--- title: "atlassian-mcp-server vs ghidra-mcp" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/atlassian-atlassian-mcp-server-vs-bethington-ghidra-mcp" tools: ["atlassian-atlassian-mcp-server", "bethington-ghidra-mcp"] --- # atlassian-mcp-server vs ghidra-mcp *GraphCanon updated Aug 26, 2026* ## Verdict 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; pick ghidra-mcp if ghidra MCP is a plugin and server for AI-assisted binary analysis using Ghidra with more than 200 tools. [atlassian-mcp-server](https://atlassian.com/platform/rovo-mcp) reports 910 GitHub stars, 116 forks, and 71 open issues, last pushed Jul 8, 2026. [ghidra-mcp](https://github.com/bethington/ghidra-mcp) has 3.5k stars, 111 forks, and 26 open issues, last pushed Aug 21, 2026. Figures are from public GitHub metadata via [atlassian-mcp-server's repository](https://github.com/atlassian/atlassian-mcp-server) and [ghidra-mcp's repository](https://github.com/bethington/ghidra-mcp). | | [atlassian-mcp-server](/tools/atlassian-atlassian-mcp-server.md) | [ghidra-mcp](/tools/bethington-ghidra-mcp.md) | | --- | --- | --- | | Tagline | Official MCP server for integrating Atlassian products with AI tools through OAuth and API tokens | Ghidra MCP Server for AI-powered reverse engineering with over 200 tools | | Stars | 910 | 3,472 | | Forks | 116 | 111 | | Open issues | 71 | 26 | | Language | JavaScript | Java | | 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. | Ghidra MCP is a plugin and server for AI-assisted binary analysis using Ghidra with more than 200 tools. | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | Apache-2.0 | | Categories | AI Agents, Developer Tools | Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [atlassian-mcp-server](/tools/atlassian-atlassian-mcp-server.md) | [ghidra-mcp](/tools/bethington-ghidra-mcp.md) | | --- | --- | --- | | Maintenance | Active (82%) | Very active (96%) | | Days since push | 18d | 5d | | Open issues (now) | 71 | 26 | | Stars delta | Unknown | +510 (30d) | | Open issues delta | Unknown | +16 (30d) | | Owner type | Organization | User | | Full report | [trust report](/tools/atlassian-atlassian-mcp-server/trust.md) | [trust report](/tools/bethington-ghidra-mcp/trust.md) | ## 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. ## Decision facts: ghidra-mcp - **Adopt for:** Ghidra MCP is a plugin and server for AI-assisted binary analysis using Ghidra with more than 200 tools. ## Choose when ### Choose atlassian-mcp-server if… - atlassian-mcp-server is primarily JavaScript; ghidra-mcp is Java. - Tags unique to atlassian-mcp-server: atlassian, bitbucket, chatgpt, claude. - Also covers AI Agents. - When needing secure integration of Atlassian apps with AI like ChatGPT or VS Code through modern authentication ### Choose ghidra-mcp if… - ghidra-mcp is primarily Java; atlassian-mcp-server is JavaScript. - Tags unique to ghidra-mcp: binary-analysis, ghidra, ghidra-extension, java. - When working on projects that benefit from integration with over 200 AI-powered reverse engineering tools ## 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 ## When NOT to use ghidra-mcp - When working in environments where less than 200 reverse engineering tools would suffice - If you do not need lazy tool loading or convention enforcement capabilities that Ghidra MCP specifically offers ## Common questions ### What is the difference between atlassian-mcp-server and ghidra-mcp? atlassian-mcp-server: Official MCP server for integrating Atlassian products with AI tools through OAuth and API tokens. ghidra-mcp: Ghidra MCP Server for AI-powered reverse engineering with over 200 tools. See the comparison table for live GitHub stats and shared categories. ### When should I choose atlassian-mcp-server over ghidra-mcp? Choose atlassian-mcp-server over ghidra-mcp when atlassian-mcp-server is primarily JavaScript; ghidra-mcp is Java; Tags unique to atlassian-mcp-server: atlassian, bitbucket, chatgpt, claude; Also covers AI Agents; When needing secure integration of Atlassian apps with AI like ChatGPT or VS Code through modern authentication. ### When should I choose ghidra-mcp over atlassian-mcp-server? Choose ghidra-mcp over atlassian-mcp-server when ghidra-mcp is primarily Java; atlassian-mcp-server is JavaScript; Tags unique to ghidra-mcp: binary-analysis, ghidra, ghidra-extension, java; When working on projects that benefit from integration with over 200 AI-powered reverse engineering tools. ### 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 ### When should I avoid ghidra-mcp? When working in environments where less than 200 reverse engineering tools would suffice If you do not need lazy tool loading or convention enforcement capabilities that Ghidra MCP specifically offers ### Is atlassian-mcp-server or ghidra-mcp more popular on GitHub? ghidra-mcp has more GitHub stars (3,472 vs 910). Stars measure visibility, not whether either tool fits your constraints. ### Are atlassian-mcp-server and ghidra-mcp open source? Yes - both are open-source projects on GitHub (atlassian-mcp-server: Apache-2.0, ghidra-mcp: Apache-2.0). ### Where can I find alternatives to atlassian-mcp-server or ghidra-mcp? GraphCanon lists graph-backed alternatives at [atlassian-mcp-server alternatives](/tools/atlassian-atlassian-mcp-server/alternatives) and [ghidra-mcp alternatives](/tools/bethington-ghidra-mcp/alternatives) ([atlassian-mcp-server markdown twin](/tools/atlassian-atlassian-mcp-server/alternatives.md), [ghidra-mcp markdown twin](/tools/bethington-ghidra-mcp/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/atlassian-atlassian-mcp-server-vs-bethington-ghidra-mcp.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, atlassian-mcp-server or ghidra-mcp? atlassian-mcp-server: Active. ghidra-mcp: 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 atlassian-mcp-server and ghidra-mcp? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [atlassian-mcp-server trust report](/tools/atlassian-atlassian-mcp-server/trust); [ghidra-mcp trust report](/tools/bethington-ghidra-mcp/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=atlassian-atlassian-mcp-server`](/api/graphcanon/graph?tool=atlassian-atlassian-mcp-server) - 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/_