Install payload
Install payload is broadly covered in current results.
100% (6/6)
Browse the directory
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Showing 6 resources for "data-analysis"
Saved
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Select entries to compare install and trust signals side by side.
Trust snapshot
6 results in this view
Claimed
0%(0/6)
2 trust signals differ in this sample: Source provenance, Submitter
Signals differ on Source provenance, Submitter — add entries to compare before you install.
Rollout signal scan
2 rollout risk signals in current results
Biggest gaps: metadata review, package integrity. 0 entries have 2+ required gaps.
good
Adoption queue
Browse adoption queue · balanced
0/6 visible results are ready for staged adoption under this preset.
ready 0caution 6hold 0
AntV MCP Server Chart
1 blockers: Metadata review
caution
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
mcp/antv-mcp-server-chart · trust review · confidence 67%
Excel MCP Server
1 blockers: Metadata review
caution
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
mcp/excel-mcp-server · trust review · confidence 67%
Jupytext Reproducible Notebook Agent
1 blockers: Metadata review
caution
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
agents/jupytext-reproducible-notebook-agent · trust review · confidence 67%
Notebook Analytics Workbench
1 blockers: Metadata review
caution
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
collections/notebook-analytics-workbench · trust review · confidence 67%
Privacy-First Research Workflow
1 blockers: Metadata review
caution
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
collections/privacy-first-research-workflow · trust review · confidence 67%
SpotDB MCP Server for Claude
1 blockers: Metadata review
caution
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
mcp/ai-aliengiraffe-spotdb-mcp-server · trust review · confidence 67%
Decision confidence
Decision confidence scan · balanced
0/6 results are high-confidence for the selected preset.
high 0medium 6low 0
AntV MCP Server Chart
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
mcp/antv-mcp-server-chart · trust review
Excel MCP Server
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
mcp/excel-mcp-server · trust review
Jupytext Reproducible Notebook Agent
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
agents/jupytext-reproducible-notebook-agent · trust review
Notebook Analytics Workbench
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
collections/notebook-analytics-workbench · trust review
Privacy-First Research Workflow
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
collections/privacy-first-research-workflow · trust review
SpotDB MCP Server for Claude
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
mcp/ai-aliengiraffe-spotdb-mcp-server · trust review
Freshness distribution
Current results are broadly fresh
Median age 53 days; all 6 scanned entries are within 90 days.
Theme distribution
Results center on data-analysis
100% of this view shares the top theme. Leading themes: data-analysis, notebooks, charts.
- data-analysis100% (6)
- notebooks50% (3)
- charts33% (2)
- duckdb33% (2)
- analytics17% (1)
- antv17% (1)
- data-quality17% (1)
- diagrams17% (1)
25 distinct themes across 6 scanned
SpotDB MCP Server for Claudeby Alien Giraffe · submitted by kiannidev
SpotDB local MCP server that exposes an ephemeral DuckDB sandbox for AI agents to upload CSV data, run guarded SQL queries, and explore datasets without touching production databases.
AntV MCP Server Chartby AntV · submitted by oktofeesh1
Visualization MCP server for generating charts, diagrams, maps, graphs, spreadsheets, and data-analysis visuals with AntV.
Excel MCP Serverby haris-musa · submitted by oktofeesh1
MCP server for creating, reading, updating, formatting, charting, validating, and analyzing Excel workbooks without requiring Microsoft Excel.
Source-backed agent for reviewing local-first Jupyter notebook workflows that use Jupytext text notebooks, paired notebooks, command-line sync, and version-control friendly reproducibility checks.
A source-backed collection for reproducible data analysis and notebook work: Marimo notebooks, DuckDB analytical SQL, Polars DataFrames, Hugging Face Datasets loading, Great Expectations quality checks, and Streamlit sharing.
A source-backed collection for private research workflows: local-first planning, reproducible notebooks, local analytical processing, redaction, human review datasets, trace review, and secret scanning before outputs are shared.