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  • mshegolev/kibana-mcp

    mshegolev
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    quality
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    maintenance
    MCP server for Kibana / Elasticsearch — log search, aggregations, index discovery, and dashboard browsing. Hits Elasticsearch REST API directly for log queries; falls back to Kibana Console proxy when no direct ES URL is configured. Supports ApiKey auth (best for agents), Basic auth, and anonymous access. All 5 tools are read-only (readOnlyHint: true). Returns structured JSON (outputSchema).
    Last updated
    5
    MIT

  • PCCheck MCP Server

    jjackk0k
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    maintenance
    Provides Claude with read-only access to PC diagnostics including hardware specs, live performance metrics, disk usage, network checks, and more, enabling natural language queries about PC health and performance.
    Last updated
    15
    MIT

  • WaveGuard

    gpartin
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    A
    quality
    C
    maintenance
    An MCP server that exposes GPU-accelerated anomaly detection to AI assistants via the Model Context Protocol. Provides two MCP tools: waveguard_scan (send training + test data in one call, returns per-sample anomaly scores and top explanatory features) and waveguard_health (check API and GPU status). Works on time series, JSON, numbers, text, and images — fully stateless.
    Last updated
    3
    4
    MIT

  • umami-mcp-server

    MurkyPuma
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    A
    quality
    C
    maintenance
    An MCP server that gives Claude read access to Umami web analytics, allowing natural language queries for stats, breakdowns, pageview trends, live visitors, and user journeys.
    Last updated
    10
    MIT

  • mcp-dotnet-diagnostics

    aayushmdesai
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    license
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    quality
    B
    maintenance
    Live .NET runtime diagnostics for AI assistants. Ask Claude to diagnose memory leaks, GC pressure, LOH fragmentation, and thread starvation in any running .NET process — no code changes required.
    Last updated
    7
    1
    MIT

  • mcp-telemetry

    arnavranjan005
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    maintenance
    Streams live progress from long-running MCP tool calls to any connected client. Instrument a tool call with mcp-telemetry-sdk, and telemetry_subscribe pushes its steps, logs, cost, and completion over notifications/progress — no polling, and a job started in one session can be watched from a different one.
    Last updated
    3
    6
    2
    MIT

  • memorydetective

    carloshpdoc
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    license
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    quality
    B
    maintenance
    iOS leak hunting and performance investigation. Reads .memgraph and .trace files, classifies retain cycles against a 34-pattern catalog with Swift fix templates, bridges to source via SourceKit-LSP. 28 MCP tools, 34 catalog resources, 5 investigation prompts.
    Last updated
    42
    158
    13
    Apache 2.0

  • CLS MCP Server

    Tinker-LGD2026
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    quality
    D
    maintenance
    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.
    Last updated
    24
    5
    Apache 2.0

  • tibet-pol-mcp

    Humotica
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    quality
    D
    maintenance
    MCP server for running infrastructure health checks with TIBET provenance. It enables users to define, execute, and audit process health checks with dependency chaining and drift tracking.
    Last updated
    6
    MIT

  • AgentLens

    agentkitai
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    A
    quality
    B
    maintenance
    AI-agent observability server whose distinguishing feature is a SHA-256 hash-chained, tamper-evident audit log with chain verification and signed export. Works with Claude Desktop, Cursor, and any MCP client.
    Last updated
    22
    2
    9
    MIT

  • @icjia/plausible-mcp

    ICJIA
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    license
    A
    quality
    D
    maintenance
    Enables querying a self-hosted Plausible Analytics instance to retrieve compressed analytics data such as overview stats, top pages, traffic sources, and trends, with computed deltas and human-readable filters.
    Last updated
    6
    2
    MIT

  • aiops-mcp

    rmednitzer
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    license
    A
    quality
    B
    maintenance
    A self-contained, security-first, EU-sovereign unified AI-operations MCP server that fuses a live bitemporal fleet model, a drift engine, and a tiered audited actuator into one control plane.
    Last updated
    5
    Apache 2.0

  • arthas-mcp

    HeavenC
    A
    license
    A
    quality
    C
    maintenance
    A Model Context Protocol server that connects AI agents to live Java processes via Alibaba Arthas, enabling real-time diagnostics, debugging, and performance analysis without code changes.
    Last updated
    25
    MIT