LocalRecall: 100% Local Memory layer and Knowledge base for agents with WebUI

by mudler · AI Tool · ★ 977

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

How to install LocalRecall

git clone https://github.com/mudler/LocalRecall.git

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

Security audit verdict: SAFE · quality 59/100

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.

Quick Facts

Stars977
Forks121
LanguageGo
CategoryAI Tool
LicenseMIT
Quality Score59/100
Open Issues19
Last Updated2026-10-06
Created2025-02-12
Platformsbrowser, go
Est. Tokens~18k

About LocalRecall

Your AI. Your Hardware. Your Rules. A lightweight, no-frills RESTful API designed for managing knowledge bases and files stored in vector databases—no GPU, internet, or cloud services required! LocalRecall provides a simple and generic abstraction layer to handle knowledge retrieval, ideal for AI agents and chatbots to manage both long-term and short-term memory seamlessly.

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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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