You will get Claude Code Agent System Multi-Agent Workflow MCP Integration Claude AI
Project details
Most people try to use one Claude instance for everything. It breaks down fast; research gets mixed with writing, outputs lose structure, and nothing runs reliably. A proper Claude Code agent system fixes that by splitting work across multiple roles that operate in sequence.
I build a working multi agent workflow AI setup inside Claude Code where each agent has a clear job; research, writing, review, or execution. Each agent is configured with its own CLAUDE.md, SKILL.md, and connected tools through MCP so tasks move cleanly from one step to the next without constant supervision.
• Multi-agent architecture with defined roles and handoffs
• 2–4 Claude agents configured for your use case
• CLAUDE.md and SKILL.md per agent
• MCP integration with tools like Drive, Slack, GitHub, n8n
• Loom walkthrough showing end-to-end task execution
This is mostly built for founders and operators who want AI agents handling lead processing, content production, reporting, or internal workflows without manual coordination.
Tell me the process you want automated and where it currently breaks between steps.
I build a working multi agent workflow AI setup inside Claude Code where each agent has a clear job; research, writing, review, or execution. Each agent is configured with its own CLAUDE.md, SKILL.md, and connected tools through MCP so tasks move cleanly from one step to the next without constant supervision.
• Multi-agent architecture with defined roles and handoffs
• 2–4 Claude agents configured for your use case
• CLAUDE.md and SKILL.md per agent
• MCP integration with tools like Drive, Slack, GitHub, n8n
• Loom walkthrough showing end-to-end task execution
This is mostly built for founders and operators who want AI agents handling lead processing, content production, reporting, or internal workflows without manual coordination.
Tell me the process you want automated and where it currently breaks between steps.
AI Development Type
Knowledge Representation, Model TuningAI Tools
SonnetAI Development Language
PythonWhat's included
| Service Tiers |
Starter
$100
|
Standard
$200
|
Advanced
$300
|
|---|---|---|---|
| Delivery Time | 6 days | 8 days | 10 days |
Number of Revisions | 3 | 4 | 5 |
AI Model Integration | |||
Detailed Code Comments | - | - | - |
Knowledge Graph | - | - | - |
Model Documentation | - | ||
Ontology | - | - | - |
Source Code | - | - | - |
Taxonomy | - | - | - |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$20 - $40
Additional Revision
+$10
Advanced n8n Workflow
(+ 3 Days)
+$30
Agent Optimization Session
(+ 3 Days)
+$30
Extra Agent Build
(+ 2 Days)
+$15Frequently asked questions
4 reviews
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MC
Mark C.
May 18, 2026
30 Minute Consultation for Task Automation
Consulting with Belle helped me to get a better idea of the structure I need to create and helped me consider other aspects of the automation process that I hadn't considered before.
SC
Sam C.
Mar 10, 2026
Learn n8n and Slack Bots for Customer Success Role
ZA
Zabeth A.
Mar 2, 2026
AI Automation Specialist (n8n & Python)
Ezinne was great to work with!!
She had good recommendations and was efficient with strong attention to detail. Much appreciated!
She had good recommendations and was efficient with strong attention to detail. Much appreciated!
VE
Vivian E.
Feb 26, 2026
n8n Automation Architect: Fix Advanced AI Agentic Workflows & API Integration
Ezinne has been amazing right from the first contact to clarify the project brief to the end.
A good listener and problem solver who always strives to ensure customer satisfaction is met. I will absolutely hire her again.
A good listener and problem solver who always strives to ensure customer satisfaction is met. I will absolutely hire her again.
About Belle
Claude AI Automation Expert | AI Agent workflows | n8n Claude API
100%
Job Success
Benin City, Nigeria - 12:44 pm local time
I'm a Claude API Developer who build your AI systems when you need them. Every pipeline I ship uses the Claude API with human approval gates, so nothing touches your endpoint, CRM, inbox, or finances until you say so. These production-grade integrations are between the Claude API and the platforms your business runs; n8n, Make com, Zapier, GoHighLevel, HubSpot, QuickBooks online.
What that looks like in practice:
→ AI agent pipelines with conditional logic, memory, and human approval gates.
→ n8n or Zapier automations that triage leads, extract PDF data, and route it into QuickBooks or HubSpot automatically.
→ MCP server connections that give Claude secure access to your databases without exposing sensitive records.
→ RAG pipelines that make your AI Agent answer from your own documents; contracts, SOPs, tax returns, not hallucinations or guesses.
→ Claude Cowork Setup with custom skill files, MCP connector configuration, and a live training session to understand how to use it.
Every build ships with retry logic, notification alerts, a Loom walkthrough, and an SOP you or your team can actually use.
Send me a message today. Tell me the one manual task you or your team wishes to do automatically or semi automatically, and together, we'll map out exactly how you want to automate it.
FOR SEO PURPOSES ONLY
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AI Automation, Claude AI Agents, AI Agent Development, Claude AI Agent development, Claude API developer automation, Claude Integration, n8n Claude API integration developer, GoHighLevel Claude API automation specialist, autonomous AI agent, MCP Orchestration, AI Automation Specialist Claude n8n, AI Agent Development Expert Zapier, n8n Workflow Automation Specialist, Claude AI Agent Orchestration Specialist, integrate Claude API into GoHighLevel CRM automation, AI Model Integration, Multi-Agent Orchestration, MCP connectors, RAG Pipelines, AI Integration, RAG AI Agent, expert AI agent developer, MCP server integration, expert AI agent builder, RAG chatbot development, LangChain multi-agent orchestration, build autonomous AI workflows, automate financial reporting workflows, integrate Claude API with HubSpot CRM, build RAG pipeline using Claude API, setup Gorgias AI agent for e-commerce, expert setup for Make com and Claude AI, develop AI agent with MCP integration, build RAG chatbot with Claude API, build custom AI sales agent for GoHighLevel
AI Automation, Claude AI Agents, AI Agent Development, Claude AI Agent development, Claude API developer automation, Claude Integration, n8n Claude API integration developer, GoHighLevel Claude API automation specialist, autonomous AI agent, MCP Orchestration, AI Automation Specialist Claude n8n, AI Agent Development Expert Zapier, n8n Workflow Automation Specialist, Claude AI Agent Orchestration Specialist, integrate Claude API into GoHighLevel CRM automation, AI Model Integration, Multi-Agent Orchestration, MCP connectors, RAG Pipelines, AI Integration, RAG AI Agent, expert AI agent developer, MCP server integration, expert AI agent builder, RAG chatbot development, LangChain multi-agent orchestration, build autonomous AI workflows, automate financial reporting workflows, integrate Claude API with HubSpot CRM, build RAG pipeline using Claude API, setup Gorgias AI agent for e-commerce, expert setup for Make com and Claude AI, develop AI agent with MCP integration, build RAG chatbot with Claude API, build custom AI sales agent for GoHighLevel
AI Automation, Claude AI Agents, AI Agent Development, Claude AI Agent development, Claude API developer automation, Claude Integration, n8n Claude API integration developer, GoHighLevel Claude API
Steps for completing your project
After purchasing the project, send requirements so Belle can start the project.
Delivery time starts when Belle receives requirements from you.
Belle works on your project following the steps below.
Revisions may occur after the delivery date.
Use Case Definition
I clarify the exact workflow you want handled and where tasks break between steps.
Architecture Planning
I design the agent roles, responsibilities, handoffs, and failure handling logic.