Comparison
trae-agent vs agent-toolkit
Verdict
Pick trae-agent if trae Agent is an AI-powered assistant designed to handle a variety of software engineering tasks through integration with different Large Language Models (LLMs), with Docker container support; pick agent-toolkit if extends AI coding agent capabilities with Python skills for development and professional workflows.
Markdown twin · trae-agent alternatives · agent-toolkit alternatives
GraphCanon updated 6d
vs
Trust & integrity
| Signal | trae-agent | agent-toolkit |
|---|---|---|
| Maintenance | Slowing (164d since push) As of 1mo · github_public_v1 | Slowing (159d since push) As of 6d · github_public_v1 |
| Provenance | Not a fork · Organization account As of 1mo · github_public_v1 | Not a fork · Organization account As of 6d · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · 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
- trae-agent
- Trae Agent is an LLM-based agent for general purpose software engineering tasks.
- agent-toolkit
- A curated collection of skills for AI coding agents
Stars
- trae-agent
- 12k
- agent-toolkit
- 2.3k
Forks
- trae-agent
- 1.3k
- agent-toolkit
- 217
Open issues
- trae-agent
- 143
- agent-toolkit
- 17
Language
- trae-agent
- Python
- agent-toolkit
- Python
Adopt for
- trae-agent
- Trae Agent is an AI-powered assistant designed to handle a variety of software engineering tasks through integration with different Large Language Models (LLMs), with Docker container support.
- agent-toolkit
- Extends AI coding agent capabilities with Python skills for development and professional workflows
Persona
- trae-agent
- -
- agent-toolkit
- -
Runtime
- trae-agent
- -
- agent-toolkit
- -
License
- trae-agent
- MIT
- agent-toolkit
- MIT
Last pushed
- trae-agent
- Feb 5, 2026
- agent-toolkit
- Mar 5, 2026
Categories
- trae-agent
- AI Agents, Developer Tools
- agent-toolkit
- AI Agents, Developer Tools
Trust and health
Days since push
- trae-agent
- 164d
- agent-toolkit
- 159d
Open issues (now)
- trae-agent
- 143
- agent-toolkit
- 17
Full report
- trae-agent
- Trust report
- agent-toolkit
- Trust report
Choose trae-agent if…
- Tags unique to trae-agent: agent, llm, software-engineering.
- When you need a versatile AI agent that can integrate with multiple LLM providers such as OpenAI, Anthropic, Google Gemini, and others for varied software engineering tasks.
- More GitHub stars (12k vs 2.3k) - visibility, not fit.
When NOT to use trae-agent
- If your workflow does not align with using Docker containers, since Trae Agent heavily relies on Docker for task execution.
- In scenarios where you need a tool that offers more direct control over the LLM model parameters; Trae Agent provides integration flexibility but may require additional setup to specify these customiz
Choose agent-toolkit if…
- Tags unique to agent-toolkit: agent-skills, ai, automation, claude.
- For enhancing specific tasks like documentation, planning, and workflow management
- More recently updated (last pushed Mar 5, 2026).
When NOT to use agent-toolkit
- If you seek support for languages other than Python
- When working with non-Python based coding agents that require specialized skills not covered by this toolkit
- In cases where custom, from-scratch development is preferred over using pre-packaged scripts
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (bytedance/trae-agent) · observed Jul 19, 2026
- GitHub forks (bytedance/trae-agent) · observed Jul 19, 2026
- Last push (bytedance/trae-agent) · observed Feb 5, 2026
- License file (MIT) · observed Jul 19, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (softaworks/agent-toolkit) · observed Aug 12, 2026
- GitHub forks (softaworks/agent-toolkit) · observed Aug 12, 2026
- Last push (softaworks/agent-toolkit) · observed Mar 5, 2026
- License file (MIT) · observed Aug 12, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: trae-agent 12k · agent-toolkit 2.3k (synced Jul 19, 2026).
Common questions
- What is the difference between trae-agent and agent-toolkit?
- trae-agent: Trae Agent is an LLM-based agent for general purpose software engineering tasks.. agent-toolkit: A curated collection of skills for AI coding agents. See the comparison table for live GitHub stats and shared categories.
- When should I choose trae-agent over agent-toolkit?
- Choose trae-agent over agent-toolkit when Tags unique to trae-agent: agent, llm, software-engineering; When you need a versatile AI agent that can integrate with multiple LLM providers such as OpenAI, Anthropic, Google Gemini, and others for varied software engineering tasks; More GitHub stars (12k vs 2.3k) - visibility, not fit.
- When should I choose agent-toolkit over trae-agent?
- Choose agent-toolkit over trae-agent when Tags unique to agent-toolkit: agent-skills, ai, automation, claude; For enhancing specific tasks like documentation, planning, and workflow management; More recently updated (last pushed Mar 5, 2026).
- When should I avoid trae-agent?
- If your workflow does not align with using Docker containers, since Trae Agent heavily relies on Docker for task execution. In scenarios where you need a tool that offers more direct control over the LLM model parameters; Trae Agent provides integration flexibility but may require additional setup to specify these customiz
- When should I avoid agent-toolkit?
- If you seek support for languages other than Python When working with non-Python based coding agents that require specialized skills not covered by this toolkit In cases where custom, from-scratch development is preferred over using pre-packaged scripts
- Is trae-agent or agent-toolkit more popular on GitHub?
- trae-agent has more GitHub stars (11,859 vs 2,307). Stars measure visibility, not whether either tool fits your constraints.
- Are trae-agent and agent-toolkit open source?
- Yes - both are open-source projects on GitHub (trae-agent: MIT, agent-toolkit: MIT).
- Where can I find alternatives to trae-agent or agent-toolkit?
- GraphCanon lists graph-backed alternatives at trae-agent alternatives and agent-toolkit alternatives (trae-agent markdown twin, agent-toolkit 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, trae-agent or agent-toolkit?
- trae-agent: Slowing. agent-toolkit: Slowing. 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 trae-agent and agent-toolkit?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: trae-agent trust report; agent-toolkit trust report.