hamilton-mcp
hamilton-mcp is a Data pipelines & ETL skill for AI agents, published by apache in the hamilton repository on GitHub. Skillspace rates hamilton-mcp D (64/100) and it passed the safety scan; the rating is based on static analysis only.
Interactive Hamilton DAG development via MCP tools. Validate, visualize, scaffold, and execute Hamilton pipelines without leaving the conversation. Use when building or debugging Hamilton dataflows interactively.
- Grade
- D
- Quality
- 64 / 100
- Safety
- Passed
- GitHub stars
- 2,551
Unproven: rated by static analysis only, not yet compared head-to-head.
Our two independent classifiers differ on this skill's category, so treat the placement as provisional.
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 100 / 100
- Maturity
- Basic: a single SKILL.md
- Security scan
- Low-risk patterns
- License
- Apache-2.0
- Adoption
- Adopted by 0 other repositories, in 0 collections
- Scope
- Vendor-specific: built around one product. Using Apache Hamilton's MCP server; public open-source product.
What the scanner flagged
- over-broad allowed-tools ('*')
Not checked yet
- Not judged on the rubric yet (not a contender in its category)
- No blind task eval yet
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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