io.github.AnnasMazhar/pyspark-mcp

MCPcommunity
v0.0.4io.github.AnnasMazharUnknownUpdated 4mo agoGitHub

SQL to PySpark conversion, AWS Glue job generation, and Spark code optimization.

SQL migration assistance, AWS Glue job generation, and Spark code optimization — as an MCP server. SQL Dialect Transpilation — Convert between PostgreSQL, Oracle, Redshift, MySQL, Snowflake, and Spark SQL using SQLGlot PySpark DataFrame API Generation — Generate DataFrame API code from SQL with optimization hints AWS Glue Integration — Job templates, DynamicFrame conversions, Data Catalog…

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ClaudeCursorCopilotGemini

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4mo agoLast update
Package
Authorio.github.AnnasMazhar
LicenseUnknown
Version0.0.4
Sourcemcp-registry
GitHubAnnasMazhar/pyspark_mcp
SBOMCycloneDX 1.6 ↓
Trust Status
B
60/100Good
✓Listed in Forge index+10/10
—Publisher identity verified+0/20
→ Publisher: run `forge publish` from the package repo to claim ownership
—Ed25519 publish signature+0/5
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—Domain verification+0/5
→ Publisher: host /.well-known/forge.json on the package homepage with { "publisher": "<github-login>" }
—npm Trusted Publishing (Sigstore)+0/5
→ Publish from GitHub Actions with --provenance so the attestation binds this package to this repo
—npm maintainer match+0/5
→ Earned once your identity is verified above and that login is an npm maintainer of this package
✓CVE scan · clean+30/30
✓Static analysis · clean+20/20
Paste into Claude Code, Cursor, or any AI assistant to fix all gaps
StatusCommunity-indexed
PublisherUnverified
SignatureUnsigned
Domain—
Provenance—
DependenciesNot audited
Tool surface—
Security scan✓ Cleanv0.0.4 · 3mo agoHow well does this scan work?
EvalsNone
IndexedJun 13, 2026

Verification confirms publisher identity (repo ownership), not code safety. The security scan covers known CVEs and suspicious install scripts.

Tools

No tool declarations found in the source3mo ago

Forge read 0 source files from the published package tarball and matched no MCP tool registrations. Extraction is pattern-based over shipped source: a server that builds its tool list at runtime, or that ships only bundled or minified code, registers nothing this can see. Treat it as “not detected”, not as “exposes none”.

About

SQL migration assistance, AWS Glue job generation, and Spark code optimization — as an MCP server. SQL Dialect Transpilation — Convert between PostgreSQL, Oracle, Redshift, MySQL, Snowflake, and Spark SQL using SQLGlot PySpark DataFrame API Generation — Generate DataFrame API code from SQL with optimization hints AWS Glue Integration — Job templates, DynamicFrame conversions, Data Catalog definitions, S3 optimization strategies Batch Processing — Process hundreds of SQL files concurrently Code…

Keywords
mcp
Alternatives
Comparing tool surfaces…

No dependency coverage

Forge's dependency resolver reads npm metadata only, so this PyPI package has no resolved tree. That is a gap in coverage, not a clean bill of health.