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Head-to-head · Operate phase · MCP Server

Ha Mcp vs Marmot Data Catalog

For the Operate phase, Ha Mcp leads Marmot Data Catalog on adoption - 4.1k vs 600 GitHub stars. Both are mcp servers; pick by fit, not just rank - the full side-by-side is below.

A side-by-side comparison of two mcp server options for the Operate phase - adoption, what each is for, and how to install them.

Ranked by Skillselion · adoption from the skills.sh registry & GitHub.

Side by side

Ha Mcp vs Marmot Data Catalog

 Ha McpMarmot Data Catalog
GitHub stars4.1k600
Installs00
Adoption rank (this phase)#3#8
Built forClaude CodeClaude Code
What it isComprehensive Model Context Protocol server for managing Home Assistant through AI assistants.Open-source data catalog. Search assets, explore lineage, and find ownership.
Installclaude mcp add HaMcp -- npx -y homeassistant-ai/ha-mcpclaude mcp add MarmotDataCatalog -- npx -y marmotdata/marmot
FAQ

Common questions

Ha Mcp vs Marmot Data Catalog: which is better for operate?

Ha Mcp ranks higher by adoption (4.1k vs 600 GitHub stars), but both are mcp servers for the Operate phase - choose by fit.

How do I install Ha Mcp?

Run: claude mcp add HaMcp -- npx -y homeassistant-ai/ha-mcp

How do I install Marmot Data Catalog?

Run: claude mcp add MarmotDataCatalog -- npx -y marmotdata/marmot

Keep exploring

More for the Operate phase

See the full ranked shortlist of best mcp server options for operate, browse every MCP Servers, or open the Operate phase hub.

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