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BrainLoom
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AI Tool
LLC Memory Server Review
LLC Memory Server is a specific MCP memory server that stores entities and relationships from Claude's conversations into a persistent, local knowledge graph.
1Operates as a component within the LobeHub ecosystem, which boasts over 73,800 GitHub stars.
2Supports persistent memory for AI agents across more than 70 LLM providers, including OpenAI, Anthropic Claude, and Gemini.
3Offers optional AES-256-GCM encryption at rest, configurable via the MEMORY_MCP_PASSPHRASE environment variable.
4LobeHub, the platform incorporating LLC Memory Server, released v2.0 in January 2026, introducing multi-agent group chat capabilities.
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LLC Memory Server at a Glance
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overview
What is LLC Memory Server?
LLC Memory Server is a specific MCP memory server tool developed by LobeHub that enables users of AI assistants and LLMs to store, retrieve, and manage personal facts across any provider. It stores entities and relationships from Claude's conversations into a persistent, local knowledge graph. This component, also known as Memory Server MCP (Model Context Protocol), is designed to address the challenge of LLMs losing context across sessions and different models. It allows AI agents to store, recall, delete, and list memories using unique keys, with support for tags, timestamps, and expiration settings. The server facilitates fuzzy and content-based searches across stored memories and enables the organization of relationships between memories through linking, ensuring persistent context for AI interactions.
quick facts
Quick Facts
| Attribute | Value |
|---|---|
| Developer | LobeHub |
| Business Model | Freemium |
| Pricing | Freemium starting at $9.9/month |
| Platforms | API, Web (via LobeHub) |
| API Available | Yes |
| Integrations | Over 70 LLM providers (e.g., OpenAI, Anthropic Claude, Gemini, DeepSeek, Mistral, Ollama) |
| Compliance | Privacy Policy available at https://lobehub.com/privacy-policy |
features
Key Features of LLC Memory Server
LLC Memory Server, as part of the LobeHub platform, provides a robust set of features for managing AI agent memory. Its open-source framework ensures transparency and extensibility, supporting a wide array of AI models and multi-modal capabilities. The server's design prioritizes data privacy and control, offering advanced encryption options for stored information.
- 1Operates as an open-source framework component within the LobeHub ecosystem.
- 2Supports integration with over 70 distinct AI models and LLM providers.
- 3Offers multi-modal capabilities, including Vision and Text-to-Speech (TTS) functionalities.
- 4Features a comprehensive plugin system for extending functionality.
- 5Provides a well-documented API for programmatic access and integration.
- 6Supports optional AES-256-GCM encryption at rest, activated via the `MEMORY_MCP_PASSPHRASE` environment variable.
- 7Enables storing, recalling, deleting, and listing memories with associated tags, timestamps, and expiration settings.
- 8Facilitates content searching within stored memories using fuzzy and content-based query mechanisms.
- 9Allows for the organization of relationships and navigation of memory graphs between distinct memories.
- 10Ensures privacy and local control over personal data utilized by AI assistants.
use cases
Who Should Use LLC Memory Server?
LLC Memory Server is designed for individuals and teams who require persistent, portable, and private memory solutions for their AI interactions. Its capabilities are particularly beneficial for enhancing the long-term effectiveness and personalization of AI assistants and LLMs across various applications.
- 1Users of AI assistants and LLMs who require persistent, portable, and private memory for their interactions, ensuring context retention across sessions.
- 2Developers and teams building AI agents that need to store, recall, delete, and manage personal facts across any LLM provider.
- 3Organizations facilitating multi-agent collaboration on complex, multi-step workflows, where shared and persistent knowledge is critical.
- 4Individuals seeking personalized AI interactions that adapt their behavior and provide uniquely tailored assistance over time.
- 5Users prioritizing local control and privacy over personal data used by AI assistants, leveraging optional AES-256-GCM encryption.
pricing
LLC Memory Server Pricing & Plans
LLC Memory Server is part of the LobeHub platform, which operates on a freemium model with several subscription tiers designed to accommodate varying usage needs. Pricing is structured around monthly credits, file storage, and vector storage entries, with higher tiers offering increased capacities and priority support.
