Install payload
Install payload is mixed and needs spot-checking.
60% (3/5)
Browse the directory
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Showing 5 resources for "prompt-management"
Saved
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Active
Privacy notes filter active — add entries to compare trust side by side.
Trust snapshot
5 results in this view
Claimed
0%(0/5)
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.
watch
Adoption queue
Browse adoption queue · balanced
2/5 visible results are in hold tier and need mitigation before adoption.
ready 0caution 3hold 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%
Langfuse Docs 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/langfuse-docs-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
2/5 results are low-confidence and need review before adoption.
high 0medium 3low 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
Langfuse Docs MCP Server for Claude
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
mcp/langfuse-docs-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 40 days; all 5 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, evals, evaluation.
- prompt-management100% (5)
- evals60% (3)
- evaluation60% (3)
- tracing60% (3)
- llm-observability40% (2)
- observability40% (2)
- ai-observability20% (1)
- arize-phoenix20% (1)
15 distinct themes across 5 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.
Connect Claude Code, Cursor, Copilot, Windsurf, and other MCP clients to the public Langfuse documentation MCP server for tracing, prompt management, evaluation, and agent observability implementation help.