Comparison
atlassian-mcp-server vs browser-use
Verdict
Pick atlassian-mcp-server when atlassian-mcp-server is primarily JavaScript; browser-use is Python; pick browser-use when browser-use is primarily Python; atlassian-mcp-server is JavaScript.
Markdown twin · atlassian-mcp-server alternatives · browser-use alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | atlassian-mcp-server | browser-use |
|---|---|---|
| Maintenance | Very active (2d since push) As of today · github_public_v1 | Very active (0d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| Security (OSV) | No MCP manifest As of today · mcp_manifest | No lockfile As of today · none |
Tagline
- atlassian-mcp-server
- Official remote MCP server for Atlassian. Securely connect Jira, Confluence, Jira Service Management, Bitbucket, and Compass to Claude, ChatGPT, Cursor, VS Code, and other AI tools using OAuth 2.1 or
- browser-use
- Make websites accessible for AI agents. Automate tasks online with ease.
Stars
- atlassian-mcp-server
- 848
- browser-use
- 104k
Forks
- atlassian-mcp-server
- 108
- browser-use
- 11k
Open issues
- atlassian-mcp-server
- 66
- browser-use
- 296
Language
- atlassian-mcp-server
- JavaScript
- browser-use
- Python
Adopt for
- atlassian-mcp-server
- -
- browser-use
- browser-use is a Python-based toolset that facilitates web task automation and enhances website interaction accessibility for AI agents using browser automation techniques.
Persona
- atlassian-mcp-server
- -
- browser-use
- -
Runtime
- atlassian-mcp-server
- -
- browser-use
- -
License
- atlassian-mcp-server
- Apache-2.0
- browser-use
- The MIT License provides great flexibility and permissiveness for both open-source and proprietary software projects.
Last pushed
- atlassian-mcp-server
- Jul 8, 2026
- browser-use
- Jul 11, 2026
Categories
- atlassian-mcp-server
- AI Agents, LLM Frameworks, Developer Tools
- browser-use
- AI Agents, Developer Tools
Trust and health
Days since push
- atlassian-mcp-server
- 2d
- browser-use
- 0d
Open issues (now)
- atlassian-mcp-server
- 66
- browser-use
- 296
Security scan
- atlassian-mcp-server
- No MCP manifest
- browser-use
- No lockfile
Full report
- atlassian-mcp-server
- Trust report
- browser-use
- Trust report
Choose atlassian-mcp-server if…
- atlassian-mcp-server is primarily JavaScript; browser-use is Python.
- License: atlassian-mcp-server is Apache-2.0, browser-use is MIT.
- Tags unique to atlassian-mcp-server: ai, atlassian, confluence, chatgpt.
- Also covers LLM Frameworks.
When NOT to use atlassian-mcp-server
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
Choose browser-use if…
- browser-use is primarily Python; atlassian-mcp-server is JavaScript.
- License: browser-use is MIT, atlassian-mcp-server is Apache-2.0.
- Pricing: This tool is provided under the MIT license which means you can use it freely but there are no guarantees or formal support unless included in separate agreements..
- Requirements: Min 2 GB RAM; Requires Docker; Playwright installation and configuration needed for full functionality..
- Tags unique to browser-use: llm, python, browser-automation, playwright.
- When you need to automate interactions with websites in a straightforward manner, especially if your use case already leverages Playwright under the hood.
When NOT to use browser-use
- Avoid using browser-use if your automation workflow requires features that are exclusive to a different framework or library, such as specific functionalities only available in Selenium, as browseruse
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 11, 2026
- GitHub forks (atlassian/atlassian-mcp-server) · observed Jul 11, 2026
- Last push (atlassian/atlassian-mcp-server) · observed Jul 8, 2026
- License file (Apache-2.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (browser-use/browser-use) · observed Jul 11, 2026
- GitHub forks (browser-use/browser-use) · observed Jul 11, 2026
- Last push (browser-use/browser-use) · observed Jul 11, 2026
- License file (MIT) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: atlassian-mcp-server 848 · browser-use 104k (synced Jul 11, 2026).
Common questions
- What is the difference between atlassian-mcp-server and browser-use?
- atlassian-mcp-server: Official remote MCP server for Atlassian. Securely connect Jira, Confluence, Jira Service Management, Bitbucket, and Compass to Claude, ChatGPT, Cursor, VS Code, and other AI tools using OAuth 2.1 or . browser-use: Make websites accessible for AI agents. Automate tasks online with ease.. See the comparison table for live GitHub stats and shared categories.
- When should I choose atlassian-mcp-server over browser-use?
- Choose atlassian-mcp-server over browser-use when atlassian-mcp-server is primarily JavaScript; browser-use is Python; License: atlassian-mcp-server is Apache-2.0, browser-use is MIT; Tags unique to atlassian-mcp-server: ai, atlassian, confluence, chatgpt; Also covers LLM Frameworks.
- When should I choose browser-use over atlassian-mcp-server?
- Choose browser-use over atlassian-mcp-server when browser-use is primarily Python; atlassian-mcp-server is JavaScript; License: browser-use is MIT, atlassian-mcp-server is Apache-2.0; Pricing: This tool is provided under the MIT license which means you can use it freely but there are no guarantees or formal support unless included in separate agreements.; Requirements: Min 2 GB RAM; Requires Docker; Playwright installation and configuration needed for full functionality.; Tags unique to browser-use: llm, python, browser-automation, playwright; When you need to automate interactions with websites in a straightforward manner, especially if your use case already leverages Playwright under the hood.
- When should I avoid atlassian-mcp-server?
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- When should I avoid browser-use?
- Avoid using browser-use if your automation workflow requires features that are exclusive to a different framework or library, such as specific functionalities only available in Selenium, as browseruse
- Is atlassian-mcp-server or browser-use more popular on GitHub?
- browser-use has more GitHub stars (104,191 vs 848). Stars measure visibility, not whether either tool fits your constraints.
- Are atlassian-mcp-server and browser-use open source?
- Yes - both are open-source projects on GitHub (atlassian-mcp-server: Apache-2.0, browser-use: MIT).
- Where can I find alternatives to atlassian-mcp-server or browser-use?
- GraphCanon lists graph-backed alternatives at atlassian-mcp-server alternatives and browser-use alternatives (atlassian-mcp-server markdown twin, browser-use 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 browser-use?
- atlassian-mcp-server: Very active. browser-use: 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 browser-use?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: atlassian-mcp-server trust report; browser-use trust report.