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Agentic.ai Directory · Jul 16, 2026

Tree Ring Memory Framework

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Agentic.ai · agentic.ai

Home Agent Infrastructure Tree Ring Memory Framework

TR

Local-first memory lifecycle for AI agents

A Rust-based memory layer for AI agents that stores, recalls, and consolidates memory locally with SQLite/FTS. It is built for developers who want explainable recall, explicit forgetting, and portable agent memory without a required cloud service.

Agenticness = how independently a tool can take action, scored across 9 dimensions. Scored independently by David Kooi, Skylark Creations — see full rubric →

See pricing ↓

File Access

Memory

B2B

CLI

Self-Hosted

On-Device / Edge

Model Agnostic

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About

What It Is

What to Know

Key Features

Rust-native CLI and crates

Local SQLite/FTS storage

Explainable recall with ring, scope, confidence, and ranking signals

Explicit forgetting, redaction, supersession, and expiry

Deterministic consolidation without requiring an LLM

Use Cases

Adding persistent memory to a custom AI agent stack

Storing and recalling project-scoped lessons for development workflows

Keeping durable decisions, warnings, and preferences separate from raw transcripts

Agenticness

: Guided Assistant

Executes tasks you assign, one step at a time, within narrow domains.

High evidence

Last evaluated:

Jul 31, 2026

Dimension Breakdown

Action Capability

Autonomy

Planning

Adaptation

State & Memory

Reliability

Interoperability

Safety

Operator Sovereignty

Categories

Pricing

  • Free / open source — full functionality available at no cost.

Details

AddedJuly 16, 2026

RefreshedJuly 16, 2026

Agenticness

Quick Facts

DeploymentSelf-hosted

AutonomyCopilot (human-in-loop)

Model supportMulti-model

Team supportIndividual only

Pricing modelFree / open source

Interfacecli

Sources

Last updated

August 18, 2026

Free daily brief

When Tree Ring Memory Framework changes its pricing, we catch it the next morning

We recrawl every tool in this directory daily. AI Insider is the 3-minute brief on what actually changed — pricing, features, score moves on our 36-point rubric — often before any press coverage. Sent daily. Skipped when nothing happened.

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