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conductor
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conductor

Active·★ 32.4k·Apache-2.0·Updated 2026-10-27
★ Most Popular★ Essential★ Trending

Conductor is an open-source durable execution platform for microservices, AI agents and adaptive workflow graphs. Workflows are defined as graphs (JSON definitions) whose runtime choices, such as loops, branching, fan-out, tool calls, approvals, retries and cancellation, are executed durably by the Conductor server. It began at Netflix; the original Netflix/conductor repository is now archived, and conductor-oss is the actively developed open-source line.

It suits teams orchestrating many services and, increasingly, AI agents. Conductor has native LLM tasks, MCP tool calling, human approval steps and vector workflows for RAG, and its documentation shows an autonomous think-act agent loop that discovers tools via MCP, reasons with an LLM and repeats until done. It can be self-hosted with several persistence backends and message brokers, and a UI shows workflow executions.

Getting started: with Node.js 16+ and Java 21+, run `npm install -g @conductor-oss/conductor-cli` and `conductor server start`, then open http://localhost:8080. A Docker image is also available. Create your first workflow from the quickstart JSON with `conductor workflow create`.

This write-up is based on the project's README and public repository data. We have not hand-tested the tool. Data as of 2026-10-24.

License
Apache-2.0
Latest release
v3.32.5 · 2026-09-25
Last commit
2026-10-23
Contributors
424
Forks
1,036
Open issues and PRs
280
First published
2023-12-08
npm package
@conductor-oss/conductor-cli 0.1.9 · 55 downloads last week

Source: GitHub, npm and PyPI public APIs.

#Microservices Orchestration#Workflow Engine#Distributed Systems#Event-Driven#Workflow Automation
$ Install
$ npm install -g @conductor-oss/conductor-cli
↗ Visit site★ GitHub
01

Features

01Workflow as code with JSON definition
02Rich task types (HTTP, JSON, Lambda, Sub Workflow, Event)
03Dynamic workflow management independent of services
04Built-in UI for monitoring and management
05Flexible persistence and queue options (Redis, MySQL, Postgres)
02

Why choose it

+Durable, resilient execution proven at large scale, with retries, cancellation and approvals.
+Native AI features: LLM tasks, MCP tool calling, human approval and vector workflows.
+Language-agnostic: workers can be written in many languages, and simple workflows need no workers.
+Apache-2.0 licensed and self-hostable with multiple storage and queue backends.
03

Trade-offs

!Requires Java 21+ for the server, and production deployments need persistence and queue infrastructure.
!JSON workflow definitions are less natural for developers who prefer writing workflows as code.
!Do not confuse it with the archived Netflix/conductor repository; use conductor-oss for current releases.
05

Maintenance check

ActiveChecked: 2026-10-23
Last commit
2026-10-23
Commits, last 90 days
100+
Releases, last 90 days
19
Latest release
v3.33.0-rc13 (2026-10-14)
Open issues
279
Recent issues with at least one comment
7/23
Commits per week, last 12 weeks
Commits per week, last 12 weeks: 35, 18, 12, 9, 12, 12, 14, 18, 7, 4, 2, 8

Oldest week on the left; the latest four weeks are orange. Source: GitHub commit activity.

Status rule: archived on GitHub = Archived; last commit within 90 days = Active; 91 to 365 days = Slowing; older = Stale. All figures come from the GitHub API on the date shown.

Most discussed open issues

  • #1081 [FEATURE]: Add periodic batch job to clean up old terminal workflow history10 comments · 2026-05-12
  • #588 PostgresLockDAO does not support recursive locks, causing stuck workflows10 comments · 2025-09-24
  • #1280 Spring Boot 4 compatibility: server artifacts hard-reference Boot-3-only FQCNs (Jackson2ObjectMapperBuilderCustomizer, DataSourceAutoConfigu9 comments · 2026-07-13
  • #1528 Epic: CVE remediation for Conductor-OSS 3.32.x8 comments · 2026-08-12
  • #630 [Bug] Http Task executed twice after COMPLETED status [read thread for workaround]8 comments · 2025-10-30

Issue titles are quoted from GitHub. Open the link to check whether a problem still applies to the version you use.

04

Who it fits

Pick it if
  • You want an Apache-2.0 durable workflow engine where workflows are defined as JSON graphs and workers can be written in any language.
  • You want built-in LLM task types, MCP tool calling, human approval steps, and vector workflows on top of a microservice orchestrator.
Look elsewhere if
  • You prefer writing workflows purely as code rather than JSON graph definitions; Temporal or AutoKitteh fit better.
  • You want a lightweight embedded rule engine inside a single Go binary with zero external middleware; RuleGo is designed for that.
06

How it differs

temporal logovs temporal★ 24.0k

Conductor orchestrates JSON workflow graphs and includes native LLM and MCP task nodes; Temporal executes workflows written as native code in Python, Go, TypeScript, or Java.

Full comparison →
n8n logovs n8n★ 208.8k

Conductor is an Apache-2.0 distributed microservice and agent orchestration engine; n8n is a fair-code visual automation platform focused on 1,500+ SaaS integrations.

Full comparison →
07

Compatibility

Redis
Supported
Verified via docs
PostgreSQL
Supported
Verified via docs
MySQL
Supported
Verified via docs
Elasticsearch
Supported
Verified via docs
OpenSearch
Supported
Verified via docs
SQLite
Supported
Verified via docs
08

Quick start

1
$ npm install -g @conductor-oss/conductor-cli
09

Use cases

↳Orchestrating complex microservice interactions
↳Automating event-driven business processes
↳Building resilient and observable distributed systems
10

Alternatives

⚡Top VS:
VStemporal★24.0k→VSn8n★208.8k→VSconductor★12.8k→VScadence★9.5k→
temporal logo
temporal★ 24.0k
Temporal is a durable execution platform: it runs workflows reliably, automatically handling intermittent failures and retrying failed operations, so long-running applications and AI agents survive crashes and restarts.
VSCompare→
n8n logo
n8n★ 208.8k
Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.
VSCompare→
conductor logo
conductor★ 12.8k
Conductor is a microservices orchestration engine.
VSCompare→
cadence logo
cadence★ 9.5k
Cadence is a distributed, scalable, durable, and highly available orchestration engine to execute asynchronous long-running business logic in a scalable and resilient way.
VSCompare→
argo-events logo
argo-events★ 2.7k
Event-driven Automation Framework for Kubernetes
VSCompare→
bytechef logo
bytechef★ 1.1k
Open-source, AI-native, low-code platform for API orchestration, workflow automation, and AI agent integration across internal systems and SaaS products.
VSCompare→
ToolJet logo
ToolJet★ 41.1k
ToolJet is the open-source foundation of ToolJet AI - the AI-native platform for building internal tools, dashboard, business applications, workflows and AI agents 🚀
VSCompare→
trigger.dev logo
trigger.dev★ 16.6k
Trigger.dev – build and deploy fully‑managed AI agents and workflows
VSCompare→
See all alternatives →

Featured in these lists

  • Self-Hosted AI Workflow Automation & Durable Execution: n8n, Activepieces, Temporal, Conductor & More

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On this page
01Features02Why choose it03Trade-offs05Maintenance check04Who it fits06How it differs07Compatibility08Quick start09Use cases10Alternatives
conductor-oss /
conductor
↗

Durable workflow engine for microservices and AI agents

32.4k1.0kApache-2.0
Last commit1d ago
StatusActive
CategoryWorkflow Automation
Contributors424
Latest releasev3.32.5
Links
Documentation↗Discussion↗Issues↗Releases↗
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