Comparison
atlassian-mcp-server vs repoprompt-ce
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 repoprompt-ce if repoprompt-ce is an open-source Swift-based macOS app designed to support AI coding agents through context engineering features and integration with MCP CLI, suitable for.
Markdown twin · atlassian-mcp-server alternatives · repoprompt-ce alternatives
GraphCanon updated 4w
vs
Trust & integrity
| Signal | atlassian-mcp-server | repoprompt-ce |
|---|---|---|
| Maintenance | Active (18d since push) As of 4w · github_public_v1 | Very active (0d since push) As of 4w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 4w · github_public_v1 | Not a fork · Organization account As of 4w · 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
- repoprompt-ce
- A native macOS app for AI coding agents with MCP CLI, aiding prompt engineering and context management
Stars
- atlassian-mcp-server
- 910
- repoprompt-ce
- 834
Forks
- atlassian-mcp-server
- 116
- repoprompt-ce
- 109
Open issues
- atlassian-mcp-server
- 71
- repoprompt-ce
- 176
Language
- atlassian-mcp-server
- JavaScript
- repoprompt-ce
- Swift
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.
- repoprompt-ce
- repoprompt-ce is an open-source Swift-based macOS app designed to support AI coding agents through context engineering features and integration with MCP CLI, suitable for developers working on the macOS platform.
Persona
- atlassian-mcp-server
- -
- repoprompt-ce
- -
Runtime
- atlassian-mcp-server
- -
- repoprompt-ce
- -
License
- atlassian-mcp-server
- Apache-2.0
- repoprompt-ce
- Apache-2.0
Last pushed
- atlassian-mcp-server
- Jul 8, 2026
- repoprompt-ce
- Jul 27, 2026
Categories
- atlassian-mcp-server
- AI Agents, Developer Tools
- repoprompt-ce
- AI Agents, Developer Tools
Trust and health
Maintenance
- atlassian-mcp-server
- Active (82%)
- repoprompt-ce
- Very active (96%)
Days since push
- atlassian-mcp-server
- 18d
- repoprompt-ce
- 0d
Open issues (now)
- atlassian-mcp-server
- 71
- repoprompt-ce
- 176
Full report
- atlassian-mcp-server
- Trust report
- repoprompt-ce
- Trust report
Choose atlassian-mcp-server if…
- atlassian-mcp-server is primarily JavaScript; repoprompt-ce is Swift.
- 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 repoprompt-ce if…
- repoprompt-ce is primarily Swift; atlassian-mcp-server is JavaScript.
- Tags unique to repoprompt-ce: ai-agents, coding-agents, context-engineering, macos.
- You need a tool that integrates well with the macOS environment
When NOT to use repoprompt-ce
- Your development does not involve work on the macOS platform
- The necessity for an open-source option is outweighed by other proprietary features you require
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 (repoprompt/repoprompt-ce) · observed Jul 27, 2026
- GitHub forks (repoprompt/repoprompt-ce) · observed Jul 27, 2026
- Last push (repoprompt/repoprompt-ce) · observed Jul 27, 2026
- License file (Apache-2.0) · 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 · repoprompt-ce 834 (synced Jul 27, 2026).
Common questions
- What is the difference between atlassian-mcp-server and repoprompt-ce?
- atlassian-mcp-server: Official MCP server for integrating Atlassian products with AI tools through OAuth and API tokens. repoprompt-ce: A native macOS app for AI coding agents with MCP CLI, aiding prompt engineering and context management. See the comparison table for live GitHub stats and shared categories.
- When should I choose atlassian-mcp-server over repoprompt-ce?
- Choose atlassian-mcp-server over repoprompt-ce when atlassian-mcp-server is primarily JavaScript; repoprompt-ce is Swift; 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 repoprompt-ce over atlassian-mcp-server?
- Choose repoprompt-ce over atlassian-mcp-server when repoprompt-ce is primarily Swift; atlassian-mcp-server is JavaScript; Tags unique to repoprompt-ce: ai-agents, coding-agents, context-engineering, macos; You need a tool that integrates well with the macOS environment.
- 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 repoprompt-ce?
- Your development does not involve work on the macOS platform The necessity for an open-source option is outweighed by other proprietary features you require
- Is atlassian-mcp-server or repoprompt-ce more popular on GitHub?
- atlassian-mcp-server has more GitHub stars (910 vs 834). Stars measure visibility, not whether either tool fits your constraints.
- Are atlassian-mcp-server and repoprompt-ce open source?
- Yes - both are open-source projects on GitHub (atlassian-mcp-server: Apache-2.0, repoprompt-ce: Apache-2.0).
- Where can I find alternatives to atlassian-mcp-server or repoprompt-ce?
- GraphCanon lists graph-backed alternatives at atlassian-mcp-server alternatives and repoprompt-ce alternatives (atlassian-mcp-server markdown twin, repoprompt-ce 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 repoprompt-ce?
- atlassian-mcp-server: Active. repoprompt-ce: 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 repoprompt-ce?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: atlassian-mcp-server trust report; repoprompt-ce trust report.