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

  • MCP Logging Assistant

    mcpassistant
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    Provides comprehensive logging and monitoring capabilities for MCP services with real-time log tailing, advanced search, error analysis, and anomaly detection. Enables centralized log aggregation, correlation tracking, and health monitoring across all MCP ecosystem services.
    Last updated

  • asset-management

    disin7c9
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    A local, read-only MCP server (plus CLI) over your own stock/ETF transaction log. A deterministic core computes drawdown-first risk with bootstrap confidence intervals and validates targets with walk-forward verdicts. The assistant narrates, but the number fence makes it structurally impossible for the model to produce a figure.
    Last updated
    10
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    AGPL 3.0

  • Log MCP Server

    thhart
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    Enables AI assistants to automatically inspect and analyze application runtime log files for debugging and troubleshooting. Supports monitoring multiple log directories simultaneously with tools for listing, reading, searching, and paginating through log files.
    Last updated
    8
    MIT

  • log-mcp

    ascii766164696D
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    MCP server for log file analysis. Gives LLMs the ability to efficiently analyze large log files without loading them into context.
    Last updated
    7
    95
    MIT
  • Log Reducer by launch-it-labs

    Log Reducerofficial

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

  • log-essence

    petebytes
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    Enables LLMs to analyze logs by extracting patterns, redacting secrets, and providing token-efficient summaries from files, Docker containers, or journald.
    Last updated
    3
    MIT

  • log-collector

    bonsai
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    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

  • Log Analyzer MCP

    Fato07
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    An MCP server for AI-powered log analysis that enables parsing, searching, and debugging across nine log formats directly within Claude. It features automated error extraction, sensitive data scanning, and streaming support for large log files.
    Last updated
    14
    5
    MIT

  • log-probe-mcp

    asynchroza
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    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-query-mcp

    tenbux
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    MCP server that exposes Discord and Twitch/Chatty chat log query tools to Claude Code, enabling searching messages, channel stats, user messages, and events from chat logs.
    Last updated
    7

  • MCP Variance Log

    truaxki
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    Agentic tool that looks for statistical variations in conversation structure and logs unusual events to a SQLite database. Built using the Model Context Protocol (MCP), this system is designed to be used with Claude Desktop or other MCP-compatible clients.
    Last updated
    8
    4
    MIT

  • git-log-mcp

    seekingalpha
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    Enables querying git commit history to analyze when and why code changes happened, providing authorship context and diffs for specific modules.
    Last updated
    Creative Commons Zero v1.0 Universal

  • Log Reader MCP

    hassansaadfr
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    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