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  • lograft

    nano-step
    A
    license
    A
    quality
    A
    maintenance
    MCP server that transforms raw log query results into structured incident reports (Markdown, JSON, HTML) with correlation to git commits and tickets.
    5
    7
    1
    MIT

  • mcp-it-ops

    bastiaan365
    F
    license
    A
    quality
    D
    maintenance
    Exposes homelab and IT-ops tools to Claude, including system health monitoring, Grafana alert states, Docker container status, Loki logs, SMART disk health, and more.
    8
    1

  • mcp-session-insight

    ArtLjn
    A
    license
    A
    quality
    A
    maintenance
    Enables AI assistants to query and analyze past Claude Code sessions, providing structured insights like file changes, decisions, errors, and git history across projects.
    11
    40
    1
    MIT

  • devpulse-mcp

    tao-izm
    A
    license
    A
    quality
    D
    maintenance
    Zero-config MCP server that gives AI coding assistants a real-time diagnostic snapshot of your local dev environment. Detects framework, running services, recent errors, git state, and provides a health diagnosis in one call.
    3
    18
    1
    MIT

  • MCP Prometheus

    yeonkyu-git
    F
    license
    C
    quality
    D
    maintenance
    An MCP server for Prometheus-based monitoring that enables users to query system metrics, resource usage, and PostgreSQL health across multiple environments. It supports both predefined diagnostic checks and custom PromQL execution for comprehensive server monitoring and troubleshooting.
    12
  • Log Reducer by launch-it-labs

    Log Reducerofficial

    launch-it-labs
    A
    license
    -
    quality
    D
    maintenance
    Reduces log files to remove noise and duplicate information, cutting tokens by 70-90% for AI agents, preserving only errors, warnings, and unique events.
    92
    MIT

  • verimcp

    rudranaresh0201
    A
    license
    -
    quality
    B
    maintenance
    A transparent MCP proxy that independently re-verifies tool-call claims instead of trusting them, paired with devmcp — the git/CI server it's proven against.
    1
    MIT

  • mcp-devenv

    dicoy
    A
    license
    -
    quality
    B
    maintenance
    An MCP server that gives your AI assistant full awareness of your local dev environment — running processes, Docker containers, git state, open ports, log files, and more.
    137
    1
    MIT

  • codinfy-agent-monitor

    bakalagoin
    F
    license
    -
    quality
    A
    maintenance
    Provides real-time monitoring of AI agents, context, usage limits, workflows, files, Git, tests, builds, errors, secrets, and model-economy advice for tools like Claude Code, Codex, and Cursor, with 30 MCP tools for comprehensive observability.
    1

  • remote-observer-mcp

    marutyan
    F
    license
    -
    quality
    B
    maintenance
    A read-only MCP server for observing registered local and SSH hosts, providing system, service, container, Git, and GPU status/log inspection through a closed-world registry without arbitrary shell access.

  • MCP Workflow Tracker

    Aceek
    F
    license
    -
    quality
    D
    maintenance
    Provides observability for multi-agent workflows by tracking hierarchical task structure, architectural decisions, reasoning, encountered problems, code modifications with Git diffs, and temporal metrics.
    39