- 1Free Plan: Includes 500,000 Credits per month, 10.0 MB File Storage, unlimited pages, image and video generation, and community forum support.
- 2Starter Plan: Priced at $9.9/month, offering 5,000,000 Credits per month, 1.0 GB File Storage, 5,000 Vector Storage entries, and early access to SOTA models and Agent Memory.
- 3Premium Plan: Priced at $19.9/month, providing 15,000,000 Credits per month, 2.0 GB File Storage, 10,000 Vector Storage entries, and priority email support.
- 4Ultimate Plan: Starting at $39.9/month, offering further increased capacities and premium features (specific details beyond price not fully provided).
competitors
LLC Memory Server vs Competitors
LLC Memory Server, as a component of LobeHub's Model Context Protocol (MCP), positions itself within a competitive landscape of AI memory and context management solutions. It emphasizes collaborative agent teams, transparent memory, and a broad ecosystem. While several tools address persistent memory for LLMs, LLC Memory Server distinguishes itself through its integration within the LobeHub platform's extensive features and open-source nature.
1
Zep↗
Zep is an open-source memory platform that builds temporal context graphs for AI agents, tracking how facts evolve over time to provide persistent memory.
Like LLC Memory Server, Zep provides persistent memory for LLM conversations by structuring information into a graph. It offers a broader platform for AI agent context management, including summarization and vector search, and its core engine, Graphiti, offers an MCP server option.
2
RLabs-Inc/memory↗
This open-source memory server is specifically designed for easy integration with AI CLI tools like Claude Code, providing semantic memory and 'consciousness continuity' across conversations.
Directly comparable as an MCP memory server, it focuses on providing long-term semantic memory for LLMs, including Claude, using a local markdown database for persistence, similar to LLC Memory Server's local knowledge graph.
3
Neo4j LLM Knowledge Graph Builder↗
It's an open-source tool that leverages the Neo4j graph database to extract entities and relationships from unstructured data, building comprehensive knowledge graphs for LLMs.
While Neo4j is a database, the LLM Knowledge Graph Builder provides the specific functionality of creating and managing a knowledge graph for LLM memory, similar to LLC Memory Server's goal of storing entities and relationships in a local knowledge graph. It supports various LLMs and is open-source.
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Frequently Asked Questions
+What is LLC Memory Server?
LLC Memory Server is a specific MCP memory server tool developed by LobeHub that enables users of AI assistants and LLMs to store, retrieve, and manage personal facts across any provider. It stores entities and relationships from Claude's conversations into a persistent, local knowledge graph.
+Is LLC Memory Server free?
LLC Memory Server is part of the LobeHub platform, which operates on a freemium model. A Free Plan is available, offering 500,000 Credits per month and 10.0 MB File Storage. Paid plans start at $9.9/month for the Starter Plan, providing increased capacities and additional features.
+What are the main features of LLC Memory Server?
Key features include its open-source framework, support for over 70 AI models, multi-modal capabilities, a plugin system, and an available API. It offers optional AES-256-GCM encryption at rest, and enables storing, recalling, deleting, and listing memories with tags, timestamps, and expiration. The server also supports fuzzy and content-based searches and the organization of memory graphs.
+Who should use LLC Memory Server?
LLC Memory Server is intended for users of AI assistants and LLMs who require persistent, portable, and private memory for their interactions. This includes developers building AI agents, teams engaged in multi-agent collaboration, and individuals seeking personalized AI experiences while maintaining local control over their data.
+How does LLC Memory Server compare to alternatives?
LLC Memory Server, as a LobeHub MCP component, focuses on a local, portable knowledge graph for LLM memory. It differs from broader platforms like Zep, which builds temporal context graphs for AI agents with summarization and vector search. Compared to RLabs-Inc/memory, both are MCP memory servers, but LLC Memory Server uses a local knowledge graph while RLabs-Inc/memory uses a local markdown database. Unlike the Neo4j LLM Knowledge Graph Builder, which leverages a graph database for general knowledge graph construction, LLC Memory Server is a specific component for conversational context within the LobeHub ecosystem.