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"A Dockerized Python Code Execution Environment" matching MCP servers:
- Alicense-qualityBmaintenanceMCP server for safely exposing SQL Server database capabilities to LLM clients, with read-only mode, security features, and observability.28MIT
- Alicense-qualityDmaintenanceA Model Context Protocol (MCP) server for comprehensive monitoring and observability of systems using Langfuse.1MIT
- FlicenseAqualityCmaintenanceEnables agents to interact with the Logflare API by writing JavaScript functions that run in a Vercel Sandbox, using three tools: search, execute_read, and execute_write.3
- AlicenseAqualityCmaintenanceMCP server that provides read-only analysis of Claude Code session transcripts, enabling queries about project activity, session details, and tool usage.3MIT
- AlicenseAqualityCmaintenanceA Model Context Protocol server for Zoho Site24x7 that uses a JavaScript sandbox to execute API calls, enabling management of monitors, accounts, and MSP/BU tenancy through natural language.2MIT
- AlicenseAqualityFmaintenanceMaintenance, recovery, and observability for Claude Code. CLI + MCP server + dashboard.4036107MIT
- Flicense-qualityCmaintenanceEcho tool MCP server that extracts and logs W3C Trace Context from requests to verify propagation from Claude Code.
- AlicenseBqualityBmaintenanceEnables bounded, deterministic triage verdicts for server health, fleet status, and timeline investigation through a simulated execution-boundary MCP server.3MIT
- Alicense-qualityBmaintenanceSurface Claude Code token usage, estimated cost, and plan-limit status in any MCP client. Enables agents to query usage data from local logs and Anthropic API.MIT
- Alicense-qualityDmaintenanceClaude Code token usage and cost visibility for MCP-capable agents.41MIT
- AlicenseAqualityBmaintenanceAn MCP server that provides cost and reliability observability for LLM and agent workflows. It records model calls and allows querying and aggregating telemetry data through MCP tools.6MIT
- AlicenseAqualityCmaintenanceEnables AI agents to monitor Docker containers, system resources, ports, and logs in real-time.5MIT
- Alicense-qualityAmaintenanceRead-only MCP server for TrueNAS Scale debugging, providing k3s tools for kubectl operations and whitelisted midclt calls for system info, apps, and pools.MIT
Last9 Observability MCPofficial
Alicense-qualityAmaintenanceSeamlessly bring real-time production context—logs, metrics, and traces—into your local environment to auto-fix code faster.15559Apache 2.0- Alicense-quality-maintenanceA Playwright-based MCP server that exposes a live browser as a traceable, inspectable, debuggable and controllable execution environment for AI agents.5,28657
- Alicense-qualityBmaintenanceMCP server that provides AI agents with comprehensive access to VMware vSphere operations, including VM management, monitoring, and vSAN read-only monitoring, through a secure Docker environment.Apache 2.0
- Alicense-qualityDmaintenanceEnables natural language interaction with SumoLogic for log management and analytics, with contextual awareness through a configuration file that maps your environment.Apache 2.0
- Alicense-qualityAmaintenanceDetrix is an agentic debugger. Watch any variable at any line, zero code changes during debugging Local or cloud - same workflow for Docker containers and remote hosts Python, Go, Rust - observation points capture values without pausing, without restarting23MIT
- Alicense-qualityAmaintenanceEnables time-travel debugging for AI agent sandboxes using Firecracker microVMs, with tools for code execution, file operations, and VM snapshot/restore via MCP.MIT