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116,659 servers. Updated
20 Best Code Execution MCP Servers: compared and ranked, November 2026Ranked from 1,332 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
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    An MCP server for securely executing Python code, supporting STDIO, Streamable HTTP, and SSE transports, with easy deployment on Heroku.
    8
    Creative Commons Zero v1.0 Universal
  • A
    license
    A
    quality
    C
    maintenance
    A code-mode MCP server for the Unraid 7.2+ GraphQL API that exposes search and execute tools, allowing LLM agents to introspect and call any GraphQL field via sandboxed JavaScript.
    2
    1
    MIT
  • A
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    D
    maintenance
    Enables secure cloud-based execution of code across 14+ programming languages within a sandboxed environment. It supports file management, standard input/output handling, and automatic generation of visual artifacts like plots and charts.
    MIT
  • A
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    D
    maintenance
    An MCP server that gives AI agents full access to the Clever Cloud API through three tools: search, execute, and doc, using a code mode pattern to compose API commands.
    4
    Apache 2.0
  • A
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    A
    quality
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    maintenance
    Bridges a local AI agent to a Colab session in the browser, enabling code execution and file operations through the Model Context Protocol.
    2
    9
    Apache 2.0
  • A
    license
    A
    quality
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    maintenance
    Enables AI agents to create, modify, and deploy web projects through the AICre8 platform's sandbox environment. It supports project management, code generation, and direct shell command execution for streamlined web development.
    7
    4 npm
    MIT
  • A
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    A
    quality
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    maintenance
    Enables safe management of Vultr VPS instances, including listing resources, previewing and creating instances with cost limits, and performing mutations like reboot and delete only after exact confirmation.
    15
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    A governed, read-only MCP server for ad inventory discovery from Google Ad Manager, exposing three tools (well_known_capabilities, discover_products, get_forecast) to buyer-side agents without modifying or accessing the ad server.
    6
    185 npm
    MIT
  • A
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    B
    quality
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    maintenance
    A Model Context Protocol server that enables AI assistants to interact with Amazon Redshift databases, allowing for schema exploration, query execution, and statistics collection.
    3
    2
    Apache 2.0
  • A
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    quality
    A
    maintenance
    MCP server that evaluates Terraform plans, shell commands, and tool calls to assess recoverability and risk before execution, enabling safe AI agent actions.
    151 npm
    1
    MIT
  • A
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    B
    maintenance
    A token-efficient MCP server that provides access to the entire Cloudflare API (2500+ endpoints) using a code execution pattern, enabling natural language management of Cloudflare services.
    2 npm
    1,050
    Apache 2.0
  • A
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    quality
    A
    maintenance
    Enables AI assistants to manage and query Tiger Cloud database services, including service lifecycle operations, database connections, and SQL execution.
    127
    Apache 2.0
  • A
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    maintenance
    Enables deploying and managing projects across AWS, Google Cloud, Azure, DigitalOcean, Hetzner, and Vercel directly from Claude Code, with tools for instance lifecycle, domains, environment variables, backend services, databases, webhooks, and GitHub integration.
    96 npm
    3
    MIT
  • A
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    maintenance
    Enables secure execution of JavaScript and Python code in cloud-based E2B sandboxes with integrated file management capabilities, allowing Claude to run and test code safely in isolated environments.
    5 npm
    MIT
  • A
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    quality
    C
    maintenance
    Enables read-only access to Microsoft Fabric data-pipeline run history and DAX queries against semantic models, with optional write mode for pipeline execution and dataset refresh.
    3 npm
    1
    MIT
  • A
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    B
    maintenance
    Enables VS Code agent mode to inspect Azure CycleCloud clusters and optionally manage cluster lifecycle via a stdio MCP server.
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Enables AI assistants to analyze cloud billing data in FOCUS format through natural language queries. Provides 36+ predefined cost analysis queries, custom SQL execution, and schema documentation for multi-cloud cost optimization and FinOps practices.
    12
    Apache 2.0
  • A
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    quality
    A
    maintenance
    Enables AI assistants to securely connect with SAP ABAP and BTP services, allowing execution of function modules, BAPIs, table reads, and various BTP operations through MCP.
    1
    Apache 2.0
  • A
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    D
    maintenance
    MCP server for executing Databricks SQL queries and comparing table data, supporting CLI and VS Code integration.
    1
    MIT
  • A
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    quality
    D
    maintenance
    Enables remote command execution and file management over SSH and SFTP, supporting persistent connection storage and automated discovery for BinaryLane VPS servers.
    13,248 npm
    2
    MIT