Kilntainersofficial
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licenseA
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maintenanceMCP server to give every agent an ephemeral Linux sandboxes for executing shell commands.
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MIT
Best Modal MCP Servers
Modal is a cloud platform for building and deploying machine learning and AI applications with serverless infrastructure.
Why this server?
Integrates with Modal to provide high-performance, cloud-hosted containers for running agent shell commands with sub-second startup and optional GPU support.
Why this server?
Auto-detects webhooks from Modal AI provider, extracts call ID and status information, and correlates them into pipeline traces for monitoring serverless AI executions.
Why this server?
Sandbox provider for running fix attempts in a sandbox environment.
AlicenseAqualityBmaintenanceBug-report triage and fix-dispatch MCP for vibe coders. Ask your AI coding agent for a plain-English diagnosis of any user-reported bug — with evidence, blast radius, and a paste-ready fix prompt — then dispatch an automated GitHub fix PR without a second LLM key. 71 tools, Supabase-backed, MIT SDK. npx @mushi-mushi/mcpLast updated4343833MITWhy this server?
Provides sandbox management in the cloud with GPU support, including launching isolated Python environments, managing packages, configuring resources, and executing remote commands.
AlicenseAqualityDmaintenanceA Model Context Protocol server that enables LLMs and AI assistants to create, manage, and interact with isolated cloud-based Python environments with GPU support on Modal.com.Last updated111MITWhy this server?
Provides tools for managing Modal apps, containers, volumes, and secrets, enabling deployment and execution of Modal apps directly from MCP clients.
AlicenseAqualityBmaintenanceAn MCP server for managing Modal — apps, containers, volumes, and secrets — and for deploying & running Modal apps directly from Claude Code and other MCP clients.Last updated26MITWhy this server?
Runs MCP tools on Modal's cloud platform to provide sandboxed Python code execution and image generation
AlicenseBqualityCmaintenanceFacilitates running Python code in a sandbox and generating images using the FLUX model via an MCP server compatible with clients like Goose and the Claude Desktop App.Last updated226MITWhy this server?
Enables video and image analysis using Qwen3-VL models deployed on Modal's serverless GPU infrastructure, supporting hours-long video processing, timestamp grounding, OCR in 32 languages, and various analysis tasks including summarization, text extraction, and frame comparison.
AlicenseAqualityDmaintenanceEnables AI agents to analyze videos and images using Qwen3-VL deployed on Modal, supporting hours-long videos with timestamp grounding, text extraction, video summarization, and Q\&A with 256K context window.Last updated82MITWhy this server?
Provides tools for deploying and running Modal applications in the cloud, allowing AI agents to deploy Modal apps and execute functions within Modal applications.
AlicenseAqualityDmaintenanceAn MCP server that enables AI agents to interact with Modal, allowing them to deploy apps and run functions in a serverless cloud environment.Last updated73MITWhy this server?
Supports offloading embedding and reranking tasks to custom AI workers hosted on the Modal platform.
AlicenseAqualityAmaintenanceWeb search (embedded SearXNG), content extraction, and library docs indexing with hybrid search. No API keys required.Last updated611MIT
