Comparison
atlassian-mcp-server vs dbt-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 dbt-mcp if dbt-mcp offers a specialized MCP server for dbt interaction, supporting data analytics and engineering tasks in Python under the Apache-2.0 license.
Markdown twin · atlassian-mcp-server alternatives · dbt-mcp alternatives
GraphCanon updated 3w
vs
Trust & integrity
| Signal | atlassian-mcp-server | dbt-mcp |
|---|---|---|
| Maintenance | Active (18d since push) As of 3w · github_public_v1 | Very active (2d since push) As of 3w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 3w · github_public_v1 | Not a fork · Organization account As of 3w · 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
- dbt-mcp
- A MCP server for interacting with dbt
Stars
- atlassian-mcp-server
- 910
- dbt-mcp
- 595
Forks
- atlassian-mcp-server
- 116
- dbt-mcp
- 128
Open issues
- atlassian-mcp-server
- 71
- dbt-mcp
- 35
Language
- atlassian-mcp-server
- JavaScript
- dbt-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.
- dbt-mcp
- dbt-mcp offers a specialized MCP server for dbt interaction, supporting data analytics and engineering tasks in Python under the Apache-2.0 license.
Persona
- atlassian-mcp-server
- -
- dbt-mcp
- -
Runtime
- atlassian-mcp-server
- -
- dbt-mcp
- -
License
- atlassian-mcp-server
- Apache-2.0
- dbt-mcp
- dbt-mcp operates under the permissive Apache-2.0 license which allows free use for both commercial and non-commercial purposes.
Last pushed
- atlassian-mcp-server
- Jul 8, 2026
- dbt-mcp
- Jul 24, 2026
Categories
- atlassian-mcp-server
- AI Agents, Developer Tools
- dbt-mcp
- Data & Retrieval
Trust and health
Maintenance
- atlassian-mcp-server
- Active (82%)
- dbt-mcp
- Very active (96%)
Days since push
- atlassian-mcp-server
- 18d
- dbt-mcp
- 2d
Open issues (now)
- atlassian-mcp-server
- 71
- dbt-mcp
- 35
Full report
- atlassian-mcp-server
- Trust report
- dbt-mcp
- Trust report
Choose atlassian-mcp-server if…
- atlassian-mcp-server is primarily JavaScript; dbt-mcp is Python.
- 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 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 dbt-mcp if…
- dbt-mcp is primarily Python; atlassian-mcp-server is JavaScript.
- Pricing: Freely available with no direct cost, ideal for projects without budget constraints but seeking flexibility..
- Requirements: Ensure you have Python and dbt installed to utilize dbt-mcp effectively.; Advanced knowledge of data engineering and analytics best practices is required to make the most out of dbt-mcp's MCP capabilities..
- Tags unique to dbt-mcp: data-analytics, data-engineering, dbt, llm.
- Also covers Data & Retrieval.
- dbt-mcp ships Docker support for self-hosted deployment.
- You are working with dbt and need to implement the Model Context Protocol (MCP) for more precise project management.
When NOT to use dbt-mcp
- If your project does not require interaction through the Model Context Protocol with dbt, opting for a generic data processing tool might be simpler and less resource-intensive.
- When the primary goal is model training or prediction without focusing on dbt workflow management via MCP, alternative tools may serve better.
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 (dbt-labs/dbt-mcp) · observed Jul 27, 2026
- GitHub forks (dbt-labs/dbt-mcp) · observed Jul 27, 2026
- Last push (dbt-labs/dbt-mcp) · observed Jul 24, 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 · dbt-mcp 595 (synced Jul 27, 2026).
Common questions
- What is the difference between atlassian-mcp-server and dbt-mcp?
- atlassian-mcp-server: Official MCP server for integrating Atlassian products with AI tools through OAuth and API tokens. dbt-mcp: A MCP server for interacting with dbt. See the comparison table for live GitHub stats and shared categories.
- When should I choose atlassian-mcp-server over dbt-mcp?
- Choose atlassian-mcp-server over dbt-mcp when atlassian-mcp-server is primarily JavaScript; dbt-mcp is Python; 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 choose dbt-mcp over atlassian-mcp-server?
- Choose dbt-mcp over atlassian-mcp-server when dbt-mcp is primarily Python; atlassian-mcp-server is JavaScript; Pricing: Freely available with no direct cost, ideal for projects without budget constraints but seeking flexibility.; Requirements: Ensure you have Python and dbt installed to utilize dbt-mcp effectively.; Advanced knowledge of data engineering and analytics best practices is required to make the most out of dbt-mcp's MCP capabilities.; Tags unique to dbt-mcp: data-analytics, data-engineering, dbt, llm; Also covers Data & Retrieval; dbt-mcp ships Docker support for self-hosted deployment; You are working with dbt and need to implement the Model Context Protocol (MCP) for more precise project management.
- 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 dbt-mcp?
- If your project does not require interaction through the Model Context Protocol with dbt, opting for a generic data processing tool might be simpler and less resource-intensive. When the primary goal is model training or prediction without focusing on dbt workflow management via MCP, alternative tools may serve better.
- Is atlassian-mcp-server or dbt-mcp more popular on GitHub?
- atlassian-mcp-server has more GitHub stars (910 vs 595). Stars measure visibility, not whether either tool fits your constraints.
- Are atlassian-mcp-server and dbt-mcp open source?
- Yes - both are open-source projects on GitHub (atlassian-mcp-server: Apache-2.0, dbt-mcp: Apache-2.0).
- Where can I find alternatives to atlassian-mcp-server or dbt-mcp?
- GraphCanon lists graph-backed alternatives at atlassian-mcp-server alternatives and dbt-mcp alternatives (atlassian-mcp-server markdown twin, dbt-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 dbt-mcp?
- atlassian-mcp-server: Active. dbt-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 dbt-mcp?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: atlassian-mcp-server trust report; dbt-mcp trust report.