AgentIndex icon
AgentIndex
AgentRecall-X logo
AgentRecall-X
★ 371
vs
superbrain logo
superbrain
★ 42

AgentRecall-X vs superbrain

AgentRecall-X: AgentRecall is a unique agent memory system that not only stores human corrections but also measures whether these corrections lead to actual behavioral changes in the agent across sessions. It provides a governed corrections ledger and a measurement harness to track and verify if an agent stops repeating past mistakes.; superbrain: SuperBrain is a zero-config plugin for Claude Code that automatically captures every session's reasoning and decisions into a local, plain Obsidian markdown vault. It acts as a self-building second brain, ensuring that valuable context and trade-offs from coding sessions are never lost and are easily retrievable.

01

TL;DR

AgentRecall-X logo
AgentRecall-XMemory & Context · ★ 371

Ensuring AI agents learn from past mistakes and avoid repeating errors across sessions.

Read AgentRecall-X full review →
superbrain logo
superbrainMemory & Context · ★ 42

Preserving reasoning and decisions from Claude Code sessions.

Read superbrain full review →
02

Side-by-Side Comparison

Field
AgentRecall-X logoAgentRecall-X
superbrain logosuperbrain
Category
Memory & Context
Memory & Context
Stars
★ 371
★ 42
License
MIT
MIT
Install Command
claude mcp add --scope user agent-recall -- npx -y agent-recall-mcp
/plugin marketplace add m3talux/superbrain && /plugin install superbrain
Updated
1w ago
2mo ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
Agent Memory, LLM Learning Loop, Correction Tracking
Session Memory, Claude Code Plugin, Obsidian Integration
03

Features

AgentRecall-X logoAgentRecall-X
01Governed corrections ledger with severity, evidence, and outcome tracking.
02Unique measurement of behavioral change, tracking if agents stop repeating mistakes.
03Five distinct memory layers (episodic, semantic, procedural, narrative, correction) for comprehensive context.
04Local-first semantic recall using an ONNX embedding model for privacy and offline capability.
05Automated session loop for context loading and saving, plus nightly consolidation ('Dreaming').
superbrain logosuperbrain
01Global, zero-config installation with no API key requirement.
02Captures session memory into plain Obsidian markdown vaults.
03Supports local hybrid search (FTS5 + sqlite-vec) for efficient recall.
04Provides project-scoped autonomous recall and session briefs.
05Generates incremental daily notes and manages lessons learned.
04

Use Cases

AgentRecall-X logoAgentRecall-X
↳Ensuring AI agents learn from past mistakes and avoid repeating errors across sessions.
↳Evaluating agent performance by measuring the effectiveness of corrections and actual behavioral changes.
↳Managing structured, persistent memory for agents, including project context, skills, and past decisions.
↳Integrating agent memory into developer environments (e.g., Claude Code, VS Code) for seamless workflow.
↳Performing private and secure offline semantic search within an agent's knowledge base.
superbrain logosuperbrain
↳Preserving reasoning and decisions from Claude Code sessions.
↳Building a personal knowledge base for coding projects that automatically documents progress.
↳Quickly recalling past context, trade-offs, and solutions within specific projects.
↳Journaling daily coding activities and lessons learned without manual effort.
05

Best For

AgentRecall-X logoAgentRecall-X
Hidden Gem
superbrain logosuperbrain
—
FAQ

FAQ

What is the difference between AgentRecall-X and superbrain?
Both AgentRecall-X and superbrain are in the Memory & Context category. AgentRecall-X has 371 stars, while superbrain has 42 stars.
Which is better, AgentRecall-X or superbrain?
The best choice depends on your use case. Choose AgentRecall-X if Ensuring AI agents learn from past mistakes and avoid repeating errors across sessions., and superbrain if Preserving reasoning and decisions from Claude Code sessions..
Is AgentRecall-X free or open source?
Yes, AgentRecall-X is open source on GitHub (MIT).
Is superbrain free or open source?
Yes, superbrain is open source on GitHub (MIT).
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Related

Alternatives to AgentRecall-X →Alternatives to superbrain →AgentRecall-X details →superbrain details →