I will assess your mcp integration and plan a scoped implementation

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melbin_jp
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melbin_jp
Melbin JP

About this gig

Connect an AI assistant to a business tool with a defined scope and clear permissions. I review one API, the actions you need and the host that will use them.


Scope comes first. You receive tool specifications, access requirements, integration risks and a fixed-price implementation proposal covering the agreed API, the host you use and the actions your assistant needs to perform. No server is deployed.


I maintain rigout, an MCP server published on PyPI. Scoped implementations start at $10,000 and include source code, deployment instructions and an operating guide.


Message me with your API documentation, required actions and target host before ordering. Keep credentials out of the brief.

Get to know Melbin JP

Melbin JP

AI Automation Engineer: Document Workflows, RAG and MCP

  • FromIndia
  • Member sinceNov 2023
  • Avg. response time1 hour
  • Languages

    Malayalam, English, Hindi
I build AI document workflows and integrations your business can run and maintain. My own projects include DocQA for answers with page citations, rigout for MCP tool access, and docproof for checking documentation against code. Scope comes first. Assessments start at $1,500; scoped builds start at $10,000 and include source code and an operating guide. Hosting and APIs cost extra. I direct AI-assisted delivery and agree any specialist involvement with you first. Message me with your workflow, sample inputs and target date before ordering.

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