Install payload
Install payload is sparse; verify before rollout decisions.
33% (1/3)
Browse the directory
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Showing 3 resources for "mlops"
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Active
Privacy notes filter active — add entries to compare trust side by side.
Trust snapshot
3 results in this view
Claimed
0%(0/3)
1 trust signal differs in this sample: Submitter
Signals differ on Submitter — add entries to compare before you install.
Rollout signal scan
3 rollout risk signals in current results
Biggest gaps: metadata review, package integrity. 0 entries have 2+ required gaps.
risk
Most at-risk entries in this view
Adoption queue
Browse adoption queue · balanced
2/3 visible results are in hold tier and need mitigation before adoption.
ready 0caution 1hold 2
Weights & Biases 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/wandb-mcp-server · trust review · confidence 67%
DVC
2 blockers: Metadata review, Install payload
hold
36/100
Request metadata review from maintainers or internal owners.
Add install/config payload for reproducible team rollout.
Collect package checksum or signed artifact information.
tools/dvc · trust review · confidence 50%
Evidently
2 blockers: Metadata review, Install payload
hold
36/100
Request metadata review from maintainers or internal owners.
Add install/config payload for reproducible team rollout.
Collect package checksum or signed artifact information.
tools/evidently · trust review · confidence 50%
Decision confidence
Decision confidence scan · balanced
2/3 results are low-confidence and need review before adoption.
high 0medium 1low 2
Weights & Biases MCP Server for Claude
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
mcp/wandb-mcp-server · trust review
DVC
Hold adoption until Metadata review, Package integrity are resolved.
low
36/100
Missing: Metadata reviewMissing: Package integrityMissing: Install payload
tools/dvc · trust review
Evidently
Hold adoption until Metadata review, Package integrity are resolved.
low
36/100
Missing: Metadata reviewMissing: Package integrityMissing: Install payload
tools/evidently · trust review
Freshness distribution
Current results are broadly fresh
Median age 55 days; all 3 scanned entries are within 90 days.
Theme distribution
Results center on mlops
100% of this view shares the top theme. Leading themes: mlops, observability, data-versioning.
- mlops100% (3)
- observability67% (2)
- data-versioning33% (1)
- evaluation33% (1)
- experiment-tracking33% (1)
- pipelines33% (1)
- weave33% (1)
- weights-and-biases33% (1)
8 distinct themes across 3 scanned
Connect Claude to Weights & Biases — query runs, metrics, and experiments, analyze Weave traces, inspect registries and artifacts, and create reports — with the official W&B MCP server.
DVCby Iterative · submitted by oktofeesh1
Open-source data and model versioning tool for tracking datasets, ML artifacts, pipelines, experiments, metrics, and remote storage alongside Git.
Evidentlyby Evidently AI · submitted by oktofeesh1
Open-source ML and LLM observability framework for evaluating, testing, and monitoring data quality, drift, model behavior, and AI application outputs.