A
license-
qualityD
maintenanceA smart debugging agent that remembers errors, automatically diagnoses issues, and accumulates solutions for faster resolution.
1
MIT
74,093 servers. Updated
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"A tool or assistant to explore and debug my codebase" matching MCP servers:
- AlicenseAqualityAmaintenanceEnables systematic investigation of VMware errors and events by correlating event timelines, ranking root-cause hypotheses, and suggesting next diagnostic steps.21MIT
- FlicenseAqualityDmaintenanceBridges web browsers and Claude Code for seamless debugging workflows by receiving debug data from browser widgets and exposing it to Claude Code via MCP protocol.10
- Alicense-qualityDmaintenanceAn MCP server that uses SWI-Prolog for logical deduction to find root causes of errors in service dependencies, enabling root cause analysis, impact analysis, and cycle detection.1Creative Commons Zero v1.0 Universal
- -license-quality-maintenanceEnables AI-powered debugging through structured logging with pattern recognition and intelligent analysis. Allows applications to write structured logs and receive actionable debugging insights based on error patterns and frequency analysis.
- FlicenseBqualityDmaintenanceA read-only Kubernetes MCP server that enables developers to inspect app status, view pod events, and fetch container logs from dev clusters without requiring full kubectl access.24
- Alicense-qualityAmaintenanceEnables troubleshooting of LDAP directory services through natural language queries, providing health diagnostics, replication status, performance metrics, log analysis, and configuration comparisons across multiple servers.1GPL 3.0
- Alicense-qualityCmaintenanceA Model Context Protocol (MCP) server for SQL Server / Azure SQL that enables querying, monitoring, and analyzing databases directly from Claude.15MIT
- Alicense-qualityDmaintenanceAnalyzes TypeScript codebases for health issues, fetches system incidents, and generates remediation plans.33MIT
- Alicense-qualityCmaintenanceA secure, production-grade MCP server that provides filesystem operations, AST math evaluation, and system diagnostics for LLM agents.MIT
- Flicense-qualityCmaintenanceEnables debugging Symfony applications by inspecting profiler data through a standalone MCP server.
- -license-quality-maintenanceManages the lifecycle of MCP services with health monitoring, auto-restart capabilities, and process tracking. Enables users to start, stop, restart, and monitor MCP services through natural language commands.
- Flicense-qualityCmaintenanceA production-oriented MCP server exposing tools for weather, currency conversion, text statistics, and server introspection, with auto-discovery, rate limiting, and API key auth.
- -license-quality-maintenanceProvides 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.
- Flicense-qualityBmaintenanceA cluster of 8 independent MCP servers for intranet automation, enabling file operations, browser automation, data query, and system monitoring through natural language.
- AlicenseAqualityBmaintenanceQuery your Juniper Mist network in natural language directly from Claude Desktop, providing read-only access to network inventory, clients, alarms, and more via the Mist API.25MIT
- AlicenseAqualityDmaintenanceEnables checking IP reputations and threat intelligence by querying Chaitin's global honeypot network and millions of defense nodes. Provides real-time IP profiling, malicious behavior detection, and threat alerts based on aggregated security data.1132MIT
- AlicenseCqualityDmaintenanceEnables 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.401Apache 2.0
- Alicense-qualityDmaintenanceA debugging gateway for distributed systems that provides 17 tools for interacting with AWS CloudWatch, Step Functions, LangSmith, and Jira. It enables efficient log analysis, workflow tracing, and ticket management while significantly reducing token usage through a single-interface discovery pattern.1MIT
- Flicense-qualityCmaintenanceEnables AI assistants to monitor and analyze industrial process data from DCS/SCADA systems via MCP protocol, with domain expert knowledge for anomaly detection and recommendations.
