Install payload
Install payload is mixed and needs spot-checking.
67% (2/3)
Select entries to compare install and trust signals side by side.
3 results in this view
1 trust signal differs in this sample: Submitter
Signals differ on Submitter — add entries to compare before you install.
Rollout signal scan
Biggest gaps: package integrity. 0 entries have 2+ required gaps.
Install payload
Install payload is mixed and needs spot-checking.
67% (2/3)
Most at-risk entries in this view
Adoption queue
0/3 visible results are ready for staged adoption under this preset.
No required blockers for this preset.
64/100
Collect package checksum or signed artifact information.
tools/qwen-agent · trust review · confidence 83%
No required blockers for this preset.
64/100
Collect package checksum or signed artifact information.
mcp/shadcn-ui-mcp-server · trust review · confidence 83%
1 blockers: Install payload
50/100
Add install/config payload for reproducible team rollout.
Collect package checksum or signed artifact information.
tools/gradio · trust review · confidence 67%
Decision confidence
0/3 results are high-confidence for the selected preset.
Address Package integrity before broader rollout.
68/100
tools/qwen-agent · trust review
Address Package integrity before broader rollout.
68/100
mcp/shadcn-ui-mcp-server · trust review
Address Package integrity, Install payload before broader rollout.
50/100
tools/gradio · trust review
Freshness distribution
Median age 44 days; all 3 scanned entries are within 90 days.
Theme distribution
67% of this view shares the top theme. Leading themes: python, agents, code-interpreter.
14 distinct themes across 3 scanned
Open-source Qwen agent framework for building LLM applications with function calling, tools, planning, memory, RAG, MCP support, Docker-based code interpreter, Gradio GUI demos, BrowserQwen, Custom Assistant, and Qwen Chat backend usage.
MCP server that gives Claude access to shadcn/ui component source, demos, blocks, metadata, and multi-framework implementations.
Apache-2.0 Python framework for building and sharing machine-learning demos, AI web apps, model interfaces, chatbots, API front ends, and interactive evaluation tools.