loci — security grade SAFE, quality 68/100

Security audit verdict: SAFE · quality 68/100

No red flags found in any of the 11 categories — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

by IvenKooLab · MCP Server · ★ 98

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

🔒 Is loci safe to install? View the security audit →

About loci

loci 🧠 Two thousand years ago, orators stored their speeches in the rooms of a palace and walked through them to remember. loci does the same for your files. Loci is the method behind every memory palace: place knowledge in locations, recall it by walking the path. A queryable "second brain" for the project

ai-agentsbm25chromadbcross-ideembeddingsfeedback-loopincremental-indexingknowledge-baselocal-firstmcp

Quick Facts

Stars98
Forks0
LanguagePython
CategoryMCP Server
LicenseMIT
Quality Score68.0011071291395/100
Last Updated2026-09-26
Created2026-09-03
Platformsmcp, python
Est. Tokens~18k

Compatible Skills

These tools work well together with loci for enhanced workflows:

loci alternative? Top 6 similar tools

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

  • ctxvault by Filippo-Venturini · ⭐ 60

    Local memory infrastructure for AI agents. Store knowledge and skills in isolated vaults you compose, control

  • gno by gmickel · ⭐ 115

    Local AI-powered document search and editing with first-in-class hybrid retrieval, LLM answers, WebUI, REST AP

  • ChatCrystal by ZengLiangYi · ⭐ 58

    Local-first AI PKM for coding conversations: import Claude Code/Cursor/Codex, distill notes, semantic search,

  • octocode by Muvon · ⭐ 477

    Structural code intelligence for AI agents — semantic search, knowledge graphs, and a built-in MCP server in o

  • mcpproxy-go by smart-mcp-proxy · ⭐ 382

    Supercharge AI Agents, Safely

  • MakerAi by gustavoeenriquez · ⭐ 209

    The AI Operating System for Delphi. 100% native framework with RAG 2.0, autonomous agents, MCP protocol, and u

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Frequently Asked Questions

What is loci?

loci is A queryable second brain over your scattered notes and docs - hybrid retrieval (vector + BM25), section-level citations, and an MCP server so AI agents can use it. ~300 lines, no LangChain.. It is categorized as a MCP Server with 98 GitHub stars.

What programming language is loci written in?

loci is primarily written in Python. It covers topics such as ai-agents, bm25, chromadb.

How do I install or use loci?

You can find installation instructions and usage details in the loci GitHub repository at github.com/IvenKooLab/loci. The project has 98 stars and 0 forks, indicating an active community.

What license does loci use?

loci is released under the MIT license, making it free to use and modify according to the license terms.

What are the best alternatives to loci?

The top alternatives to loci on Agent Skills Hub include ctxvault, gno, ChatCrystal. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy, covering 11 red-flag categories including credential harvesting, data exfiltration, and curl | sh installers. 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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