Comparison
open-webui vs MGDebugger
Verdict
Pick open-webui when license: open-webui is Other, MGDebugger is MIT; pick MGDebugger when license: MGDebugger is MIT, open-webui is Other.
Markdown twin · open-webui alternatives · MGDebugger alternatives
GraphCanon updated today
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Trust & integrity
| Signal | open-webui | MGDebugger |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Dormant (370d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Personal account As of today · github_public_v1 |
| Security (OSV) | No MCP manifest As of today · mcp_manifest | 111 low (111 low) As of today · osv@v1 |
Tagline
- open-webui
- User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
- MGDebugger
- Multi-Granularity LLM Debugger [ICSE2026]
Stars
- open-webui
- 145k
- MGDebugger
- 100
Forks
- open-webui
- 21k
- MGDebugger
- 10
Open issues
- open-webui
- 391
- MGDebugger
- 0
Language
- open-webui
- Python
- MGDebugger
- Python
Adopt for
- open-webui
- Suitable for developers working with large language models who require a user-friendly interface and support for multiple APIs including Ollama and OpenAI.
- MGDebugger
- -
Persona
- open-webui
- -
- MGDebugger
- -
Runtime
- open-webui
- -
- MGDebugger
- -
License
- open-webui
- Other
- MGDebugger
- MIT
Last pushed
- open-webui
- Jul 10, 2026
- MGDebugger
- Jul 6, 2025
Categories
- open-webui
- LLM Frameworks, Inference & Serving
- MGDebugger
- LLM Frameworks, Computer Vision, Inference & Serving
Trust and health
Maintenance
- open-webui
- Very active (96%)
- MGDebugger
- Dormant (18%)
Days since push
- open-webui
- 0d
- MGDebugger
- 370d
Open issues (now)
- open-webui
- 391
- MGDebugger
- 0
Owner type
- open-webui
- Organization
- MGDebugger
- User
Security scan
- open-webui
- No MCP manifest
- MGDebugger
- 111 low (111 low)
Full report
- open-webui
- Trust report
- MGDebugger
- Trust report
Choose open-webui if…
- License: open-webui is Other, MGDebugger is MIT.
- Tags unique to open-webui: self-hosted, ai, openai.
- When you need to integrate multiple AI services, such as Ollama and OpenAI, into a unified user interface.
When NOT to use open-webui
- When looking for tooling that exclusively supports APIs other than Ollama and OpenAI, as these are specific areas of focus for open-webui.
- If the requirement is a highly specialized interface tailored to specific tasks rather than a general AI interaction platform.
Choose MGDebugger if…
- License: MGDebugger is MIT, open-webui is Other.
- Tags unique to MGDebugger: automatic-program-repair, programming-languages, debugger, python.
- Also covers Computer Vision.
When NOT to use MGDebugger
- Last GitHub push was 371 days ago (dormant maintenance, Jul 6, 2025). Validate activity before betting a new project on MGDebugger.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (open-webui/open-webui) · observed Jul 11, 2026
- GitHub forks (open-webui/open-webui) · observed Jul 11, 2026
- Last push (open-webui/open-webui) · observed Jul 10, 2026
- License file (Other) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (YerbaPage/MGDebugger) · observed Jul 11, 2026
- GitHub forks (YerbaPage/MGDebugger) · observed Jul 11, 2026
- Last push (YerbaPage/MGDebugger) · observed Jul 6, 2025
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: open-webui 145k · MGDebugger 100 (synced Jul 11, 2026).
Common questions
- What is the difference between open-webui and MGDebugger?
- open-webui: User-friendly AI Interface (Supports Ollama, OpenAI API, ...). MGDebugger: Multi-Granularity LLM Debugger [ICSE2026]. See the comparison table for live GitHub stats and shared categories.
- When should I choose open-webui over MGDebugger?
- Choose open-webui over MGDebugger when License: open-webui is Other, MGDebugger is MIT; Tags unique to open-webui: self-hosted, ai, openai; When you need to integrate multiple AI services, such as Ollama and OpenAI, into a unified user interface.
- When should I choose MGDebugger over open-webui?
- Choose MGDebugger over open-webui when License: MGDebugger is MIT, open-webui is Other; Tags unique to MGDebugger: automatic-program-repair, programming-languages, debugger, python; Also covers Computer Vision.
- When should I avoid open-webui?
- When looking for tooling that exclusively supports APIs other than Ollama and OpenAI, as these are specific areas of focus for open-webui. If the requirement is a highly specialized interface tailored to specific tasks rather than a general AI interaction platform.
- When should I avoid MGDebugger?
- Last GitHub push was 371 days ago (dormant maintenance, Jul 6, 2025). Validate activity before betting a new project on MGDebugger. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
- Is open-webui or MGDebugger more popular on GitHub?
- open-webui has more GitHub stars (145,029 vs 100). Stars measure visibility, not whether either tool fits your constraints.
- Are open-webui and MGDebugger open source?
- Yes - both are open-source projects on GitHub (open-webui: Other, MGDebugger: MIT).
- Where can I find alternatives to open-webui or MGDebugger?
- GraphCanon lists graph-backed alternatives at open-webui alternatives and MGDebugger alternatives (open-webui markdown twin, MGDebugger 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, open-webui or MGDebugger?
- open-webui: Very active. MGDebugger: Dormant. 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 open-webui and MGDebugger?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: open-webui trust report; MGDebugger trust report.