Orchestrate Multi-Agent Workflows Across Your Tech Stack

Connect LLM agents, databases, developer tools, and APIs in a single composable framework. Define workflows once. Run them everywhere.

Get Started

What It Does

MCP Workflow Orchestrator is a control plane for multi-agent systems. Route agents through your existing integrations - Slack, GitHub, databases, LLMs, webhooks - without rewriting your stack.

Agent Coordination

Pass work between agents, maintain context across hops, coordinate on shared tasks.

Zero Rewiring

Use the MCP protocol. Your existing tools already speak it. No API remapping required.

Composable Workflows

Chain agents declaratively. Retry logic, error handling, and dependencies built in.

Observable & Auditable

Every agent handoff is logged. Full visibility into what ran, when, and why it failed.

Common Workflows

Content Pipeline

Planner agent sketches outline → writer generates draft → reviewer checks facts → editor polishes → Slack posts final.

Data Analysis

SQL agent queries database → analysis agent finds patterns → visualization agent builds charts → email agent sends report.

Customer Support

Intake agent parses ticket → knowledge agent searches docs → escalation agent routes to human if needed.

How It Works

Define. Write your workflow in YAML or code. Specify agent roles, data flow, and error handling.
Connect. Map agents to MCP-compatible tools (LLMs, databases, APIs). Point to existing infrastructure.
Run. Trigger via webhook, schedule, or manual kick. Watch execution in real-time.
Audit. Full trace of every agent handoff. Replay workflows for debugging.

Try It Now

Clone the example repo. Wire up your first two agents. Run your first workflow in 15 minutes.

View on GitHub Read Docs

Want MCP Workflow Orchestrator built out, or handed over?

This is not a purchase and there is no card field. It puts your address, this product, and whatever you write below in front of a person, and you get a written answer about what finishing it, or handing it over for you to run yourself, would actually take.

A person reads these. Expect a reply in days, not minutes.
Your address is used to answer you. No sequence, no list, no sharing.
Ask to be removed and you are removed.