer for coding agents via MCP. Compatible with Claude Code, Codex, Cursor, Wi

  • Sentient by existence-master · ⭐ 719

    Your personal AI assistant, running on your own computer. Long-running tasks, real memory, proactive help, voi

  • roam-code by Cranot · ⭐ 517

    Local codebase intelligence CLI + MCP server for AI coding agents: SQLite code graph, 28 languages, 287 comman

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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:

View on GitHub → Browse MCP Server tools