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ease 0 out of 5 stars
features 0 out of 5 stars
design 0 out of 5 stars
support 0 out of 5 stars

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Average Ratings 0 Ratings

Total 0 out of 5 stars
ease 0 out of 5 stars
features 0 out of 5 stars
design 0 out of 5 stars
support 0 out of 5 stars

No User Reviews. Be the first to provide a review:

Write a Review

Description

HotKV serves as a commercial, Redis-compatible in-memory data storage solution tailored for both application developers and infrastructure teams. Featuring a C++20 server, it efficiently executes commands utilizing multiple CPU cores and caters to both RESP2 and RESP3 clients, alongside offering persistence, Lua scripting, clustering capabilities, key-value operations, and vector similarity searching. In addition, it includes extra modules for prompt and semantic caching, RAG retrieval, tracking the usage and budgets of LLMs, and memory for AI agents; these AI modules can be accessed through HotKV Cloud’s Performance and Scale plans or via a license for on-premises installations. HotKV Cloud operates as a managed service with dedicated instances, whereas the On-Premise version is compatible with x86_64 or ARM64 Linux systems within a customer’s infrastructure. As Redis command and behavior compatibility may differ, it is crucial for teams to confirm that the necessary commands and features are supported before proceeding with migration, ensuring a smooth transition and optimal performance for their applications. Additionally, the array of features within HotKV allows teams to efficiently manage workloads and enhance their applications’ capabilities.

Description

Octobrain functions as an open-source persistent memory server tailored for AI assistants, operating as a Rust command-line application alongside a Model Context Protocol (MCP) server. This innovative tool is capable of storing notes, decisions, project contexts, and indexed documents, enabling compatible assistants to access relevant information seamlessly throughout various conversations. Among its capabilities are sophisticated features such as semantic and hybrid BM25/vector search, linked memories, project-specific storage solutions, goal consolidation, and a comprehensive knowledge base that can index various formats, including URLs, PDFs, and standard document types. Additionally, it allows teams to collaboratively share knowledge via Git-backed knowledge boxes. Octobrain can operate with local embedding models or optional cloud-based embedding services, providing users with tools for memory management—including saving, searching, and deleting memories. Designed with developers and teams in mind, it enhances MCP-compatible AI assistants by providing a persistent and searchable context, while installation and management are streamlined to occur within the user's own environment or machine, ensuring a tailored experience. The versatility of Octobrain positions it as an essential resource for teams looking to enhance their AI interactions with structured, retrievable information.

API Access

Has API Yes 

API Access

Has API Yes 

Screenshots View All

No images available

Screenshots View All

No images available

Integrations

Cursor Yes 
OpenAI Yes 
Claude Yes 
Claude Desktop No 
Docker No 
Gemini No 
Jina AI No 
LangChain Yes 
LangGraph Yes 
LiteLLM Yes 
LlamaIndex Yes 
Model Context Protocol (MCP) Yes 
Vercel AI SDK Yes 
Voyage AI No 

Integrations

Cursor Yes 
OpenAI Yes 
Claude No 
Claude Desktop Yes 
Docker Yes 
Gemini Yes 
Jina AI Yes 
LangChain No 
LangGraph No 
LiteLLM No 
LlamaIndex No 
Model Context Protocol (MCP) No 
Vercel AI SDK No 
Voyage AI Yes 

Pricing Details

$0.03/hour
HotKV Cloud Starter starts at $0.03/hour and is billed monthly or yearly in advance. Starter instances have 2 vCores, 2–8 GB RAM, and 10–40 GB disk; prices vary by region and instance size. On-premise licensing is separate.
Free Trial No 
Free Version No 

Pricing Details

No price information available.
Free Trial No 
Free Version Yes 

Deployment

Web-Based Yes 
On-Premises Yes 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux Yes 
Chromebook No 

Deployment

Web-Based No 
On-Premises Yes 
iPhone App No 
iPad App No 
Android App No 
Windows Yes 
Mac Yes 
Linux Yes 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Vendor Details

Company Name

HotKV Ltd

Founded

2026

Country

United Kingdom

Website

hotkv.com

Vendor Details

Company Name

Muvon

Founded

2017

Country

Hong Kong

Website

octomind.run/product/octobrain

Product Features

Product Features

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