Code Execution
Code execution servers. Allow LLMs to execute code in a secure environment, e.g. for coding agents.
MCP ServersBrowse all →
AlicenseAqualityCmaintenanceMCP server enabling LLMs to manage Globus data transfers and compute tasks.1011Apache 2.0
Vendure MCP Serverofficial
AlicenseBqualityFmaintenanceA standalone server that enables programmatic interaction with Vendure CLI commands, allowing external MCP clients to automate and integrate with Vendure e-commerce projects through command execution and project analysis.722 npm12MIT
Code Ocean MCP Serverofficial
AlicenseBqualityBmaintenanceProvides tools to search and execute Code Ocean capsules and pipelines while managing platform data assets. It enables users to interact with Code Ocean's computational resources and scientific workflows directly through natural language interfaces.26283 PyPI5MIT- AlicenseBqualityAmaintenanceEnables deterministic verification for AI assistants by executing Python code that uses symbolic engines like SymPy and Z3 for math, logic, and code analysis.2Apache 2.0

mcp-oceanbaseofficial
AlicenseBqualityDmaintenanceMCP Server for OceanBase database and its tools8109Apache 2.0- AlicenseAqualityBmaintenanceEnables AI agents to interact with Bentley STAAD.Pro models for tasks like load case definition, data extraction, and property setting through natural language.542MIT

alpaca-mcp-serverofficial
AlicenseAqualityBmaintenanceAlpaca’s official MCP Server lets you trade stocks, ETFs, crypto, and options, run data analysis, and build strategies in plain English directly from your favorite LLM tools and IDEs618,755 PyPI957MIT
bnbchain-mcpofficial
AlicenseBqualityBmaintenanceA MCP server for BNB Chain that supports BSC, opBNB, Greenfield, and other popular EVM-compatible networks.26197 npm60MIT- AlicenseAqualityAmaintenanceA Model Context Protocol server implementation that enables AI assistants to securely interact with GreptimeDB, allowing them to explore database schema, read data, and execute SQL queries through a controlled interface.1329MIT
- AlicenseAqualityFmaintenanceMCP for Scorable Evaluation Platform312MIT
- AlicenseAqualityAmaintenanceAn MCP server that lets AI models run code in 31 languages, evaluate symbolic math and logic problems, and measure complexity—exposed as 48 tools for execution, session management, translation, optimization, and more.2493Apache 2.0
- AlicenseAqualityBmaintenanceJungle Grid MCP Server lets AI agents submit, estimate, monitor, and retrieve logs for GPU workloads through Jungle Grid. It enables agentic execution for inference, training, fine-tuning, and batch jobs without manually choosing GPU providers or infrastructure.824 npm4MIT

Optuna MCP Serverofficial
AlicenseBqualityBmaintenanceA Model Context Protocol server that enables automated optimization and analysis using Optuna, allowing LLMs to perform hyperparameter optimization and interactively analyze optimization results via chat interfaces.2684MIT
@reachpad/mcpofficial
AlicenseAqualityBmaintenanceProvides MCP tools to create, run commands in, checkpoint, and delete durable cloud environments, giving coding agents persistent state between calls.7167 npm3MIT
Teradata MCP Serverofficial
AlicenseAqualityAmaintenanceA server providing tools for querying and analyzing Teradata databases, including database management, data quality assessment, and SQL execution capabilities through an MCP interface.47138 PyPI56MIT
Kilntainersofficial
AlicenseAqualityFmaintenanceMCP server to give every agent an ephemeral Linux sandboxes for executing shell commands.150MIT- AlicenseAqualityCmaintenanceLanguage-owned MCP gateway and execution-host coordination for Hara, exposing read-only tools for runtime introspection, evaluation, calls, and checks, with an optional deterministic test fixture for development.4Apache 2.0
- AlicenseAqualityDmaintenanceDebug and inspection tooling for Roblox projects, exposed as an MCP server so an AI agent can explore the instance tree, read/write properties, call remotes, and run Luau in a Roblox client driven by an executor.10147 npm1MIT

colab-mcpofficial
AlicenseAqualityDmaintenanceBridges a local agent to a Colab session in the browser, enabling seamless interaction with Colab from local clients.1987Apache 2.0
abap2UI5 MCP Serverofficial
AlicenseAqualityBmaintenanceProvides AI coding agents a full abap2UI5 development loop—writing ABAP classes, validating views, deploying, and running apps headless with screenshots—all locally without an SAP system.9171 npm1MIT
SAS MCP Serverofficial
AlicenseAqualityAmaintenanceEnables execution of SAS code on SAS Viya compute environments with OAuth2 authentication. Allows users to run SAS programs and retrieve execution results including logs and output through the Model Context Protocol.9155Apache 2.0- AlicenseAqualityAmaintenanceA Model Context Protocol (MCP) server that allows AI agents to generate smart contracts using OpenZeppelin Contracts libraries.33271 npm294AGPL 3.0
- AlicenseAqualityAmaintenanceAn MCP Server that enables LLMs to build real-time 3D web applications in the PlayCanvas Editor.125580 npm136MIT

