Code Execution
Code execution servers. Allow LLMs to execute code in a secure environment, e.g. for coding agents.
MCP ServersBrowse all →
- 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.8204MIT
- AlicenseAqualityAmaintenanceEnables AI agents to interact with Bentley STAAD.Pro models for tasks like load case definition, data extraction, and property setting through natural language.541MIT

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-- 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 tools8108Apache 2.0
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.8357MIT
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 IDEs61945MIT
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
Fibery MCP Serverofficial
AlicenseBqualityDmaintenanceThe Fibery MCP server provides integration between Fibery and any LLM provider supporting the MCP protocol (e.g., Claude for Desktop), allowing you to explore Fibery Workspace Schema, query databases, create and update entities using natural language.729MIT- AlicenseAqualityAmaintenanceAn MCP Server that enables LLMs to build real-time 3D web applications in the PlayCanvas Editor.124525132MIT

Kilntainersofficial
AlicenseAqualityFmaintenanceMCP server to give every agent an ephemeral Linux sandboxes for executing shell commands.150MIT- AlicenseAqualityAmaintenanceMCP server for full AutoCAD automation, AutoCAD LT automation, and headless DXF generation. It provides 8 consolidated tools for drawing, entity, layer, block, annotation, P&ID, view, and system operations via MCP stdio transport.61213MIT
- 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
- 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.340MIT

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.265MIT
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.8344Apache 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.9191MIT- AlicenseAqualityFmaintenanceThe Atla MCP Server provides a standardized interface for LLMs to interact with the Atla API for state-of-the-art LLMJ evaluation.217MIT

groq-compound-mcp-serverofficial
AlicenseAqualityBmaintenanceEnables interaction with Groq models, including compound models, through tools for asking questions with real-time information and code execution.211354MIT- 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

globus-mcpofficial
AlicenseAqualityCmaintenanceMCP server enabling LLMs to manage Globus data transfers and compute tasks.1011Apache 2.0
declaw-mcp-serverofficial
AlicenseAqualityCmaintenanceRuns AI-generated code in secure Firecracker microVMs with opt-in network policy enforcement, PII scanning, prompt injection defense, and audit logging. Exposes MCP tools for running commands, managing files, and the full sandbox lifecycle.7521Apache 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.72412MIT
bnbchain-mcpofficial
AlicenseBqualityBmaintenanceA MCP server for BNB Chain that supports BSC, opBNB, Greenfield, and other popular EVM-compatible networks.2621960MIT
Netlify MCP Serverofficial
AlicenseBqualityCmaintenanceEnables code agents to interact with Netlify services through the Model Context Protocol, allowing them to create, build, deploy, and manage Netlify resources using natural language prompts.917,66960ISC
Kuzu MCP serverofficial
AlicenseBqualityFmaintenanceThis server enables natural language interaction between a user and their Kuzu databases using clients like Claude Desktop or Cursor, allowing LLMs to retrieve the database schema, execute Cypher queries, create nodes, and establish relationships in the graph database.242MIT- AlicenseAqualityFmaintenanceMCP for Scorable Evaluation Platform312MIT
- AlicenseAqualityBmaintenanceEnables AI agents to execute Lua code, inspect scripts, spy on remotes, and interact with a running Roblox game client through an MCP interface.622951MIT

@reachpad/mcpofficial
AlicenseAqualityBmaintenanceProvides MCP tools to create, run commands in, checkpoint, and delete durable cloud environments, giving coding agents persistent state between calls.703MIT
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.2685MIT
MCP ConnectorsBrowse all →
Pay-per-call MCP tools via x402 USDC: ZAR prices, data extraction, Python sandbox, SA flights.
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.
Build a real backend from Claude: boards, data, REST APIs and a ready-made admin UI
Coding agents build full-stack apps in persistent workspaces and share them by link.
AI-agent verifier: verdict committed before the outcome graded against it; /review, /ledger.
Accountless pay-per-use code execution for agents. Read-only search and pricing; pay via x402.
Proves AI-generated Python does what you asked: lint, types, security, sandbox run, exact fixes.
Proof and repair for Apple coding agents: validate Swift, run Xcode evidence, and repair failures.
Host AI-generated single-file HTML apps with JSON persistence. No signup.
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.
Authenticated async Fable 5 Agent agent with status polling and artifact results.
Scientific compute for AI agents: symbolic, numerical, quantum, chemistry, ODE. Paid via x402.
Engineering calculation MCP server for oil and gas engineering applications.
AI access to Quadratic spreadsheets: open files, run Python/SQL, query connected databases.
MCP server for Klever blockchain smart contract development.
Docs for hot-module-reload and reactive programming for Python (`hmr` on PyPI)
40+ developer tools from Context7, Code Runner, Python Execute, NPM Sentinel, PlantUML, and Microsoft Learn. Docs lookup, code execution, security scanning. Starts at $0.01/call. Get your API key at app.xpay.sh or xpay.tools
Provides access to TakeProfit.com's Indie documentation and tooling — a Python-based scripting language for building custom cloud indicators and trading strategies on the TakeProfit platform.