Code Execution
Code execution servers. Allow LLMs to execute code in a secure environment, e.g. for coding agents.
MCP ServersBrowse all →
AlicenseBqualityDmaintenanceProvides 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.Last updated265MIT- AlicenseAqualityBmaintenanceAn MCP server that bridges any MCP-capable AI host to Roblox Studio. The AI executes Lua live in Studio, reads output/errors, and iterates.Last updated23MIT
- AlicenseAqualityAmaintenanceMCP server for executing shell commands with automatic RTK token reduction, persistent caching, and execution logging.Last updated28122MIT

Fibery MCP Serverofficial
AlicenseBqualityFmaintenanceThe 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.Last updated729MIT- MIT
- AlicenseAqualityBmaintenanceEnables AI agents to execute Lua code, inspect scripts, spy on remotes, and interact with a running Roblox game client through an MCP interface.Last updated2221371MIT
- AlicenseBqualityAmaintenanceEnables deterministic verification for AI assistants by executing Python code that uses symbolic engines like SymPy and Z3 for math, logic, and code analysis.Last updated2Apache 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.Last updated73912MIT- AlicenseAqualityFmaintenanceRoot Signals MCP ServerLast updated312MIT

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.Last updated8323Apache 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.Last updated9MIT
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.Last updated4753MIT- AlicenseBqualityFmaintenanceA comprehensive Model Context Protocol server providing access to 70+ IT tools for developers and system administrators, including encoding/decoding, text manipulation, hashing, and network utilities.Last updated341007922TypeScriptMIT
- 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.Last updated324MIT
- MIT
- AlicenseAqualityAmaintenanceA Model Context Protocol (MCP) server that allows AI agents to generate smart contracts using OpenZeppelin Contracts libraries.Last updated26455293AGPL 3.0
- AlicenseAqualityAmaintenanceEnables AI agents to interact with Bentley STAAD.Pro models for tasks like load case definition, data extraction, and property setting through natural language.Last updated538MIT
- AlicenseAqualityFmaintenanceThe Atla MCP Server provides a standardized interface for LLMs to interact with the Atla API for state-of-the-art LLMJ evaluation.Last updated217MIT

groq-compound-mcp-serverofficial
AlicenseAqualityCmaintenanceEnables interaction with Groq models, including compound models, through tools for asking questions with real-time information and code execution.Last updated247753MIT
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.Last updated2685MIT
execution-run-mcpofficial
AlicenseAquality-maintenanceEnables 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.Last updated6- AlicenseAqualityBmaintenanceA Model Context Protocol server that provides basic mathematical and statistical functions to LLMs, enabling them to perform accurate numerical calculations through a simple API.Last updated21332170MIT

globus-mcpofficial
AlicenseAqualityCmaintenanceMCP server enabling LLMs to manage Globus data transfers and compute tasks.Last updated1011Apache 2.0- Apache 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.Last updated9Apache 2.0
Kilntainersofficial
AlicenseAqualityFmaintenanceMCP server to give every agent an ephemeral Linux sandboxes for executing shell commands.Last updated145MIT
colab-mcpofficial
AlicenseAqualityDmaintenanceBridges a local agent to a Colab session in the browser, enabling seamless interaction with Colab from local clients.Last updated1797Apache 2.0
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.Last updated916,30652ISC- AlicenseAqualityAmaintenanceEnables AI assistants to securely execute Python and C++ code snippets inside disposable, isolated Docker containers and receive structured results.Last updated23MIT

Requestly MCP Serverofficial
AlicenseAqualityCmaintenanceA 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.Last updated8295MIT
MCP ConnectorsBrowse all →
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.
Generate a Flutter app from a JSON spec free; pay only for the compiled APK (USDC on Base).
AI-agent verifier: verdict committed before the outcome graded against it; /review, /ledger.
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.
AI access to Quadratic spreadsheets: open files, run Python/SQL, query connected databases.
MCP server for Klever blockchain smart contract development.
Pay-per-call MCP tools via x402 USDC: ZAR prices, data extraction, Python sandbox, SA flights.
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
Precision math engine for AI agents. 203 exact methods. Zero hallucination.
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.
Automate cloud Chrome—navigate, click, type, screenshot, run code, record screen video
Pay-per-call DNS/TLS truth and npm/PyPI breakage checks via x402. No account or API key.
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.
Anima MCP connects your AI coding assistant directly to Anima Playground. It bridges the gap between PM prototypes and production code.
Personal assistant MCP server with search, execute, packages, jobs, secrets, and integrations.
Build a full backend from Claude Code — boards, data, REST APIs — plus a ready-made admin UI
cdbx MCP server for Experiments, Projects, and sandboxed code execution (Python, Go, C#, Rust).