Install payload
Install payload is mixed and needs spot-checking.
50% (2/4)
Browse the directory
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Showing 4 resources for "prompt-management"
Saved
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Active
Source-backed filter active — add entries to compare trust side by side.
Trust snapshot
4 results in this view
Claimed
0%(0/4)
1 trust signal differs in this sample: Submitter
Signals differ on 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.
watch
Adoption queue
Browse adoption queue · balanced
2/4 visible results are in hold tier and need mitigation before adoption.
ready 0caution 2hold 2
Arize Phoenix 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/arize-phoenix-mcp-server · trust review · confidence 67%
Opik 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/opik-mcp-server · trust review · confidence 67%
Agenta
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/agenta · trust review · confidence 50%
MLflow
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/mlflow · trust review · confidence 50%
Decision confidence
Decision confidence scan · balanced
2/4 results are low-confidence and need review before adoption.
high 0medium 2low 2
Arize Phoenix MCP Server for Claude
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
mcp/arize-phoenix-mcp-server · trust review
Opik MCP Server for Claude
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
mcp/opik-mcp-server · trust review
Agenta
Hold adoption until Metadata review, Package integrity are resolved.
low
36/100
Missing: Metadata reviewMissing: Package integrityMissing: Install payload
tools/agenta · trust review
MLflow
Hold adoption until Metadata review, Package integrity are resolved.
low
36/100
Missing: Metadata reviewMissing: Package integrityMissing: Install payload
tools/mlflow · trust review
Freshness distribution
Current results are broadly fresh
Median age 48 days; all 4 scanned entries are within 90 days.
Theme distribution
Results center on prompt-management
100% of this view shares the top theme. Leading themes: prompt-management, evaluation, evals.
- prompt-management100% (4)
- evaluation75% (3)
- evals50% (2)
- llm-observability50% (2)
- tracing50% (2)
- ai-observability25% (1)
- arize-phoenix25% (1)
- comet25% (1)
12 distinct themes across 4 scanned
Inspect LLM traces and spans, manage prompts, explore datasets, and review evaluation experiments from Claude — with the official Arize Phoenix MCP server, built into the open-source Phoenix AI observability platform.
Debug, evaluate, and monitor LLM applications from Claude — read traces and spans, score outputs, save prompts, run evaluation experiments, and query project metrics — with the official Opik MCP server by Comet.
Agentaby Agenta · submitted by oktofeesh1
Open-source LLMOps platform for prompt management, prompt versioning, evaluation, and observability across LLM applications.
MLflowby MLflow Project · submitted by oktofeesh1
Open-source AI engineering platform for tracing, evaluating, prompt-managing, and deploying agents, LLM applications, and ML models.