--- title: "memory-bank-mcp vs atlassian-mcp-server" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/alioshr-memory-bank-mcp-vs-atlassian-atlassian-mcp-server" tools: ["alioshr-memory-bank-mcp", "atlassian-atlassian-mcp-server"] --- # memory-bank-mcp vs atlassian-mcp-server *GraphCanon updated Jul 27, 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 atlassian-mcp-server if the atlassian-mcp-server is an official repository designed to bridge Atlassian products including Jira, Confluence, and Bitbucket with AI tools via the Model Context Protocol using OAuth 2.1 or API tokens. [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. [atlassian-mcp-server](https://atlassian.com/platform/rovo-mcp) has 910 stars, 116 forks, and 71 open issues, last pushed Jul 8, 2026. Figures are from public GitHub metadata via [memory-bank-mcp's repository](https://github.com/alioshr/memory-bank-mcp) and [atlassian-mcp-server's repository](https://github.com/atlassian/atlassian-mcp-server). | | [memory-bank-mcp](/tools/alioshr-memory-bank-mcp.md) | [atlassian-mcp-server](/tools/atlassian-atlassian-mcp-server.md) | | --- | --- | --- | | Tagline | A Model Context Protocol (MCP) server for remote memory bank management | Official MCP server for integrating Atlassian products with AI tools through OAuth and API tokens | | Stars | 915 | 910 | | Forks | 84 | 116 | | Open issues | 17 | 71 | | Language | TypeScript | JavaScript | | Adopt for | memory-bank-mcp is an MCP server implementation enabling remote memory bank management inspired by Cline Memory Bank. | The atlassian-mcp-server is an official repository designed to bridge Atlassian products including Jira, Confluence, and Bitbucket with AI tools via the Model Context Protocol using OAuth 2.1 or API tokens. | | Persona | - | - | | Runtime | - | - | | License | MIT | Apache-2.0 | | Categories | Vector Databases | AI Agents, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [memory-bank-mcp](/tools/alioshr-memory-bank-mcp.md) | [atlassian-mcp-server](/tools/atlassian-atlassian-mcp-server.md) | | --- | --- | --- | | Maintenance | Slowing (36%) | Active (82%) | | Days since push | 340d | 18d | | Open issues (now) | 17 | 71 | | Owner type | User | Organization | | Full report | [trust report](/tools/alioshr-memory-bank-mcp/trust.md) | [trust report](/tools/atlassian-atlassian-mcp-server/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: atlassian-mcp-server - **Adopt for:** The atlassian-mcp-server is an official repository designed to bridge Atlassian products including Jira, Confluence, and Bitbucket with AI tools via the Model Context Protocol using OAuth 2.1 or API tokens. ## Choose when ### Choose memory-bank-mcp if… - memory-bank-mcp is primarily TypeScript; atlassian-mcp-server is JavaScript. - License: memory-bank-mcp is MIT, atlassian-mcp-server is Apache-2.0. - Tags unique to memory-bank-mcp: antrophic, cline, cline-memory-bank, cursor. - Also covers Vector Databases. - 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 atlassian-mcp-server if… - atlassian-mcp-server is primarily JavaScript; memory-bank-mcp is TypeScript. - License: atlassian-mcp-server is Apache-2.0, memory-bank-mcp is MIT. - Tags unique to atlassian-mcp-server: ai, atlassian, bitbucket, chatgpt. - Also covers AI Agents, Developer Tools. - When needing secure integration of Atlassian apps with AI like ChatGPT or VS Code through modern authentication ## 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 atlassian-mcp-server - If only generic third-party integrations without official Atlassian support are required - For environments that do not allow OAuth 2.1 or API token-based authentication methods ## Common questions ### What is the difference between memory-bank-mcp and atlassian-mcp-server? memory-bank-mcp: A Model Context Protocol (MCP) server for remote memory bank management. atlassian-mcp-server: Official MCP server for integrating Atlassian products with AI tools through OAuth and API tokens. See the comparison table for live GitHub stats and shared categories. ### When should I choose memory-bank-mcp over atlassian-mcp-server? Choose memory-bank-mcp over atlassian-mcp-server when memory-bank-mcp is primarily TypeScript; atlassian-mcp-server is JavaScript; License: memory-bank-mcp is MIT, atlassian-mcp-server is Apache-2.0; Tags unique to memory-bank-mcp: antrophic, cline, cline-memory-bank, cursor; Also covers Vector Databases; 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 atlassian-mcp-server over memory-bank-mcp? Choose atlassian-mcp-server over memory-bank-mcp when atlassian-mcp-server is primarily JavaScript; memory-bank-mcp is TypeScript; License: atlassian-mcp-server is Apache-2.0, memory-bank-mcp is MIT; Tags unique to atlassian-mcp-server: ai, atlassian, bitbucket, chatgpt; Also covers AI Agents, Developer Tools; When needing secure integration of Atlassian apps with AI like ChatGPT or VS Code through modern authentication. ### 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 atlassian-mcp-server? If only generic third-party integrations without official Atlassian support are required For environments that do not allow OAuth 2.1 or API token-based authentication methods ### Is memory-bank-mcp or atlassian-mcp-server more popular on GitHub? memory-bank-mcp has more GitHub stars (915 vs 910). Stars measure visibility, not whether either tool fits your constraints. ### Are memory-bank-mcp and atlassian-mcp-server open source? Yes - both are open-source projects on GitHub (memory-bank-mcp: MIT, atlassian-mcp-server: Apache-2.0). ### Where can I find alternatives to memory-bank-mcp or atlassian-mcp-server? GraphCanon lists graph-backed alternatives at [memory-bank-mcp alternatives](/tools/alioshr-memory-bank-mcp/alternatives) and [atlassian-mcp-server alternatives](/tools/atlassian-atlassian-mcp-server/alternatives) ([memory-bank-mcp markdown twin](/tools/alioshr-memory-bank-mcp/alternatives.md), [atlassian-mcp-server markdown twin](/tools/atlassian-atlassian-mcp-server/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-atlassian-atlassian-mcp-server.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 atlassian-mcp-server? memory-bank-mcp: Slowing. atlassian-mcp-server: 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 atlassian-mcp-server? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [memory-bank-mcp trust report](/tools/alioshr-memory-bank-mcp/trust); [atlassian-mcp-server trust report](/tools/atlassian-atlassian-mcp-server/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/_