--- title: "memory-bank-mcp vs mempalace" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/alioshr-memory-bank-mcp-vs-mempalace-mempalace" tools: ["alioshr-memory-bank-mcp", "mempalace-mempalace"] --- # memory-bank-mcp vs mempalace *GraphCanon updated Oct 4, 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 mempalace if mempalace is an open-source AI memory system that leverages ChromaDB as its default vector-store backend, supporting Python 3.9+ and offering both local and server-based embedding options. [memory-bank-mcp](https://www.npmjs.com/package/@allpepper/memory-bank-mcp) reports 922 GitHub stars, 88 forks, and 18 open issues, last pushed Aug 20, 2025. [mempalace](http://mempalaceofficial.com/) has 59k stars, 7.6k forks, and 735 open issues, last pushed Sep 18, 2026. Figures are from public GitHub metadata via [memory-bank-mcp's repository](https://github.com/alioshr/memory-bank-mcp) and [mempalace's repository](https://github.com/MemPalace/mempalace). | | [memory-bank-mcp](/tools/alioshr-memory-bank-mcp.md) | [mempalace](/tools/mempalace-mempalace.md) | | --- | --- | --- | | Tagline | A Model Context Protocol (MCP) server for remote memory bank management | The best-benchmarked open-source AI memory system | | Stars | 922 | 59,143 | | Forks | 88 | 7,565 | | Open issues | 18 | 735 | | Language | TypeScript | Python | | Adopt for | memory-bank-mcp is an MCP server implementation enabling remote memory bank management inspired by Cline Memory Bank. | mempalace is an open-source AI memory system that leverages ChromaDB as its default vector-store backend, supporting Python 3.9+ and offering both local and server-based embedding options. | | Persona | - | - | | Runtime | - | - | | License | MIT | MIT | | Categories | Vector Databases | Data & Retrieval, Vector Databases | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [memory-bank-mcp](/tools/alioshr-memory-bank-mcp.md) | [mempalace](/tools/mempalace-mempalace.md) | | --- | --- | --- | | Maintenance | Dormant (18%) | Very active (96%) | | Days since push | 395d | 0d | | Open issues (now) | 18 | 735 | | Stars delta | +7 (30d) | +743 (30d) | | Open issues delta | +1 (30d) | +31 (30d) | | Owner type | User | Organization | | Full report | [trust report](/tools/alioshr-memory-bank-mcp/trust.md) | [trust report](/tools/mempalace-mempalace/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: mempalace - **Adopt for:** mempalace is an open-source AI memory system that leverages ChromaDB as its default vector-store backend, supporting Python 3.9+ and offering both local and server-based embedding options. ## Choose when ### Choose memory-bank-mcp if… - memory-bank-mcp is primarily TypeScript; mempalace is Python. - Tags unique to memory-bank-mcp: antrophic, claude, cline, cline-memory-bank. - 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 mempalace if… - mempalace is primarily Python; memory-bank-mcp is TypeScript. - Tags unique to mempalace: ai, chromadb, embedding, llm. - Also covers Data & Retrieval. - When you need a benchmarked open-source AI memory system that supports a wide range of languages through the embeddinggemma-300m model. ## 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 mempalace - If you are working in an environment where Python 3.9+ is not available, as mempalace requires this version or higher. - When you need a system that does not require at least 300 MB of disk space for the embedding model, as mempalace requires this minimum space for its recommended multilingual model. ## Common questions ### What is the difference between memory-bank-mcp and mempalace? memory-bank-mcp: A Model Context Protocol (MCP) server for remote memory bank management. mempalace: The best-benchmarked open-source AI memory system. See the comparison table for live GitHub stats and shared categories. ### When should I choose memory-bank-mcp over mempalace? Choose memory-bank-mcp over mempalace when memory-bank-mcp is primarily TypeScript; mempalace is Python; Tags unique to memory-bank-mcp: antrophic, claude, cline, cline-memory-bank; 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 mempalace over memory-bank-mcp? Choose mempalace over memory-bank-mcp when mempalace is primarily Python; memory-bank-mcp is TypeScript; Tags unique to mempalace: ai, chromadb, embedding, llm; Also covers Data & Retrieval; When you need a benchmarked open-source AI memory system that supports a wide range of languages through the embeddinggemma-300m model. ### 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 mempalace? If you are working in an environment where Python 3.9+ is not available, as mempalace requires this version or higher. When you need a system that does not require at least 300 MB of disk space for the embedding model, as mempalace requires this minimum space for its recommended multilingual model. ### Is memory-bank-mcp or mempalace more popular on GitHub? mempalace has more GitHub stars (59,143 vs 922). Stars measure visibility, not whether either tool fits your constraints. ### Are memory-bank-mcp and mempalace open source? Yes - both are open-source projects on GitHub (memory-bank-mcp: MIT, mempalace: MIT). ### Where can I find alternatives to memory-bank-mcp or mempalace? GraphCanon lists graph-backed alternatives at [memory-bank-mcp alternatives](/tools/alioshr-memory-bank-mcp/alternatives) and [mempalace alternatives](/tools/mempalace-mempalace/alternatives) ([memory-bank-mcp markdown twin](/tools/alioshr-memory-bank-mcp/alternatives.md), [mempalace markdown twin](/tools/mempalace-mempalace/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-mempalace-mempalace.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 mempalace? memory-bank-mcp: Dormant. mempalace: Very active. 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 mempalace? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [memory-bank-mcp trust report](/tools/alioshr-memory-bank-mcp/trust); [mempalace trust report](/tools/mempalace-mempalace/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/_