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"Exploring RAG through defined workspaces" matching MCP servers:

  • Hybrid RAG MCP Server

    jiarongli517021911144
    A
    license
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    quality
    D
    maintenance
    A modular Retrieval-Augmented Generation (RAG) framework that provides hybrid search and knowledge retrieval capabilities via the Model Context Protocol. It enables users to integrate document-based knowledge into LLM workflows with support for dense/sparse retrieval, reranking, and observability.
    1
    MIT

  • SNC Cribl MCP

    atree1023
    A
    license
    A
    quality
    C
    maintenance
    Enables querying and exploring Cribl Stream and Edge deployments, providing access to worker groups, fleets, sources, destinations, pipelines, routes, event breakers, and lookups through a structured interface.
    7
    2
    MIT No Attribution

  • Grafana FastMCP Server

    sandersouza
    A
    license
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    quality
    D
    maintenance
    Enables MCP-compatible agents to interact with Grafana instances for searching, creating, and updating dashboards, exploring logs via Loki, querying datasources, managing alerts, incidents, and on-call shifts, and accessing observability data.
    8
    Apache 2.0

  • IonHour MCP Server

    ionhour
    A
    license
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    quality
    B
    maintenance
    Connects AI assistants to IonHour uptime monitoring workspaces to manage projects, monitoring checks, and incident responses. It enables users to view reliability metrics, send heartbeats, and manage status pages through natural language.
    36
    MIT

  • mcp-opensearch

    dmayan-ss
    A
    license
    -
    quality
    D
    maintenance
    Read-only MCP server for exploring and searching OpenSearch clusters, enabling log analysis, index exploration, and query execution.
    MIT

  • Azure Log Analytics MCP Server

    rasta26
    F
    license
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    quality
    D
    maintenance
    Enables querying and managing Azure Log Analytics workspaces using KQL (Kusto Query Language). Supports executing queries, managing saved queries, and exploring workspace tables and schemas with Service Principal authentication.

  • RunWhen Platform MCP

    runwhen-contrib
    A
    license
    A
    quality
    C
    maintenance
    Lets your coding agent talk to the RunWhen platform — workspace chat, issues, SLXs, run sessions, and the Tool Builder — over the Model Context Protocol. Enables workspace chat with AI assistant, task authoring via Tool Builder, and direct data access to workspaces, issues, SLXs, run sessions, and more.
    47
    1
    Apache 2.0
  • sifflet-mcp by siffletdata

    sifflet-mcpofficial

    siffletdata
    A
    license
    A
    quality
    C
    maintenance
    Enables data observability operations with the Sifflet platform. Supports exploring assets, monitors, incidents, generating monitor-as-code YAML from descriptions, and performing impact analysis.
    10
    7
    MIT

  • retrieval-lens

    Vbj1808
    A
    license
    A
    quality
    B
    maintenance
    A black-box flight recorder for RAG retrieval inside MCP agents. Logs what chunks the model saw, scores, sources, and rankings - so you can audit, replay, and diff retrieval runs after the fact.
    4
    15
    2
    MIT

  • Sentry MCP Server

    zereight
    F
    license
    B
    quality
    D
    maintenance
    Enables interaction with Sentry's error tracking platform to fetch and manage issue details, events, and project information through the Sentry API.
    4
    100
    1

  • Datadog MCP Server

    brukhabtu
    F
    license
    B
    quality
    -
    maintenance
    A Model Context Protocol server that enables AI assistants to interact with Datadog's observability platform through natural language.
    72

  • MCP Datadog Server

    ClaudioLazaro
    A
    license
    C
    quality
    A
    maintenance
    Enables interaction with Datadog APIs through automatically generated tools from Postman collections. Supports monitoring operations, log management, metrics submission, and other Datadog functionality through natural language.
    100
    113
    Apache 2.0
  • LogicMonitor MCP Server by logicmonitor

    LogicMonitor MCP Serverofficial

    logicmonitor
    A
    license
    -
    quality
    A
    maintenance
    Provides secure access to the LogicMonitor API, enabling AI assistants to manage monitoring infrastructure through natural language commands.
    36
    6
    Mozilla Public 2.0
  • runframe-mcp-server by runframe

    runframe-mcp-serverofficial

    runframe
    A
    license
    -
    quality
    C
    maintenance
    Enables managing incident response workflows including incidents, on-call, postmortems, and more through the Runframe platform using MCP tools.
    86
    4
    MIT

  • OTEL MCP Server

    krackenservices
    A
    license
    -
    quality
    C
    maintenance
    Enables querying and analyzing distributed traces from Jaeger, including service discovery, trace inspection, and performance analysis, through MCP tools.
    2
    Apache 2.0

  • Prometheus MCP Server

    bartest5
    A
    license
    -
    quality
    C
    maintenance
    MCP server that enables AI assistants to query and analyze Prometheus metrics through PromQL, with support for metric discovery and authentication.
    MIT