--- title: "memory-bank-mcp vs memory-os" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/alioshr-memory-bank-mcp-vs-claudiodrews-memory-os" tools: ["alioshr-memory-bank-mcp", "claudiodrews-memory-os"] --- # memory-bank-mcp vs memory-os *GraphCanon updated Aug 21, 2026* ## Verdict Pick memory-bank-mcp if memory-bank-mcp is an MCP server implementation enabling remote memory bank management inspired by Cline Memory Bank; pick memory-os if memory-OS is a memory operating system tailored for Hermes Agent, focusing on local-first, self-hosted persistent storage and seamless integration with any LLM provider using Qdrant as the vector database. [memory-bank-mcp](https://www.npmjs.com/package/@allpepper/memory-bank-mcp) reports 915 GitHub stars, 84 forks, and 17 open issues, last pushed Aug 20, 2025. [memory-os](https://github.com/ClaudioDrews/memory-os) has 1.3k stars, 124 forks, and 9 open issues, last pushed Jun 10, 2026. Figures are from public GitHub metadata via [memory-bank-mcp's repository](https://github.com/alioshr/memory-bank-mcp) and [memory-os's repository](https://github.com/ClaudioDrews/memory-os). | | [memory-bank-mcp](/tools/alioshr-memory-bank-mcp.md) | [memory-os](/tools/claudiodrews-memory-os.md) | | --- | --- | --- | | Tagline | A Model Context Protocol (MCP) server for remote memory bank management | A 7-layer memory operating system for Hermes Agent with persistent memory and context injection | | Stars | 915 | 1,332 | | Forks | 84 | 124 | | Open issues | 17 | 9 | | Language | TypeScript | Python | | Adopt for | memory-bank-mcp is an MCP server implementation enabling remote memory bank management inspired by Cline Memory Bank. | Memory-OS is a memory operating system tailored for Hermes Agent, focusing on local-first, self-hosted persistent storage and seamless integration with any LLM provider using Qdrant as the vector database. | | Persona | - | - | | Runtime | - | - | | License | MIT | MIT | | Categories | Vector Databases | AI Agents, Vector Databases | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [memory-bank-mcp](/tools/alioshr-memory-bank-mcp.md) | [memory-os](/tools/claudiodrews-memory-os.md) | | --- | --- | --- | | Maintenance | Slowing (36%) | Steady (60%) | | Days since push | 340d | 72d | | Open issues (now) | 17 | 9 | | Stars delta | Unknown | +41 (30d) | | Open issues delta | Unknown | +2 (30d) | | Full report | [trust report](/tools/alioshr-memory-bank-mcp/trust.md) | [trust report](/tools/claudiodrews-memory-os/trust.md) | ## Decision facts: memory-bank-mcp - **Adopt for:** memory-bank-mcp is an MCP server implementation enabling remote memory bank management inspired by Cline Memory Bank. ## Decision facts: memory-os - **Adopt for:** Memory-OS is a memory operating system tailored for Hermes Agent, focusing on local-first, self-hosted persistent storage and seamless integration with any LLM provider using Qdrant as the vector database. ## Choose when ### Choose memory-bank-mcp if… - memory-bank-mcp is primarily TypeScript; memory-os is Python. - Tags unique to memory-bank-mcp: antrophic, claude, cline, cline-memory-bank. - memory-bank-mcp ships Docker support for self-hosted deployment. - memory-bank-mcp ships an MCP server manifest. - When your application requires a Model Context Protocol (MCP) server that supports remote management of a memory bank, with inspiration from the Cline Memory Bank architecture. ### Choose memory-os if… - memory-os is primarily Python; memory-bank-mcp is TypeScript. - Tags unique to memory-os: ai-memory, context-injection, docker, ground-truth. - Also covers AI Agents. - - You are working with Hermes Agent and require a sophisticated memory management solution that operates locally. ## When NOT to use memory-bank-mcp - Avoid usage if your project's primary language is not compatible with or does not benefit from TypeScript, which memory-bank-mcp uses. - If your application framework is incompatible with the Model Context Protocol (MCP) that this tool implements, then it should be avoided as it may cause undue integration challenges. ## When NOT to use memory-os - - If you are looking for a completely cloud-managed service without any local setup or maintenance needs. - - Your use case does not align with Hermes Agent; Memory-OS is specifically designed to complement this agent's functions and won't provide the same benefits when used independently. ## Common questions ### What is the difference between memory-bank-mcp and memory-os? memory-bank-mcp: A Model Context Protocol (MCP) server for remote memory bank management. memory-os: A 7-layer memory operating system for Hermes Agent with persistent memory and context injection. See the comparison table for live GitHub stats and shared categories. ### When should I choose memory-bank-mcp over memory-os? Choose memory-bank-mcp over memory-os when memory-bank-mcp is primarily TypeScript; memory-os is Python; Tags unique to memory-bank-mcp: antrophic, claude, cline, cline-memory-bank; memory-bank-mcp ships Docker support for self-hosted deployment; memory-bank-mcp ships an MCP server manifest; When your application requires a Model Context Protocol (MCP) server that supports remote management of a memory bank, with inspiration from the Cline Memory Bank architecture. ### When should I choose memory-os over memory-bank-mcp? Choose memory-os over memory-bank-mcp when memory-os is primarily Python; memory-bank-mcp is TypeScript; Tags unique to memory-os: ai-memory, context-injection, docker, ground-truth; Also covers AI Agents; - You are working with Hermes Agent and require a sophisticated memory management solution that operates locally. ### When should I avoid memory-bank-mcp? Avoid usage if your project's primary language is not compatible with or does not benefit from TypeScript, which memory-bank-mcp uses. If your application framework is incompatible with the Model Context Protocol (MCP) that this tool implements, then it should be avoided as it may cause undue integration challenges. ### When should I avoid memory-os? - If you are looking for a completely cloud-managed service without any local setup or maintenance needs. - Your use case does not align with Hermes Agent; Memory-OS is specifically designed to complement this agent's functions and won't provide the same benefits when used independently. ### Is memory-bank-mcp or memory-os more popular on GitHub? memory-os has more GitHub stars (1,332 vs 915). Stars measure visibility, not whether either tool fits your constraints. ### Are memory-bank-mcp and memory-os open source? Yes - both are open-source projects on GitHub (memory-bank-mcp: MIT, memory-os: MIT). ### Where can I find alternatives to memory-bank-mcp or memory-os? GraphCanon lists graph-backed alternatives at [memory-bank-mcp alternatives](/tools/alioshr-memory-bank-mcp/alternatives) and [memory-os alternatives](/tools/claudiodrews-memory-os/alternatives) ([memory-bank-mcp markdown twin](/tools/alioshr-memory-bank-mcp/alternatives.md), [memory-os markdown twin](/tools/claudiodrews-memory-os/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/alioshr-memory-bank-mcp-vs-claudiodrews-memory-os.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, memory-bank-mcp or memory-os? memory-bank-mcp: Slowing. memory-os: Steady. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for memory-bank-mcp and memory-os? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [memory-bank-mcp trust report](/tools/alioshr-memory-bank-mcp/trust); [memory-os trust report](/tools/claudiodrews-memory-os/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=alioshr-memory-bank-mcp`](/api/graphcanon/graph?tool=alioshr-memory-bank-mcp) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_