Comparison
atlassian-mcp-server vs gemini-mcp-tool
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 gemini-mcp-tool if gemini-mcp-tool is an MCP server enabling interactions between AI assistants and Google Gemini CLI for file analysis and codebase understanding.
Markdown twin · atlassian-mcp-server alternatives · gemini-mcp-tool alternatives
GraphCanon updated 4w
vs
Trust & integrity
| Signal | atlassian-mcp-server | gemini-mcp-tool |
|---|---|---|
| Maintenance | Active (18d since push) As of 4w · github_public_v1 | Very active (5d since push) As of 1mo · github_public_v1 |
| Provenance | Not a fork · Organization account As of 4w · github_public_v1 | Not a fork · Personal account As of 1mo · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- atlassian-mcp-server
- Official MCP server for integrating Atlassian products with AI tools through OAuth and API tokens
- gemini-mcp-tool
- MCP server for AI assistant interaction with Google Gemini CLI
Stars
- atlassian-mcp-server
- 910
- gemini-mcp-tool
- 2.3k
Forks
- atlassian-mcp-server
- 116
- gemini-mcp-tool
- 198
Open issues
- atlassian-mcp-server
- 71
- gemini-mcp-tool
- 28
Language
- atlassian-mcp-server
- JavaScript
- gemini-mcp-tool
- TypeScript
Adopt for
- atlassian-mcp-server
- 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.
- gemini-mcp-tool
- gemini-mcp-tool is an MCP server enabling interactions between AI assistants and Google Gemini CLI for file analysis and codebase understanding.
Persona
- atlassian-mcp-server
- -
- gemini-mcp-tool
- -
Runtime
- atlassian-mcp-server
- -
- gemini-mcp-tool
- -
License
- atlassian-mcp-server
- Apache-2.0
- gemini-mcp-tool
- Other
Last pushed
- atlassian-mcp-server
- Jul 8, 2026
- gemini-mcp-tool
- Jul 21, 2026
Categories
- atlassian-mcp-server
- AI Agents, Developer Tools
- gemini-mcp-tool
- AI Agents, Developer Tools
Trust and health
Maintenance
- atlassian-mcp-server
- Active (82%)
- gemini-mcp-tool
- Very active (96%)
Days since push
- atlassian-mcp-server
- 18d
- gemini-mcp-tool
- 5d
Open issues (now)
- atlassian-mcp-server
- 71
- gemini-mcp-tool
- 28
Owner type
- atlassian-mcp-server
- Organization
- gemini-mcp-tool
- User
Full report
- atlassian-mcp-server
- Trust report
- gemini-mcp-tool
- Trust report
Choose atlassian-mcp-server if…
- atlassian-mcp-server is primarily JavaScript; gemini-mcp-tool is TypeScript.
- License: atlassian-mcp-server is Apache-2.0, gemini-mcp-tool is Other.
- Tags unique to atlassian-mcp-server: ai, atlassian, bitbucket, chatgpt.
- When needing secure integration of Atlassian apps with AI like ChatGPT or VS Code through modern authentication
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
Choose gemini-mcp-tool if…
- gemini-mcp-tool is primarily TypeScript; atlassian-mcp-server is JavaScript.
- License: gemini-mcp-tool is Other, atlassian-mcp-server is Apache-2.0.
- Tags unique to gemini-mcp-tool: ai-assistants, code-analysis, file-analysis, google-gemini-cli.
- gemini-mcp-tool ships an MCP server manifest.
- Use gemini-mcp-tool when you need to leverage the large-scale token window of Google Gemini for deep analysis on complex codebases or large files.
When NOT to use gemini-mcp-tool
- Avoid using gemini-mcp-tool if you are working within a restricted token window as it specializes in exploiting Gemini’s large token capacity.
- Do not use this tool for basic or small-scale code analysis tasks that do not require the scale and depth of Google Gemini's capabilities.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (atlassian/atlassian-mcp-server) · observed Jul 27, 2026
- GitHub forks (atlassian/atlassian-mcp-server) · observed Jul 27, 2026
- Last push (atlassian/atlassian-mcp-server) · observed Jul 8, 2026
- License file (Apache-2.0) · observed Jul 27, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (jamubc/gemini-mcp-tool) · observed Jul 27, 2026
- GitHub forks (jamubc/gemini-mcp-tool) · observed Jul 27, 2026
- Last push (jamubc/gemini-mcp-tool) · observed Jul 21, 2026
- License file (Other) · observed Jul 27, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: atlassian-mcp-server 910 · gemini-mcp-tool 2.3k (synced Jul 27, 2026).
Common questions
- What is the difference between atlassian-mcp-server and gemini-mcp-tool?
- atlassian-mcp-server: Official MCP server for integrating Atlassian products with AI tools through OAuth and API tokens. gemini-mcp-tool: MCP server for AI assistant interaction with Google Gemini CLI. See the comparison table for live GitHub stats and shared categories.
- When should I choose atlassian-mcp-server over gemini-mcp-tool?
- Choose atlassian-mcp-server over gemini-mcp-tool when atlassian-mcp-server is primarily JavaScript; gemini-mcp-tool is TypeScript; License: atlassian-mcp-server is Apache-2.0, gemini-mcp-tool is Other; Tags unique to atlassian-mcp-server: ai, atlassian, bitbucket, chatgpt; When needing secure integration of Atlassian apps with AI like ChatGPT or VS Code through modern authentication.
- When should I choose gemini-mcp-tool over atlassian-mcp-server?
- Choose gemini-mcp-tool over atlassian-mcp-server when gemini-mcp-tool is primarily TypeScript; atlassian-mcp-server is JavaScript; License: gemini-mcp-tool is Other, atlassian-mcp-server is Apache-2.0; Tags unique to gemini-mcp-tool: ai-assistants, code-analysis, file-analysis, google-gemini-cli; gemini-mcp-tool ships an MCP server manifest; Use gemini-mcp-tool when you need to leverage the large-scale token window of Google Gemini for deep analysis on complex codebases or large files.
- 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 gemini-mcp-tool?
- Avoid using gemini-mcp-tool if you are working within a restricted token window as it specializes in exploiting Gemini’s large token capacity. Do not use this tool for basic or small-scale code analysis tasks that do not require the scale and depth of Google Gemini's capabilities.
- Is atlassian-mcp-server or gemini-mcp-tool more popular on GitHub?
- gemini-mcp-tool has more GitHub stars (2,264 vs 910). Stars measure visibility, not whether either tool fits your constraints.
- Are atlassian-mcp-server and gemini-mcp-tool open source?
- Yes - both are open-source projects on GitHub (atlassian-mcp-server: Apache-2.0, gemini-mcp-tool: Other).
- Where can I find alternatives to atlassian-mcp-server or gemini-mcp-tool?
- GraphCanon lists graph-backed alternatives at atlassian-mcp-server alternatives and gemini-mcp-tool alternatives (atlassian-mcp-server markdown twin, gemini-mcp-tool markdown twin), 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 mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, atlassian-mcp-server or gemini-mcp-tool?
- atlassian-mcp-server: Active. gemini-mcp-tool: 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 gemini-mcp-tool?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: atlassian-mcp-server trust report; gemini-mcp-tool trust report.