Requestly MCP Serverofficial
AlicenseAqualityDmaintenanceA TypeScript-based MCP server that provides full CRUD operations for Requestly rules and groups, enabling integration with VS Code and other MCP clients through a stdio interface.823 npm8MIT
execution-run-mcpofficial
AlicenseAqualityNot gradedmaintenanceEnables AI agents to interact with the Execute.run bot API for managing Shell balances, transferring funds, and executing LLM requests. It provides tools for identity verification, transaction tracking, and performing compute tasks through the Execute.run platform.6-- AlicenseAqualityCmaintenanceLets AI assistants use MetaModel's formula engine for certified computation, turning published calculators, pricing tools, and engineering models into AI-callable tools with no hallucinated math.331 npmMIT

Doris MCP Serverofficial
AlicenseAqualityAmaintenanceBackend service implementing the Model Control Panel protocol that connects to Apache Doris databases, allowing users to execute SQL queries, manage metadata, and potentially leverage LLMs for tasks like natural language to SQL conversion.8146 PyPI343Apache 2.0
Ansys CFX-MCPofficial
AlicenseAqualityAmaintenanceAn MCP server that enables AI assistants to interact with Ansys CFX through PyCFX, supporting natural-language-assisted CFX-Pre, CFX Solver, and CFD-Post workflows for setup, execution, and postprocessing.7Apache 2.0- AlicenseAqualityBmaintenanceEnables AI agents to execute Lua code, inspect scripts, spy on remotes, and interact with a running Roblox game client through an MCP interface.62256 npm1MIT
- AlicenseAqualityFmaintenanceStdio MCP Server wrapping custom Python runtime (LocalPythonExecutor) from Hugging Faces' smolagents framework. The runtime combines the ease of setup (compared to docker, VM, cloud runtimes) while providing safeguards and limiting operations/imports that are allowed inside the runtime.12148MIT
MCP ConnectorsBrowse all →
Hextrap's MCP Connector protects your LLM coding sessions from installing malicious dependencies, typosquats, unpopular packages, and enforces your strict allow and deny lists. No setup means your LLM uses MCP to configure itself to use Hextrap's proxy's automatically, enforcing your firewall rules immediately. Manage your allow and deny lists right from your favorite LLM.
Protects AI coding agents from installing malicious open source packages. Every npm and PyPI package is checked against SafeDep’s real-time threat intelligence before installation.
Hosted Python sandbox for package runtime verification: pip install and usable-import evidence.
Precision math engine for AI agents. 203 exact methods. Zero hallucination.
Universal pay-per-call tool API for AI agents. Web search, price feeds, hive memory, LLM routing, code sandbox. Free tier (10 calls/day, no signup). x402 payments on Base + Solana.
Proof and repair for Apple coding agents: validate Swift, run Xcode evidence, and repair failures.
tasklite.net: hosted backend, REST API and admin for apps built by AI agents
Accountless pay-per-use sandbox execution, storage, locks, attestation and handoff; pay via x402.
Pay-per-call MCP tools via x402 USDC: ZAR prices, data extraction, Python sandbox, SA flights.
AI-agent verifier: verdict committed before the outcome graded against it; /review, /ledger.
Coding agents build full-stack apps in persistent workspaces and share them by link.
Run Python code from natural language prompts, with optional PyPI package install.
Proves AI-generated Python does what you asked: lint, types, security, sandbox run, exact fixes.
Host AI-generated single-file HTML apps with JSON persistence. No signup.
WASM magic version, bytes discarded
Paid pre-execution risk verification for AI agents over MCP and x402.
Valida regex, cron y SQL contra ejecucion real. Pago por llamada via x402/USDC.
Read-only Animica chain data, free AI inference, verifiable quantum randomness, and mining stats.
Scientific compute for AI agents: symbolic, numerical, quantum, chemistry, ODE. Paid via x402.
AI access to Quadratic spreadsheets: open files, run Python/SQL, query connected databases.