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"A server for centralized logging and log management" matching MCP servers:

  • md-log-mcp by md-log

    md-log-mcpofficial

    md-log
    A
    license
    A
    quality
    B
    maintenance
    An MCP server that lets AI coding agents save immutable, versioned Markdown reports into md-log, a human-in-the-loop review and archive layer for vibe coding.
    Last updated
    15
    387
    3
    MIT
  • 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.
    Last updated
    92
    MIT

  • log-collector

    bonsai
    A
    license
    -
    quality
    C
    maintenance
    MCP server for collecting and analyzing CLI/web server error logs. Enables watching log files/directories, parsing common error patterns, and querying/analyzing logs through natural language.
    Last updated
    33
    MIT

  • Google Cloud Logging MCP

    swen128
    A
    license
    -
    quality
    F
    maintenance
    Enables AI assistants to query, search, and analyze logs across Google Cloud Platform projects. It supports advanced filtering by severity or resource type and provides detailed log entry retrieval and project listing capabilities.
    Last updated
    45
    11
    MIT

  • log-probe-mcp

    asynchroza
    A
    license
    A
    quality
    C
    maintenance
    Enables MCP-compatible coding agents to debug applications using runtime log data, by providing tools to start a local log-ingestion server, track debugging sessions and hypotheses, and correlate logs to specific executions.
    Last updated
    19
    MIT

  • Log Reader MCP

    hassansaadfr
    A
    license
    -
    quality
    C
    maintenance
    An MCP server that provides AI assistants with direct access to application logs for on-demand searching, filtering, and analysis. It enables tools like Cursor to summarize log entries and identify errors within the development environment to streamline debugging.
    Last updated
    30
    7
    MIT

  • Ad Review Log MCP

    thevarungrovers
    F
    license
    -
    quality
    C
    maintenance
    Acts as a persistent log of ad creative reviews. Stores each review's ad name, funnel stage, score, media link, and full review text so agents can look back at how past creatives were scored.
    Last updated
  • Apex Log MCP Server by certinia

    Apex Log MCP Serverofficial

    certinia
    A
    license
    A
    quality
    C
    maintenance
    An MCP server that gives AI assistants tools to analyze Salesforce Apex debug logs for performance bottlenecks, slow methods, and governor limit usage.
    Last updated
    3
    43
    17
    BSD 3-Clause

  • Azure Cost Management MCP

    bigonil
    F
    license
    A
    quality
    D
    maintenance
    Integrates Azure Cost Management APIs via MCP, enabling cost queries, forecasts, budgets, and Advisor recommendations through natural language in compatible clients.
    Last updated
    9

  • AI HR Management Toolkit

    XJTLUmedia
    A
    license
    A
    quality
    D
    maintenance
    Manage Job using MCP: Manage Job, Candidates, Resumes, Salaries all within this one MCP tools It can solve problems like: You have 50 resumes to screen. Your AI assistant can reason about candidates, but it can't: Read PDFs/DOCX — The AI can't open binary files Extract structured data — Copy-pasting loses formatting, metrics, and context Compare at scale — No consistent scoring across candida
    Last updated
    24
    51
    1
    MIT

  • Cost Management MCP

    knishioka
    A
    license
    B
    quality
    D
    maintenance
    An MCP server for unified cost tracking and analysis across AWS, OpenAI, and Anthropic. It enables users to query expenditures, compare costs across providers, and analyze usage trends through natural language.
    Last updated
    10
    MIT

  • GCP Billing and Monitoring MCP

    RadiumGu
    A
    license
    C
    quality
    D
    maintenance
    Enables interaction with Google Cloud services including billing cost analysis, log querying, and metrics monitoring through natural language commands. Provides comprehensive tools for managing GCP resources, analyzing costs, detecting anomalies, and retrieving operational insights.
    Last updated
    40
    1
    Apache 2.0