Comparison
dify vs serena
Verdict
Pick dify if dify is a platform for creating agentic workflows and RAG pipelines, supporting various AI models and tools, deployable on cloud, VPC, or self-hosted environments; pick serena if serena is an advanced tool aimed at enhancing coding tasks through semantic retrieval and editing capabilities, designed for integration with AI agents.
Markdown twin · dify alternatives · serena alternatives
GraphCanon updated Oct 4, 2026
6views this month
Trust & integrity
| Signal | dify | serena |
|---|---|---|
| Maintenance | Very active (0d since push) As of Sep 18, 2026 · github_public_v1 | Very active (0d since push) As of Aug 19, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 | Not a fork · Organization account As of Aug 19, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Oct 4, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 11, 2026 · 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
- dify
- Build Agentic workflows and RAG pipelines with rich AI model and tool support on one collaborative workspace.
- serena
- A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent
Stars
- dify
- 156k
- serena
- 28k
Forks
- dify
- 25k
- serena
- 1.9k
Open issues
- dify
- 1.1k
- serena
- 111
Language
- dify
- TypeScript
- serena
- Python
Adopt for
- dify
- Dify is a platform for creating agentic workflows and RAG pipelines, supporting various AI models and tools, deployable on cloud, VPC, or self-hosted environments.
- serena
- Serena is an advanced tool aimed at enhancing coding tasks through semantic retrieval and editing capabilities, designed for integration with AI agents.
Persona
- dify
- -
- serena
- -
Runtime
- dify
- -
- serena
- -
License
- dify
- Other
- serena
- MIT
Last pushed
- dify
- Sep 18, 2026
- serena
- Aug 18, 2026
Categories
- dify
- AI Agents, Data & Retrieval, Developer Tools
- serena
- AI Agents, Developer Tools
Trust and health
Open issues (now)
- dify
- 1.1k
- serena
- 111
Stars delta
- dify
- +4.5k (30d)
- serena
- +1.6k (30d)
Open issues delta
- dify
- +172 (30d)
- serena
- -1 (30d)
Full report
- dify
- Trust report
- serena
- Trust report
Choose dify if…
- dify is primarily TypeScript; serena is Python.
- License: dify is Other, serena is MIT.
- Tags unique to dify: agentic-ai, agentic-framework, agentic-workflow, ai.
- Also covers Data & Retrieval.
- When you need a collaborative workspace that supports rich AI model and tool integration for agentic workflows and RAG pipelines.
When NOT to use dify
- If your project does not require agentic workflows or RAG pipelines, and you are looking for a more general-purpose AI development tool.
- When you need a platform that does not require Docker and Docker Compose for setup, as Dify's quick start guide assumes these prerequisites.
- If your team prefers a platform with a different licensing model, as Dify uses a modified Apache 2.0 license with additional conditions.
Choose serena if…
- serena is primarily Python; dify is TypeScript.
- License: serena is MIT, dify is Other.
- Tags unique to serena: ai-coding, language-server, programming.
- serena ships Docker support for self-hosted deployment.
- You are working within a JetBrains IDE and want to leverage Serena's integrated tools for better code understanding and manipulation.
When NOT to use serena
- If your preferred IDE is not JetBrains, as other integrations may require more manual configuration and might not be fully supported.
- You are looking for a generic code editor enhancement tool that does not need to interface with specific AI agents or MCP clients.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (langgenius/dify) · observed Sep 20, 2026
- GitHub forks (langgenius/dify) · observed Sep 20, 2026
- Last push (langgenius/dify) · observed Sep 18, 2026
- License file (Other) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Oct 4, 2026
- GitHub stars (oraios/serena) · observed Sep 20, 2026
- GitHub forks (oraios/serena) · observed Sep 20, 2026
- Last push (oraios/serena) · observed Aug 18, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: dify 156k · serena 28k (synced Sep 20, 2026).
Common questions
- What is the difference between dify and serena?
- dify: Build Agentic workflows and RAG pipelines with rich AI model and tool support on one collaborative workspace.. serena: A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent. See the comparison table for live GitHub stats and shared categories.
- When should I choose dify over serena?
- Choose dify over serena when dify is primarily TypeScript; serena is Python; License: dify is Other, serena is MIT; Tags unique to dify: agentic-ai, agentic-framework, agentic-workflow, ai; Also covers Data & Retrieval; When you need a collaborative workspace that supports rich AI model and tool integration for agentic workflows and RAG pipelines.
- When should I choose serena over dify?
- Choose serena over dify when serena is primarily Python; dify is TypeScript; License: serena is MIT, dify is Other; Tags unique to serena: ai-coding, language-server, programming; serena ships Docker support for self-hosted deployment; You are working within a JetBrains IDE and want to leverage Serena's integrated tools for better code understanding and manipulation.
- When should I avoid dify?
- If your project does not require agentic workflows or RAG pipelines, and you are looking for a more general-purpose AI development tool. When you need a platform that does not require Docker and Docker Compose for setup, as Dify's quick start guide assumes these prerequisites. If your team prefers a platform with a different licensing model, as Dify uses a modified Apache 2.0 license with additional conditions.
- When should I avoid serena?
- If your preferred IDE is not JetBrains, as other integrations may require more manual configuration and might not be fully supported. You are looking for a generic code editor enhancement tool that does not need to interface with specific AI agents or MCP clients.
- Is dify or serena more popular on GitHub?
- dify has more GitHub stars (156,243 vs 28,200). Stars measure visibility, not whether either tool fits your constraints.
- Are dify and serena open source?
- Yes - both are open-source projects on GitHub (dify: Other, serena: MIT).
- Where can I find alternatives to dify or serena?
- GraphCanon lists graph-backed alternatives at dify alternatives and serena alternatives (dify markdown twin, serena 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, dify or serena?
- dify: Very active. serena: 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 dify and serena?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: dify trust report; serena trust report.