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    A read-only MCP server exposing SLURM, GPFS, Prometheus (node exporter + DCGM GPU metrics) and generic Elasticsearch exploration as diagnostic tools for LLM-based HPC support assistants.
    Apache 2.0
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    Enables real-time system monitoring and automation through MCP protocol with SSE transport, integrating with n8n workflows to check system health, query logs, and retrieve metrics from ABC system APIs. Supports natural language queries in Vietnamese and English for seamless system administration.
    MIT
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    A Model Context Protocol server that lets AI assistants interact with the Sentry API to retrieve and analyze error data, manage projects, and monitor application performance.
    11
    12
    ISC
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    Enables real-time data streaming through Server-Sent Events with timestamp broadcasting and server monitoring capabilities. Optimized for deployment on Render.com with health checks and status endpoints.
    430 npm
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    MCP server and CLI for Gotify that lets agents send push notifications, check server health, list messages, and manage Gotify apps and clients over stdio or streamable HTTP, with authentication support.
    2
    AGPL 3.0
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    Enables coding agents to read performance findings from sixty, get detailed evidence for each finding, and close or resolve them with descriptions, while also checking service telemetry and providing installation instructions.
    6
    8 npm
    MIT
  • A
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    Uptime monitoring from your AI agent: create and diagnose checks (40 types: HTTP, TCP, DNS, SSL, ICMP, databases, message queues and more), read results and incidents, and manage status pages and maintenance windows. Built into the self-hostable SolidPing server, served over streamable HTTP at /api/v1/mcp.
    23
    28
    AGPL 3.0
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    An MCP server for Grafana Loki that enables LLMs to query, tail, and analyze logs, featuring fuzzy container-name matching, compact output, and tools for log patterns, volume, and label discovery. It can run as a local stdio server or a containerized HTTP service.
    9
    MIT
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    Enables agents to interact with a GlitchTip instance for issues, events, projects, releases, alerts, uptime monitors, performance, and more via stdio or HTTP.
    4
    8 npm
    Apache 2.0
  • F
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    Read-only MCP adapter for the Dockhand REST API, enabling secure querying of container environments, networks, stacks, and runtime status via STDIO or authenticated HTTP.
    8
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    A read-only MCP server that bridges AI assistants to SAP Cloud ALM, exposing read APIs through four intent-based tools. It runs locally over stdio or remotely over Streamable HTTP, and can be deployed to SAP BTP Cloud Foundry.
    4
    4
    MIT
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    Enables AI tools that support the Model Context Protocol to query Plausible Analytics traffic and conversion data, break metrics down by page, source, country, device, and UTM parameters, and compare two date ranges side by side. All query tools are read-only and work with either a hosted bring-your-own-key endpoint or a local STDIO install.
    4
    29 npm
    MIT
  • A
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    Gives any MCP client outcome-oriented tools to find official primary-source documents, read their facts with provenance, count the corpus, and check ingestion-pipeline health. Runs over stdio locally or as a bearer-token Streamable HTTP service, with toolsets enabled per deployment.
    1
    MIT
  • A
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    Enables MCP clients to query Google Analytics 4 read-only, covering core, realtime, funnel and conversions reports plus account, property, Ads-link, annotation and custom-definition data. Authenticates with a service account key and can run over stdio or streamable HTTP, returning compact per-row results.
    9
    Apache 2.0
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    A minimal MCP server that exposes health-check and server information tools over stdio or HTTP, and can be containerized and deployed to IBM Code Engine.
    2
    Apache 2.0
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    Official initMAX MCP server exposing the Zabbix API to AI assistants for monitoring and managing hosts, problems, templates, dashboards, and multiple Zabbix instances. Includes correlated monitoring views, graphs, anomaly detection, capacity forecasts, and PDF reports, with scoped tokens, read-only modes, OAuth 2.1, and an admin portal. Supports Streamable HTTP, SSE, and stdio.
    86
    247
    AGPL 3.0
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    Enables Meta Ads account, campaign, ad set, creative, audience, and budget management alongside deterministic marketing growth analytics such as ROAS, CPA, CTR, anomaly detection, cohort retention, and evidence packets. Supports stdio and Streamable HTTP transports with local OAuth or bearer-token authentication.
    47
    Business Source 1.1
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    Enables AI agents to control and monitor Veeam Backup & Replication v13 infrastructure through 328 MCP tools using the official REST API. Supports both stdio mode for local clients like Claude Desktop and streamable HTTP mode for remote integration with platforms like Dify.
    100
    ISC
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    Enables secure, configurable access to one or more Syncthing instances over MCP, with read-only defaults and opt-in write, destructive, and administrative operations. Supports stdio and authenticated Streamable HTTP transports, typed tools, bounded responses, and multi-instance configuration.
    40
    MIT
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    Model Context Protocol server for managing and diagnosing GlassFlow streaming pipelines, exposing pipeline CRUD, metrics queries, log search, and a composite diagnostic tool as MCP tools that AI agents can call over SSE transport.
    Apache 2.0
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    Connects AI assistants to xyOps through Streamable HTTP, exposing tools for events, jobs, tickets, alert invocations, monitoring snapshots, and servers with API-key-scoped access.
    134 npm
    MIT
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    Enables an AI assistant to set up and manage server-side conversion tracking by connecting ad platforms like Google Ads, Meta, and GA4, building and publishing conversion flows that fire when forms are submitted, installing tracking snippets, and reviewing conversion events. It also supports diagnosing missing conversions and excluding internal traffic, all through a hosted connector authorized against the user's own account.
    MIT
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    Official Hyperping MCP server for uptime, API, cron and server monitoring. 26 tools covering monitors, outages and timelines, uptime, response time, MTTR and MTTA, on-call schedules and escalation policies, over a remote Streamable HTTP endpoint with Bearer token auth and no install.
    1
    MIT