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"Executing code in a sandbox environment" matching MCP servers:
- 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.Last updated3
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- AlicenseAqualityDmaintenanceMaintenance, recovery, and observability for Claude Code. CLI + MCP server + dashboard.Last updated4041104MIT
- Flicense-qualityCmaintenanceEcho tool MCP server that extracts and logs W3C Trace Context from requests to verify propagation from Claude Code.Last updated
- AlicenseAqualityCmaintenanceEnables AI agents to monitor Docker containers, system resources, ports, and logs in real-time.Last updated5MIT
- AlicenseBqualityDmaintenanceEnables AI assistants to query and analyze AI agent sessions from observability providers like Shepherd (AIOBS) and Langfuse, allowing users to debug agent runs, compare sessions, track performance, and analyze LLM usage patterns.Last updated18MIT
- Alicense-qualityBmaintenanceAn 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.Last updatedMIT
- AlicenseAqualityCmaintenanceZero-config MCP server that gives AI coding assistants a real-time diagnostic snapshot of your local dev environment. Detects framework, running services, recent errors, git state, and provides a health diagnosis in one call.Last updated3131MIT
Last9 Observability MCPofficial
Alicense-qualityAmaintenanceSeamlessly bring real-time production context—logs, metrics, and traces—into your local environment to auto-fix code faster.Last updated18659Apache 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.Last updated5,28957
- Alicense-qualityDmaintenanceEnables natural language interaction with SumoLogic for log management and analytics, with contextual awareness through a configuration file that maps your environment.Last updatedApache 2.0
- Flicense-qualityBmaintenanceRead-only MCP server that surfaces UniFi network data from a UCG-Fiber console to Claude, enabling monitoring of hosts, sites, devices, clients, ISP metrics, and device stats via read-only API tools.Last updated
- Flicense-qualityCmaintenanceA comprehensive MCP server for VMware vSphere management, enabling AI agents to perform VM operations, monitoring, snapshots, and reporting through a secure, Dockerized environment.Last updated19
- Flicense-qualityDmaintenanceEnables querying Humio/LogScale dashboards and executing search queries via MCP, with multi-cluster support and configurable time ranges.Last updated1
- AlicenseAqualityAmaintenanceMCP server for analyzing Perfetto traces with LLMs — query .pftrace files in PerfettoSQL via Claude Code or any MCP clientLast updated1719Apache 2.0
- AlicenseAqualityCmaintenanceEvery agent action is recorded in a SHA-256 hash chain. Prove to clients that your agent did what it said it did. Record, query, verify, and export agent activity.Last updated3701MIT
- AlicenseAqualityBmaintenanceLive .NET runtime diagnostics for AI assistants. Ask Claude to diagnose memory leaks, GC pressure, LOH fragmentation, and thread starvation in any running .NET process — no code changes required.Last updated71MIT
- AlicenseAqualityDmaintenanceTracks AI agent token usage and spending in real time, with budget alerts, per-task cost breakdown, and a visual dashboard.Last updated61MIT
- AlicenseAqualityAmaintenanceStreams live progress from long-running MCP tool calls to any connected client. Instrument a tool call with mcp-telemetry-sdk, and telemetry_subscribe pushes its steps, logs, cost, and completion over notifications/progress — no polling, and a job started in one session can be watched from a different one.Last updated362MIT