Comparison
activepieces vs coze-loop
Verdict
Pick activepieces if activePieces is an open-source platform for building and managing AI-powered workflows and agents through MCP (Microservices Control Plane) servers, enabling advanced automation tailored to complex needs; pick coze-loop if coze-loop provides comprehensive lifecycle management for AI agents leveraging Go, under Apache-2.0 license, ideal for robust agent optimization from development to monitoring.
Markdown twin · activepieces alternatives · coze-loop alternatives
GraphCanon updated 1d
vs
Trust & integrity
| Signal | activepieces | coze-loop |
|---|---|---|
| Maintenance | Very active (0d since push) As of 1d · github_public_v1 | Very active (0d since push) As of 1d · github_public_v1 |
| Provenance | Not a fork · Organization account As of 1d · github_public_v1 | Not a fork · Organization account As of 1d · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 5d · 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
- activepieces
- AI Agents & MCPs & AI Workflow Automation
- coze-loop
- Next-generation AI Agent Optimization Platform
Stars
- activepieces
- 24k
- coze-loop
- 5.7k
Forks
- activepieces
- 4.1k
- coze-loop
- 791
Open issues
- activepieces
- 476
- coze-loop
- 72
Language
- activepieces
- TypeScript
- coze-loop
- Go
Adopt for
- activepieces
- ActivePieces is an open-source platform for building and managing AI-powered workflows and agents through MCP (Microservices Control Plane) servers, enabling advanced automation tailored to complex needs.
- coze-loop
- Coze-loop provides comprehensive lifecycle management for AI agents leveraging Go, under Apache-2.0 license, ideal for robust agent optimization from development to monitoring.
Persona
- activepieces
- -
- coze-loop
- -
Runtime
- activepieces
- -
- coze-loop
- -
License
- activepieces
- ActivePieces offers its Community Edition under the MIT license promoting free and open distribution. However, enterprise features come with a Commercial License which restricts usage based on terms
- coze-loop
- Apache-2.0
Last pushed
- activepieces
- Aug 19, 2026
- coze-loop
- Aug 20, 2026
Categories
- activepieces
- AI Agents
- coze-loop
- AI Agents, Evaluation & Observability
Trust and health
Open issues (now)
- activepieces
- 476
- coze-loop
- 72
Stars delta
- activepieces
- +562 (30d)
- coze-loop
- +77 (30d)
Open issues delta
- activepieces
- +42 (30d)
- coze-loop
- +6 (30d)
Full report
- activepieces
- Trust report
- coze-loop
- Trust report
Typed relationship
activepieces alternative coze-loopCoze-Loop is described as a next-generation AI agent optimization platform, similar in nature and goal to activepieces/activepieces which seeks to automate workflows using AI agents.
Choose activepieces if…
- activepieces is primarily TypeScript; coze-loop is Go.
- License: activepieces is Other, coze-loop is Apache-2.0.
- Pricing: The pricing details are not fully disclosed in the repository but can be accessed through their official site..
- Requirements: While specific system requirements aren’t detailed, its capabilities suggest a substantial hardware investment for larger implementations. Docker isn't required.
- Coze-Loop is described as a next-generation AI agent optimization platform, similar in nature and goal to activepieces/activepieces which seeks to automate workflows using AI agents.
- Tags unique to activepieces: ai-agent, ai-agents-framework, mcp-server, n8n-alternative.
- activepieces ships Docker support for self-hosted deployment.
- - You need a robust solution for managing up to ~400 MCP servers dedicated for AI agents.
When NOT to use activepieces
- - If the project's scale is limited, as ActivePieces is designed with extensive scalability (up to ~400 MCP servers) potentially offering more firepower than necessary for small tasks.
- - When absolute no-code solutions are preferred, since while ActivePieces aims at simplifying AI workflow automation, it does require some coding knowledge in TypeScript.
Choose coze-loop if…
- coze-loop is primarily Go; activepieces is TypeScript.
- License: coze-loop is Apache-2.0, activepieces is Other.
