Comparison
serena vs AutoGPT
Verdict
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; pick AutoGPT if autoGPT is a platform for building and using autonomous AI agents, offering both self-hosting and managed service options.
Markdown twin · serena alternatives · AutoGPT alternatives
GraphCanon updated Oct 11, 2026
25views this month
vs
Trust & integrity
| Signal | serena | AutoGPT |
|---|---|---|
| Maintenance | Very active (0d since push) As of Aug 19, 2026 · github_public_v1 | Very active (0d since push) As of Sep 18, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Aug 19, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Oct 11, 2026 · osv@v1 | No lockfile (source not queried) As of Sep 18, 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
- serena
- A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent
- AutoGPT
- Accessible AI for everyone, providing tools for focus on what matters
Stars
- serena
- 28k
- AutoGPT
- 187k
Forks
- serena
- 1.9k
- AutoGPT
- 46k
Open issues
- serena
- 111
- AutoGPT
- 593
Language
- serena
- Python
- AutoGPT
- Python
Adopt for
- serena
- Serena is an advanced tool aimed at enhancing coding tasks through semantic retrieval and editing capabilities, designed for integration with AI agents.
- AutoGPT
- AutoGPT is a platform for building and using autonomous AI agents, offering both self-hosting and managed service options.
Persona
- serena
- -
- AutoGPT
- -
Runtime
- serena
- -
- AutoGPT
- -
License
- serena
- MIT
- AutoGPT
- AutoGPT's `autogpt_platform/` component is licensed under Polyform Shield, which is free for personal and internal business use but cannot be sold as a competing hosted service. The `classic/` and all
Last pushed
- serena
- Aug 18, 2026
- AutoGPT
- Sep 18, 2026
Categories
- serena
- AI Agents, Developer Tools
- AutoGPT
- AI Agents, Developer Tools
Trust and health
Open issues (now)
- serena
- 111
- AutoGPT
- 593
Stars delta
- serena
- +1.6k (30d)
- AutoGPT
- +801 (30d)
Open issues delta
- serena
- -1 (30d)
- AutoGPT
- +76 (30d)
Full report
- serena
- Trust report
- AutoGPT
- Trust report
Choose serena if…
- License: serena is MIT, AutoGPT is Other.
- Tags unique to serena: agent, 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.
Choose AutoGPT if…
- License: AutoGPT is Other, serena is MIT.
- Tags unique to AutoGPT: agentic-ai, agents, ai, artificial-intelligence.
- When you need full control over your infrastructure and data, as self-hosting allows you to run AutoGPT on your own servers.
When NOT to use AutoGPT
- If you require immediate setup without the need for infrastructure management, as the managed service option is more suitable for quick deployment.
- When you are looking for a fully managed solution with built-in model access, as the managed platform handles updates and operations for you.
- If you are seeking a paid plan with plan-dependent support, as the self-hosted option relies on community support.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- 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 Oct 11, 2026
- GitHub stars (Significant-Gravitas/AutoGPT) · observed Sep 20, 2026
- GitHub forks (Significant-Gravitas/AutoGPT) · observed Sep 20, 2026
- Last push (Significant-Gravitas/AutoGPT) · observed Sep 18, 2026
- License file (Other) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
GitHub stars on cards: serena 28k · AutoGPT 187k (synced Sep 20, 2026).
Common questions
- What is the difference between serena and AutoGPT?
- serena: A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent. AutoGPT: Accessible AI for everyone, providing tools for focus on what matters. See the comparison table for live GitHub stats and shared categories.
- When should I choose serena over AutoGPT?
- Choose serena over AutoGPT when License: serena is MIT, AutoGPT is Other; Tags unique to serena: agent, 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 choose AutoGPT over serena?
- Choose AutoGPT over serena when License: AutoGPT is Other, serena is MIT; Tags unique to AutoGPT: agentic-ai, agents, ai, artificial-intelligence; When you need full control over your infrastructure and data, as self-hosting allows you to run AutoGPT on your own servers.
- 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.
- When should I avoid AutoGPT?
- If you require immediate setup without the need for infrastructure management, as the managed service option is more suitable for quick deployment. When you are looking for a fully managed solution with built-in model access, as the managed platform handles updates and operations for you. If you are seeking a paid plan with plan-dependent support, as the self-hosted option relies on community support.
- Is serena or AutoGPT more popular on GitHub?
- AutoGPT has more GitHub stars (187,424 vs 28,200). Stars measure visibility, not whether either tool fits your constraints.
- Are serena and AutoGPT open source?
- Yes - both are open-source projects on GitHub (serena: MIT, AutoGPT: Other).
- Where can I find alternatives to serena or AutoGPT?
- GraphCanon lists graph-backed alternatives at serena alternatives and AutoGPT alternatives (serena markdown twin, AutoGPT 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, serena or AutoGPT?
- serena: Very active. AutoGPT: 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 serena and AutoGPT?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: serena trust report; AutoGPT trust report.