AgentIndex icon
AgentIndex
memo logo
memo
★ 24
vs
okf-agent-memory logo
okf-agent-memory
★ 827

memo vs okf-agent-memory

memo: Memo provides a 100% local, persistent, and searchable memory solution for AI coding agents, eliminating amnesia across sessions. It uniquely offers token-efficient context management, historical querying, contradiction detection, and autonomous maintenance, saving costs and improving agent performance.; okf-agent-memory: OKF Agent Memory provides a domain-neutral, Git-native persistent project memory for AI agents, leveraging the Dual-Memory Agent Architecture to prevent context bloat and memory rot. It uses an ultra-compact behavioral codex and a queryable OKF v0.2 knowledge bundle, with blazing-fast, zero-cost local retrieval.

01

TL;DR

memo logo
memoMemory & Context · ★ 24

Providing continuous memory and context for AI coding agents across multiple sessions to prevent 'amnesia'.

Read memo full review →
okf-agent-memory logo
okf-agent-memoryMemory & Context · ★ 827

Software Engineering: Managing architecture decisions, code references, and operational constraints.

Read okf-agent-memory full review →
02

Side-by-Side Comparison

Field
memo logomemo
okf-agent-memory logookf-agent-memory
Category
Memory & Context
Memory & Context
Stars
★ 24
★ 827
License
MIT
MIT
Install Command
curl -fsSL https://raw.githubusercontent.com/jagoff/memo/v4.9.0/install.sh | bash
git clone https://github.com/okf-memory/okf-agent-memory.git && cd okf-agent-memory && make build
Updated
Today
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
AI Memory, Local-first, Coding Agent
AI Agents, Persistent Memory, Knowledge Base
03

Features

memo logomemo
01100% local, persistent, and searchable memory for various AI coding agents (e.g., Claude Code, Cursor), requiring no cloud or external databases.
02Token-efficient context management designed to reduce overhead and save costs for AI interactions.
03Time-machine capability to query knowledge as it was at any historical point, aiding in understanding past decisions.
04Contradiction radar that detects and helps resolve conflicting facts within the knowledge corpus.
05Autonomous nightly maintenance pipeline to optimize memory, resolve conflicts, and pre-warm embeddings.
okf-agent-memory logookf-agent-memory
01Dual-Memory Cognitive Architecture (DMAA) to eliminate prompt bloat.
02Blazing fast performance with in-memory BM25 search (<300µs) and graph validation (~4ms).
03100% Git-native, zero vendor lock-in, and zero API costs for memory retrieval.
04Built on Google's Open Knowledge Format (OKF) v0.2 for standardized agent knowledge.
05Solves context bloat and memory rot through progressive disclosure and Search-Before-Write principle.
04

Use Cases

memo logomemo
↳Providing continuous memory and context for AI coding agents across multiple sessions to prevent 'amnesia'.
↳Storing and retrieving important decisions, facts, or project-specific knowledge for AI agents.
↳Analyzing the evolution of project knowledge and understanding the rationale behind past decisions using historical queries.
↳Managing changing project requirements by detecting and resolving contradictions in stored knowledge.
↳Enhancing AI agent responses by injecting relevant, token-optimized memory before model answers.
okf-agent-memory logookf-agent-memory
↳Software Engineering: Managing architecture decisions, code references, and operational constraints.
↳Scientific Research & Literature Reviews: Organizing and querying research findings and insights.
↳Coaching & Operations: Storing client session history, ethical guidelines, and runbooks.
↳Multi-Agent Collaboration: Providing a shared, auditable knowledge base for autonomous agents.
05

Best For

memo logomemo
—
okf-agent-memory logookf-agent-memory
Hidden Gem
FAQ

FAQ

What is the difference between memo and okf-agent-memory?
Both memo and okf-agent-memory are in the Memory & Context category. memo has 24 stars, while okf-agent-memory has 827 stars.
Which is better, memo or okf-agent-memory?
The best choice depends on your use case. Choose memo if Providing continuous memory and context for AI coding agents across multiple sessions to prevent 'amnesia'., and okf-agent-memory if Software Engineering: Managing architecture decisions, code references, and operational constraints..
Is memo free or open source?
Yes, memo is open source on GitHub (MIT).
Is okf-agent-memory free or open source?
Yes, okf-agent-memory is open source on GitHub (MIT).
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Related

Alternatives to memo →Alternatives to okf-agent-memory →memo details →okf-agent-memory details →