Comparison
loonflow vs autoflow
Verdict
Pick loonflow if loonflow is an intelligent and visual process automation system that supports ticketing systems and MCP through workflow management capabilities. It operates with TypeScript under the AGPL-3.0 license; pick autoflow if pingcap/autoflow leverages Graph RAG technology and TiDB Serverless Vector Storage, making it a specialized choice for building conversational knowledge bases in TypeScript.
Markdown twin · loonflow alternatives · autoflow alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | loonflow | autoflow |
|---|---|---|
| Maintenance | Steady (50d since push) As of today · github_public_v1 | Steady (74d since push) As of 4d · github_public_v1 |
| Provenance | Not a fork · Personal account As of today · github_public_v1 | Not a fork · Organization account As of 4d · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of today · osv@v1 | No lockfile (source not queried) As of 4d · 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
- loonflow
- An intelligent and visual process automation system.
- autoflow
- Graph RAG based conversational knowledge base tool using TiDB Serverless Vector Storage
Stars
- loonflow
- 2.1k
- autoflow
- 2.8k
Forks
- loonflow
- 706
- autoflow
- 178
Open issues
- loonflow
- 20
- autoflow
- 75
Language
- loonflow
- TypeScript
- autoflow
- TypeScript
Adopt for
- loonflow
- Loonflow is an intelligent and visual process automation system that supports ticketing systems and MCP through workflow management capabilities. It operates with TypeScript under the AGPL-3.0 license.
- autoflow
- pingcap/autoflow leverages Graph RAG technology and TiDB Serverless Vector Storage, making it a specialized choice for building conversational knowledge bases in TypeScript.
Persona
- loonflow
- -
- autoflow
- -
Runtime
- loonflow
- -
- autoflow
- -
License
- loonflow
- AGPL-3.0
- autoflow
- Apache-2.0
Last pushed
- loonflow
- May 25, 2026
- autoflow
- Apr 27, 2026
Categories
- loonflow
- Developer Tools
- autoflow
- Data & Retrieval, Vector Databases
Trust and health
Days since push
- loonflow
- 50d
- autoflow
- 74d
Open issues (now)
- loonflow
- 20
- autoflow
- 75
Owner type
- loonflow
- User
- autoflow
- Organization
Full report
- loonflow
- Trust report
- autoflow
- Trust report
Choose loonflow if…
- License: loonflow is AGPL-3.0, autoflow is Apache-2.0.
- Tags unique to loonflow: devops, django, mcp, python.
- Also covers Developer Tools.
- You need a fully open-source solution for your internal process automation, as Loonflow requires you to share modifications if used in a SaaS service publically.
When NOT to use loonflow
- You seek closed-source solutions for proprietary reasons as Loonflow's AGPLv3 requirement mandates openness in SaaS settings.
- When deployment flexibility is essential since the tool relies on Docker for installation, which may not align with all IT environments.
Choose autoflow if…
- License: autoflow is Apache-2.0, loonflow is AGPL-3.0.
- Tags unique to autoflow: chatbot, cot, graphrag, knowledge-graph.
- Also covers Data & Retrieval, Vector Databases.
- autoflow ships Docker support for self-hosted deployment.
- - When you need to create a conversational interface that can leverage both graph-based data structures and retrieval-augmented generation techniques for context-aware responses.
When NOT to use autoflow
- - When your application does not require a conversational knowledge base or cannot benefit from retrieval-augmented generation (RAG) techniques.
- - If you are aiming for broad compatibility across different SQL-based databases, as autoflow specifically integrates with TiDB and might offer less flexibility when compared to tools that support a
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (blackholll/loonflow) · observed Jul 15, 2026
- GitHub forks (blackholll/loonflow) · observed Jul 15, 2026
- Last push (blackholll/loonflow) · observed May 25, 2026
- License file (AGPL-3.0) · observed Jul 15, 2026
- Decision facts (enrichment) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (pingcap/autoflow) · observed Jul 11, 2026
- GitHub forks (pingcap/autoflow) · observed Jul 11, 2026
- Last push (pingcap/autoflow) · observed Apr 27, 2026
- License file (Apache-2.0) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: loonflow 2.1k · autoflow 2.8k (synced Jul 15, 2026).
Common questions
- What is the difference between loonflow and autoflow?
- loonflow: An intelligent and visual process automation system.. autoflow: Graph RAG based conversational knowledge base tool using TiDB Serverless Vector Storage. See the comparison table for live GitHub stats and shared categories.
- When should I choose loonflow over autoflow?
- Choose loonflow over autoflow when License: loonflow is AGPL-3.0, autoflow is Apache-2.0; Tags unique to loonflow: devops, django, mcp, python; Also covers Developer Tools; You need a fully open-source solution for your internal process automation, as Loonflow requires you to share modifications if used in a SaaS service publically.
- When should I choose autoflow over loonflow?
- Choose autoflow over loonflow when License: autoflow is Apache-2.0, loonflow is AGPL-3.0; Tags unique to autoflow: chatbot, cot, graphrag, knowledge-graph; Also covers Data & Retrieval, Vector Databases; autoflow ships Docker support for self-hosted deployment; - When you need to create a conversational interface that can leverage both graph-based data structures and retrieval-augmented generation techniques for context-aware responses.
- When should I avoid loonflow?
- You seek closed-source solutions for proprietary reasons as Loonflow's AGPLv3 requirement mandates openness in SaaS settings. When deployment flexibility is essential since the tool relies on Docker for installation, which may not align with all IT environments.
- When should I avoid autoflow?
- - When your application does not require a conversational knowledge base or cannot benefit from retrieval-augmented generation (RAG) techniques. - If you are aiming for broad compatibility across different SQL-based databases, as autoflow specifically integrates with TiDB and might offer less flexibility when compared to tools that support a
- Is loonflow or autoflow more popular on GitHub?
- autoflow has more GitHub stars (2,799 vs 2,084). Stars measure visibility, not whether either tool fits your constraints.
- Are loonflow and autoflow open source?
- Yes - both are open-source projects on GitHub (loonflow: AGPL-3.0, autoflow: Apache-2.0).
- Where can I find alternatives to loonflow or autoflow?
- GraphCanon lists graph-backed alternatives at loonflow alternatives and autoflow alternatives (loonflow markdown twin, autoflow 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, loonflow or autoflow?
- loonflow: Steady. autoflow: Steady. 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 loonflow and autoflow?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: loonflow trust report; autoflow trust report.