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  • F
    license
    A
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    maintenance
    An MCP server that enables natural language querying and troubleshooting of Kubernetes clusters, supporting multi-cluster switching and providing tools for pods, nodes, events, and logs.
    8
  • A
    license
    A
    quality
    B
    maintenance
    Provides transactional intelligence for AI agents, enabling safe tool execution with pre-flight invariant checks, sub-second filesystem snapshots/rollback, causal tracing, belief contradiction detection, and 15 native MCP tools for Claude Code.
    15
    MIT
  • A
    license
    B
    quality
    C
    maintenance
    Enables interaction with Google Cloud Platform services through gcloud CLI, supporting operations like querying logs, checking Cloud Run status, managing secrets, executing Cloud SQL queries, and monitoring billing information.
    11
    14
    1
    MIT
  • A
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    maintenance
    Enables interaction with FireHydrant's incident management API through the Model Context Protocol. Provides programmatic access to FireHydrant's features for managing incidents, retrospectives, and operational workflows.
    2,735
    5
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI assistants to interact with self-hosted Dynatrace Managed environments to retrieve observability data, security insights, and performance metrics. It allows users to query problems, logs, events, and SLOs through natural language interfaces in both local and remote modes.
    619
    28
    Apache 2.0
  • A
    license
    Not graded
    quality
    A
    maintenance
    A remote MCP server that enables real-time interaction with the Dynatrace observability platform, bringing production-level monitoring data directly into development workflows.
    20,178
    136
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    An MCP server that enables AI assistants to query and explore your OpenObserve observability data. Provides read-only access to logs, metrics, and traces for analysis and troubleshooting.
    5
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    A self-hosted governance layer for MCP servers that enforces policies, audits tool calls, and manages approvals for AI agents.
    11
    AGPL 3.0