Comparison
atlassian-mcp-server vs fastapi_mcp
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 fastapi_mcp if fastapi_mcp enables FastAPI applications to integrate with MCP and includes authentication support.
Markdown twin · atlassian-mcp-server alternatives · fastapi_mcp alternatives
GraphCanon updated 4w
vs
Trust & integrity
| Signal | atlassian-mcp-server | fastapi_mcp |
|---|---|---|
| Maintenance | Active (18d since push) As of 4w · github_public_v1 | Slowing (243d since push) As of 1mo · github_public_v1 |
| Provenance | Not a fork · Organization account As of 4w · github_public_v1 | Not a fork · Organization 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
- fastapi_mcp
- Expose FastAPI endpoints as MCP tools with authentication
Stars
- atlassian-mcp-server
- 910
- fastapi_mcp
- 12k
Forks
- atlassian-mcp-server
- 116
- fastapi_mcp
- 951
Open issues
- atlassian-mcp-server
- 71
- fastapi_mcp
- 158
Language
- atlassian-mcp-server
- JavaScript
- fastapi_mcp
- Python
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.
- fastapi_mcp
- fastapi_mcp enables FastAPI applications to integrate with MCP and includes authentication support.
Persona
- atlassian-mcp-server
- -
- fastapi_mcp
- -
Runtime
- atlassian-mcp-server
- -
- fastapi_mcp
- -
License
- atlassian-mcp-server
- Apache-2.0
- fastapi_mcp
- The MIT License grants permissive use rights without substantial obligations of any sort.
Last pushed
- atlassian-mcp-server
- Jul 8, 2026
- fastapi_mcp
- Nov 24, 2025
Categories
- atlassian-mcp-server
- AI Agents, Developer Tools
- fastapi_mcp
- LLM Frameworks
Trust and health
Maintenance
- atlassian-mcp-server
- Active (82%)
- fastapi_mcp
- Slowing (36%)
Days since push
- atlassian-mcp-server
- 18d
- fastapi_mcp
- 243d
Open issues (now)
- atlassian-mcp-server
- 71
- fastapi_mcp
- 158
Full report
- atlassian-mcp-server
- Trust report
- fastapi_mcp
- Trust report
Choose atlassian-mcp-server if…
- atlassian-mcp-server is primarily JavaScript; fastapi_mcp is Python.
- License: atlassian-mcp-server is Apache-2.0, fastapi_mcp is MIT.
- Tags unique to atlassian-mcp-server: atlassian, bitbucket, chatgpt, compass.
- 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 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 fastapi_mcp if…
- fastapi_mcp is primarily Python; atlassian-mcp-server is JavaScript.
- License: fastapi_mcp is MIT, atlassian-mcp-server is Apache-2.0.
- Tags unique to fastapi_mcp: authentication, authorization, cursor, fastapi.
- Also covers LLM Frameworks.
- When you need to expose FastAPI application endpoints following the Model Context Protocol (MCP) guidelines.
When NOT to use fastapi_mcp
- If your project strictly uses non-Python languages or frameworks that are not compatible with FastAPI and do not require integration with the Model Context Protocol (MCP).
- When you seek broader support outside MCP protocol, as this tool confines its utility specifically to applications needing MCP compatibility.
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 (tadata-org/fastapi_mcp) · observed Jul 26, 2026
- GitHub forks (tadata-org/fastapi_mcp) · observed Jul 26, 2026
- Last push (tadata-org/fastapi_mcp) · observed Nov 24, 2025
- License file (MIT) · observed Jul 26, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 26, 2026
GitHub stars on cards: atlassian-mcp-server 910 · fastapi_mcp 12k (synced Jul 27, 2026).
Common questions
- What is the difference between atlassian-mcp-server and fastapi_mcp?
- atlassian-mcp-server: Official MCP server for integrating Atlassian products with AI tools through OAuth and API tokens. fastapi_mcp: Expose FastAPI endpoints as MCP tools with authentication. See the comparison table for live GitHub stats and shared categories.
- When should I choose atlassian-mcp-server over fastapi_mcp?
- Choose atlassian-mcp-server over fastapi_mcp when atlassian-mcp-server is primarily JavaScript; fastapi_mcp is Python; License: atlassian-mcp-server is Apache-2.0, fastapi_mcp is MIT; Tags unique to atlassian-mcp-server: atlassian, bitbucket, chatgpt, compass; 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 choose fastapi_mcp over atlassian-mcp-server?
- Choose fastapi_mcp over atlassian-mcp-server when fastapi_mcp is primarily Python; atlassian-mcp-server is JavaScript; License: fastapi_mcp is MIT, atlassian-mcp-server is Apache-2.0; Tags unique to fastapi_mcp: authentication, authorization, cursor, fastapi; Also covers LLM Frameworks; When you need to expose FastAPI application endpoints following the Model Context Protocol (MCP) guidelines.
- 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 fastapi_mcp?
- If your project strictly uses non-Python languages or frameworks that are not compatible with FastAPI and do not require integration with the Model Context Protocol (MCP). When you seek broader support outside MCP protocol, as this tool confines its utility specifically to applications needing MCP compatibility.
- Is atlassian-mcp-server or fastapi_mcp more popular on GitHub?
- fastapi_mcp has more GitHub stars (11,956 vs 910). Stars measure visibility, not whether either tool fits your constraints.
- Are atlassian-mcp-server and fastapi_mcp open source?
- Yes - both are open-source projects on GitHub (atlassian-mcp-server: Apache-2.0, fastapi_mcp: MIT).
- Where can I find alternatives to atlassian-mcp-server or fastapi_mcp?
- GraphCanon lists graph-backed alternatives at atlassian-mcp-server alternatives and fastapi_mcp alternatives (atlassian-mcp-server markdown twin, fastapi_mcp 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 fastapi_mcp?
- atlassian-mcp-server: Active. fastapi_mcp: Slowing. 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 fastapi_mcp?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: atlassian-mcp-server trust report; fastapi_mcp trust report.