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    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
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    Read-only MCP server for InfluxDB v1 that lets Claude query and explore time-series data using InfluxQL.
    7
    MIT
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    Provides access to Alpha ESS solar inverter and battery system data, enabling monitoring of energy statistics, real-time power data, and configuration of battery charging and discharge schedules through the Alpha ESS Open API.
    10
    MIT
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    Provides a suite of 33 tools for interacting with Tencent Cloud Log Service (CLS), enabling log analysis, PromQL metrics queries, and resource management. It allows AI assistants to perform CQL/SQL retrieval, manage alarm strategies, and handle data processing tasks with tiered permission controls.
    24
    6
    Apache 2.0
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    A read-only MCP server that lets MCP clients such as Cursor and Claude Desktop query a Cisco Secure Workload (Tetration) cluster in plain English. It exposes tools for scopes, sensors, flows, workspaces, policies, and CVE/package vulnerability data, so users can ask posture, blast-radius, and exposure questions without writing HMAC-signed API calls.
    15
    Apache 2.0
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    Enables querying sensors, devices, groups, channels, historical data, and system status from a PRTG Network Monitor instance via the classic PRTG HTTP API.
    9
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    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.
    18
    845 npm
    33
    Apache 2.0
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    Read-only MCP server for self-hosted Airbyte OSS 1.6.x, enabling monitoring of connections, jobs, and health via public and internal APIs. Optionally supports triggering syncs and canceling jobs.
    9
    MIT
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    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.
    315 npm
    5
    MIT
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    Enables large language models to directly access Tencent Cloud Log Service for log search, metric queries, and alarm management without code.
    291 npm
    14
    Apache 2.0
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    maintenance
    A remote MCP server that enables real-time interaction with the Dynatrace observability platform, bringing production-level monitoring data directly into development workflows.
    11,791 npm
    137
    MIT
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    Enables MCP-compatible applications to execute CrowdStrike NGSIEM security event searches with query validation and schema discovery.
    6
    GPL 3.0
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    Enables comprehensive NIST Cybersecurity Framework 2.0 assessments with 40+ MCP tools for maturity scoring, gap analysis, implementation planning, risk assessment, and executive reporting across 740 security questions.
    67
    MIT
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    Enables Claude and other MCP clients to troubleshoot and, with an optional admin account, manage Citrix NetScaler / ADC appliances over the NITRO REST API, with read-only tools by default plus a sandboxed SSH path for counters and newnslog events. It is HA-aware, supports multiple appliances and local stdio or hosted HTTP with per-user roles and write auditing.
    4
    MIT
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    这是面向智能运维场景的 MCP 工具服务,让 Agent 能够按需检索日志内容并获取主机与应用的监控指标数据。它把实时的日志与指标证据接入 Plan-Execute-Replan 诊断流程,从而支撑自动故障排查与根因分析。
    3
    MIT
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    An MCP server that pulls PageSpeed Insights and Google Search Console data across multiple owned sites, enabling cross-site performance reports and synthesis via Claude.
    MIT
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    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