AgentIndex icon
AgentIndex
okf-agent-memory logo
okf-agent-memory
★ 830
vs
borhan logo
borhan
★ 39

okf-agent-memory vs borhan

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.; borhan: Borhan provides a robust long-term memory solution for AI agents, enabling them to store important information and retrieve it months later through a powerful, structured query language. Unlike simple grep or vector databases, it offers advanced matching, ranking, and multilingual capabilities for thousands of memories, helping agents learn and recall complex concepts.

01

TL;DR

okf-agent-memory logo
okf-agent-memoryMemory & Context · ★ 830

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

Read okf-agent-memory full review →
borhan logo
borhanMemory & Context · ★ 39

Provide long-term memory for AI agents to retain critical information and past insights across conversations.

Read borhan full review →
02

Side-by-Side Comparison

Field
okf-agent-memory logookf-agent-memory
borhan logoborhan
Category
Memory & Context
Memory & Context
Stars
★ 830
★ 39
License
MIT
MIT
Install Command
git clone https://github.com/okf-memory/okf-agent-memory.git && cd okf-agent-memory && make build
curl -fsSL https://raw.githubusercontent.com/pouriya/borhan/master/install.sh | sh
Updated
1d ago
1mo ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
AI Agents, Persistent Memory, Knowledge Base
AI Agents, Long-term Memory, Search Engine
03

Features

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.
borhan logoborhan
01Agent-driven content storage and search query generation
02Structured memory organization (notes, sessions, messages) with descriptions
03Advanced, multilingual text matching with normalization and linguistic flexibility
04Intelligent ranking of search results based on idea coverage, proximity, and recency
05Flexible, powerful query language supporting complex ideas and boolean logic
04

Use Cases

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.
borhan logoborhan
↳Provide long-term memory for AI agents to retain critical information and past insights across conversations.
↳Store operational knowledge such as project decisions, code explanations, and debugging paths for future agent reference.
↳Integrate as a memory and knowledge retrieval tool for existing AI agents via MCP protocol or REST API.
↳Establish a shared knowledge base for collaborative AI agent environments across multiple users or machines.
05

Best For

okf-agent-memory logookf-agent-memory
Hidden Gem
borhan logoborhan
—
FAQ

FAQ

What is the difference between okf-agent-memory and borhan?
Both okf-agent-memory and borhan are in the Memory & Context category. okf-agent-memory has 830 stars, while borhan has 39 stars.
Which is better, okf-agent-memory or borhan?
The best choice depends on your use case. Choose okf-agent-memory if Software Engineering: Managing architecture decisions, code references, and operational constraints., and borhan if Provide long-term memory for AI agents to retain critical information and past insights across conversations..
Is okf-agent-memory free or open source?
Yes, okf-agent-memory is open source on GitHub (MIT).
Is borhan free or open source?
Yes, borhan is open source on GitHub (MIT).
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