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feat(docs): added ROADMAP.md file #1

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feat(docs): added ROADMAP.md file
m00lecule Nov 9, 2025
e2787ff
fix(docs/ROADMAP.md): applied requested changes
m00lecule Nov 17, 2025
ac0b20e
fix(docs/ROADMAP.md): highlighted sections
m00lecule Nov 17, 2025
edb492f
fix(ROADMAP.md): adjusted document structure
m00lecule Nov 17, 2025
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Expand Up @@ -43,6 +43,7 @@ workflows/
*.fits
*.tbl
*.hdr
test-output/*

# Environment variables
.env
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31 changes: 31 additions & 0 deletions docs/ROADMAP.md
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# High-level roadmap overview

*Abstract of the `montage-mcp-server` project roadmap*

The project top level goal is to **sucessfully finish HyperFlow task execution using Montage MCP Server integrated with an external LLM**.

Expected sequence of actions:
- user prompts LLM about astronomical image mosaic
- LLM passes the question to Montage MCP Server
- Montage prepares a workflow definition
- LLM schedules workflow execution on HyperFlow (LLM native kubectl support or 3rd party Kubernetes MCP server)
- user monitors the execution progress
- the user gets the requested astronomical image mosaic

## Short term goals

### solution architecture design

The objective is to define the Montage MCP Server and HyperFlow communication architecture.

Options:
- design a solution using two MCP servers: the Montage and one supporting Kubernetes
- the LLM prepares kubectl or helm commands to execute HyperFlow task

### assess the Kubernetes MCP servers maturity

The goal is to investigate the capabilities of the Kubernetes MCP server. The objective is to determine whether it is capable of creating a HyperFlow task.

### HyperFlow task status monitoring

The objective is to inform the LLM of the task calculation status.