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"How to review merge requests in GitLab" matching MCP servers:

  • GitLab CI MCP Server

    3viky
    A
    license
    -
    quality
    -
    maintenance
    Enables AI agents to monitor and debug GitLab CI/CD pipelines by providing tools to list pipelines, retrieve job logs, and analyze failure root causes. It features automated error pattern extraction and failure analysis to streamline pipeline troubleshooting.

  • Shepherd MCP

    neuralis-in
    A
    license
    B
    quality
    D
    maintenance
    Enables AI assistants to query and analyze AI agent sessions from observability providers like Shepherd (AIOBS) and Langfuse, allowing users to debug agent runs, compare sessions, track performance, and analyze LLM usage patterns.
    18
    MIT

  • n8n Advisor

    m2ai-mcp-servers
    A
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to review workflow status in n8n instances, including active/inactive counts and workflows with recent errors.
    1
    MIT

  • TractorBeeam365 MCP

    Ringosystems
    A
    license
    -
    quality
    B
    maintenance
    A Model Context Protocol server that connects to Veeam Backup for Microsoft 365 to review backup configuration, find protection gaps, and optionally run jobs and restores with opt-in safety controls.
    2
    MIT

  • gripe-mcp

    retospect
    A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to self-report bugs, ambiguities, and improvement requests via a single report_issue tool, logging to PostgreSQL or JSONL with severity and mode classification.
    1
    LGPL 3.0

  • Tusk Drift MCP

    Use-Tusk
    A
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to search, analyze, and debug application API traffic captured by Tusk Drift, including HTTP requests, database queries, distributed traces, latency metrics, and error rates.
    6
    30
    5
    MIT

  • competlab-mcp-server

    competlab
    A
    license
    A
    quality
    B
    maintenance
    Competitive intelligence platform with 24 tools. Monitor competitor pricing, content, positioning, tech stacks, and AI visibility — track how ChatGPT, Claude, and Gemini rank your brand.
    33
    2
    MIT

  • shadow-monitor-mcp

    yurii-mandzii
    A
    license
    A
    quality
    A
    maintenance
    Enables AI agents to inspect Shadow Monitor capture files locally, with tools to load bundles, find errors, search network requests, and replay user actions.
    11
    26
    1
    MIT

  • ethereum-validator-queue-mcp

    kukapay
    A
    license
    A
    quality
    F
    maintenance
    An MCP server that tracks Ethereum’s validator activation and exit queues in real time, enabling AI agents to monitor staking dynamics and network participation trends.
    3
    2
    MIT

  • VibeCheck MCP

    kosbay
    A
    license
    A
    quality
    B
    maintenance
    MCP server for VibeCheck bug reports. Gives AI assistants direct access to screen recordings, console logs, network requests, user actions, and web vitals — right inside your editor.
    5
    22
    MIT

  • mcp-sap-cpi

    Keelside
    A
    license
    A
    quality
    D
    maintenance
    Connects Claude to SAP Cloud Platform Integration (CPI) to diagnose failed messages, review iFlows, deploy artifacts, and check credentials directly from your conversation.
    13
    6
    MIT

  • clarity-mcp-multi

    Oak1997
    A
    license
    A
    quality
    C
    maintenance
    Enables managing multiple Microsoft Clarity projects by routing requests per client name using a token map, proxying the official Clarity MCP server with tools to list and switch clients.
    5
    11
    MIT

  • health-monitor-mcp

    oaslananka
    A
    license
    A
    quality
    B
    maintenance
    MCP server for monitoring health of MCP servers, GitHub Actions, GitLab pipelines, and HTTP endpoints with health history, TLS expiry, assertions, diagnostics, and alerts.
    22
    88
    2
    MIT

  • foreman

    YashNirwan
    A
    license
    A
    quality
    C
    maintenance
    Enables agents to query warehouse safety review results, including verified alerts, semantic timeline search, and audit logs of rejected detections.
    7
    MIT

  • io.github.AIops-tools/network

    AIops-tools
    A
    license
    A
    quality
    B
    maintenance
    Provides MCP tools for governed multi-vendor network device operations, including configuration management (backup, diff, merge, replace, rollback) and read-only queries (facts, interfaces, BGP, LLDP, ARP) via NAPALM, with optional NetBox source-of-truth integration.
    33
    MIT

  • rollbar-mcp

    andreimaxim
    F
    license
    A
    quality
    B
    maintenance
    A read-only MCP server for Rollbar investigations, enabling listing configured environments and making authenticated GET requests to the Rollbar API.
    2
    0

  • Android Proxy MCP

    zhizhuodemao
    A
    license
    A
    quality
    F
    maintenance
    An MCP server that enables AI assistants to capture and analyze HTTP/HTTPS traffic from Android devices. It supports smart searching of network requests and provides tools for detailed traffic analysis via natural language.
    11
    213
    MIT