A
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qualityA
maintenanceEnables LLMs to analyze logs by extracting patterns, redacting secrets, and providing token-efficient summaries from files, Docker containers, or journald.
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"Extracting Orders from PDF Files" matching MCP servers:
- Alicense-qualityCmaintenanceExposes configured log files as MCP tools, enabling agents to list, query, and follow logs from local and SSH sources.Last updatedMIT
- Flicense-qualityBmaintenanceMCP server to start, monitor, search, and detect errors in logs from any project, even those without log files.Last updated
- Flicense-qualityBmaintenanceEnables secure analysis of log files by listing, summarizing, and searching for error patterns, with defenses against path traversal, symlink attacks, and data leakage.Last updated
- Alicense-qualityAmaintenanceMCP server exposing rlg (RustLogs) log files as tools for on-call / SRE agent workflows. Three tools over JSON-RPC stdio — tail_log (last N events, filtered by level/target), filter_log (predicate filtering), summarize_errors (grouped error taxonomy). Pure Rust. MIT OR Apache-2.0.Last updated35Apache 2.0
- AlicenseAqualityBmaintenanceUnofficial MCP server for Vexo analytics. Enables querying event names, counts, timelines, sessions, and recent events from Vexo Export API through natural language.Last updated629MIT
- AlicenseAqualityBmaintenanceA read-only MCP server that exposes local coding-agent session logs as three tools for introspection of recent work, debugging tool failures, and tracking token usage and estimated cost without parsing log files.Last updated3MIT
- AlicenseAqualityAmaintenanceMCP server for analyzing Perfetto traces with LLMs — query .pftrace files in PerfettoSQL via Claude Code or any MCP clientLast updated1719Apache 2.0
Drumbeats MCPofficial
AlicenseAqualityAmaintenanceMCP server for Drumbeats monitoring. Enables creating monitors, triaging incidents, and running HTTP/SSL/DNS checks using natural language from any AI client.Last updated161862Apache 2.0- AlicenseAqualityCmaintenanceEnables querying logs, traces, and metrics from multiple OpenObserve instances via MCP tools, with parallel execution, batching, and caching.Last updated63527MIT
- AlicenseAqualityCmaintenanceA Python MCP server that reduces token usage by ~98% when working with log files by auto-detecting format and stripping noise to return only actionable signal.Last updated52MIT
- AlicenseAqualityCmaintenanceMCP server for CronAlert uptime monitoring — manage monitors, check results, and incidents from any MCP-compatible AI client.Last updated9100MIT
- AlicenseAqualityAmaintenanceLocal-first dashboard + MCP server that parses Claude Code and Codex JSONL files into a SQLite cost / token tracker. Per-MCP and per-tool breakdown, session drill-down, dedup by request_id; never talks to vendor APIsLast updated51601MIT
- AlicenseAqualityBmaintenanceiOS leak hunting and performance investigation. Reads .memgraph and .trace files, classifies retain cycles against a 34-pattern catalog with Swift fix templates, bridges to source via SourceKit-LSP. 28 MCP tools, 34 catalog resources, 5 investigation prompts.Last updated4213613Apache 2.0
- AlicenseAqualityCmaintenanceEnables AI agents to analyze ROS2 log files across multiple nodes by merging them into a unified timeline and providing smart query tools, without requiring ROS2 installation.Last updated114MIT
- FlicenseAqualityDmaintenanceProvides tools for AI assistants to manage and diagnose MWAA Airflow environments, EMR Serverless jobs, S3 files, and Confluence documentation. It features automated pipeline failure diagnosis and comprehensive log retrieval across these integrated platforms.Last updated44
- AlicenseAqualityDmaintenanceMCP server for log file analysis. Gives LLMs the ability to efficiently analyze large log files without loading them into context.Last updated795MIT
- AlicenseAqualityCmaintenanceMCP server that reads Spark profiler files to give accurate Minecraft server tuning advice, parsing binary protobuf directly and diagnosing TPS, MSPT, GC, heap, and call-tree issues.Last updated14161MIT
- AlicenseBqualityBmaintenanceEnables LLMs to load and analyze PCAP/PCAPNG files using Wireshark's sharkd interface, supporting packet inspection, traffic structure, conversations, and protocol statistics through natural language.Last updated3071MIT
- AlicenseBqualityBmaintenanceMCP server enabling AI agents to trace and resolve order synchronization incidents between an ERP (Odoo) and multiple marketplaces.Last updated8MIT