- Coze-Loop is described as a next-generation AI agent optimization platform, similar in nature and goal to activepieces/activepieces which seeks to automate workflows using AI agents.
- Tags unique to coze-loop: agent, evaluation, observability, open-source.
- Also covers Evaluation & Observability.
- When you are developing AI agents and need full-lifecycle support from initial setup through deployment
When NOT to use coze-loop
- If your primary agent development language is not Go, or if you do not wish to use Docker or Kubernetes for deployment
- Avoid if you are unwilling to configure the Volcengine Ark API Key and Endpoint ID manually through YAML files during setup
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (activepieces/activepieces) · observed Aug 20, 2026
- GitHub forks (activepieces/activepieces) · observed Aug 20, 2026
- Last push (activepieces/activepieces) · observed Aug 19, 2026
- License file (Other) · observed Aug 20, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Aug 16, 2026
- GitHub stars (coze-dev/coze-loop) · observed Aug 20, 2026
- GitHub forks (coze-dev/coze-loop) · observed Aug 20, 2026
- Last push (coze-dev/coze-loop) · observed Aug 20, 2026
- License file (Apache-2.0) · observed Aug 20, 2026
- Decision facts (enrichment) · observed Jul 14, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: activepieces 24k · coze-loop 5.7k (synced Aug 20, 2026).
Common questions
- What is the difference between activepieces and coze-loop?
- activepieces: AI Agents & MCPs & AI Workflow Automation. coze-loop: Next-generation AI Agent Optimization Platform. See the comparison table for live GitHub stats and shared categories.
- When should I choose activepieces over coze-loop?
- Choose activepieces over coze-loop when activepieces is primarily TypeScript; coze-loop is Go; License: activepieces is Other, coze-loop is Apache-2.0; Pricing: The pricing details are not fully disclosed in the repository but can be accessed through their official site.; Requirements: While specific system requirements aren’t detailed, its capabilities suggest a substantial hardware investment for larger implementations. Docker isn't required; Coze-Loop is described as a next-generation AI agent optimization platform, similar in nature and goal to activepieces/activepieces which seeks to automate workflows using AI agents; Tags unique to activepieces: ai-agent, ai-agents-framework, mcp-server, n8n-alternative; activepieces ships Docker support for self-hosted deployment; - You need a robust solution for managing up to ~400 MCP servers dedicated for AI agents.
- When should I choose coze-loop over activepieces?
- Choose coze-loop over activepieces when coze-loop is primarily Go; activepieces is TypeScript; License: coze-loop is Apache-2.0, activepieces is Other; Coze-Loop is described as a next-generation AI agent optimization platform, similar in nature and goal to activepieces/activepieces which seeks to automate workflows using AI agents; Tags unique to coze-loop: agent, evaluation, observability, open-source; Also covers Evaluation & Observability; When you are developing AI agents and need full-lifecycle support from initial setup through deployment.
- When should I avoid activepieces?
- - If the project's scale is limited, as ActivePieces is designed with extensive scalability (up to ~400 MCP servers) potentially offering more firepower than necessary for small tasks. - When absolute no-code solutions are preferred, since while ActivePieces aims at simplifying AI workflow automation, it does require some coding knowledge in TypeScript.
- When should I avoid coze-loop?
- If your primary agent development language is not Go, or if you do not wish to use Docker or Kubernetes for deployment Avoid if you are unwilling to configure the Volcengine Ark API Key and Endpoint ID manually through YAML files during setup
- Is activepieces or coze-loop more popular on GitHub?
- activepieces has more GitHub stars (23,903 vs 5,697). Stars measure visibility, not whether either tool fits your constraints.
- Are activepieces and coze-loop open source?
- Yes - both are open-source projects on GitHub (activepieces: Other, coze-loop: Apache-2.0).
- Where can I find alternatives to activepieces or coze-loop?
- GraphCanon lists graph-backed alternatives at activepieces alternatives and coze-loop alternatives (activepieces markdown twin, coze-loop 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, activepieces or coze-loop?
- activepieces: Very active. coze-loop: 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 activepieces and coze-loop?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: activepieces trust report; coze-loop trust report.