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"Methods to Enhance Deep Research Capabilities" matching MCP servers:

  • Vectra AI MCP Server

    vectra-ai-research
    A
    license
    B
    quality
    B
    maintenance
    Connects AI assistants to the Vectra AI security platform to enable intelligent analysis of threat detection data and automated incident response workflows. It allows users to investigate threats, take response actions, and generate security reports using natural language.
    Last updated
    23
    5
    MIT

  • jaeger-mcp

    mshegolev
    A
    license
    A
    quality
    A
    maintenance
    Provides read-only access to Jaeger distributed tracing data through the Model Context Protocol. Enables Claude and other MCP-capable agents to search traces, inspect spans, and analyze service dependencies directly within conversations.
    Last updated
    12
    1
    MIT

  • AppDynamics MCP Server

    asafkiv
    F
    license
    A
    quality
    D
    maintenance
    A Model Context Protocol server that gives LLM clients full access to your AppDynamics monitoring data — plus the ability to create and manage dashboards and health rules.
    Last updated
    30
    4

  • MCP Defender (mcp

    trickyfalcon
    A
    license
    A
    quality
    D
    maintenance
    An MCP server for Microsoft Defender Advanced Hunting that enables AI assistants to investigate security events using natural language by translating queries to KQL and executing them against Defender.
    Last updated
    2
    MIT

  • plausible-whenever-mcp

    Schneckenhausmann
    A
    license
    A
    quality
    C
    maintenance
    MCP server that provides read access to Plausible Analytics data with natural-language date resolution, enabling users to query analytics like 'yesterday' or 'last week' without needing to know exact date formats.
    Last updated
    8
    MIT

  • New Relic MCP Server

    xelber
    F
    license
    A
    quality
    D
    maintenance
    Enables AI agents to access New Relic logs and APM data through the NerdGraph API. It allows users to execute NRQL queries, retrieve application performance metrics, and analyze transaction traces using natural language.
    Last updated
    6
    1

  • Prometheus MCP Server

    pab1it0
    A
    license
    A
    quality
    B
    maintenance
    Provides access to Prometheus metrics and queries through standardized Model Context Protocol interfaces, allowing AI assistants to execute PromQL queries and analyze metrics data.
    Last updated
    6
    504
    MIT

  • Karma MCP Server

    driosalido
    A
    license
    A
    quality
    B
    maintenance
    Enables Claude to interact with Karma Alert dashboard to monitor and analyze Kubernetes alerts. Provides tools to check alert status, filter by cluster/severity, get detailed alert information, and analyze alert statistics and trends.
    Last updated
    14
    1
    MIT

  • Matomo MCP Server

    thichcode
    A
    license
    A
    quality
    D
    maintenance
    A Model Context Protocol server that provides tools to interact with Matomo Analytics API, enabling management of sites, users, goals, segments, and access to analytics reports through a MCP interface.
    Last updated
    11
    2
    ISC

  • TunnelHub MCP

    tunnelhub
    A
    license
    A
    quality
    -
    maintenance
    Connects MCP clients to TunnelHub to monitor automations, inspect executions, and analyze logs or traces. It enables users to manage environments and troubleshoot integration failures through natural language commands.
    Last updated
    19

  • jdwp-mcp

    dronsv
    A
    license
    B
    quality
    C
    maintenance
    Сonnects to live JVMs via JDWP protocol, enabling LLM agents to autonomously debug Java applications — attach to a running process, pause threads, set breakpoints (including conditional), inspect stacks with auto-resolved object fields, evaluate methods, set variable values, and diagnose issues like deadlocks and hung queries.
    Last updated
    28
    1
    MIT