globus-mcpofficial
A
licenseA
qualityC
maintenanceMCP server enabling LLMs to manage Globus data transfers and compute tasks.
10
12
Apache 2.0
Code Execution
Code execution servers. Allow LLMs to execute code in a secure environment, e.g. for coding agents.
MCP ServersBrowse all →
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.77 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.26270 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
AlicenseBqualityBmaintenanceMCP Server for OceanBase database and its tools8110Apache 2.0- AlicenseAqualityAmaintenanceEnables AI agents to interact with Bentley STAAD.Pro models for tasks like load case definition, data extraction, and property setting through natural language.553MIT
alpaca-mcp-serverofficial
AlicenseBqualityAmaintenanceAlpaca’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 IDEs7210,281 PyPI1,037MIT- AlicenseAqualityAmaintenancetradefloor generates simulated stock markets for testing trading strategies and AI agents. This local MCP server lets an assistant evaluate and rank strategies across many reproducible markets, run stress scenarios such as a rate shock or a recession, and explain why a419161 PyPIApache 2.0
bnbchain-mcpofficial
AlicenseBqualityDmaintenanceA MCP server for BNB Chain that supports BSC, opBNB, Greenfield, and other popular EVM-compatible networks.2632 npm59MIT
freedom-m2m-mcp-serverofficial
AlicenseAqualityCmaintenanceEnables AI agents to access pay-per-call web unlocking, structured extraction, clean scraping, Python sandbox execution, persistent key-value memory, and clearinghouse task bounties, with settlement via Bitcoin Lightning L402 or Base/Solana USDC x402.6MIT- 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.1529MIT
- AlicenseAqualityFmaintenanceMCP for Scorable Evaluation Platform312MIT
- 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.82 npm4MIT
Optuna MCP Serverofficial
AlicenseBqualityCmaintenanceA 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.2688MIT
@reachpad/mcpofficial
AlicenseAqualityCmaintenanceProvides MCP tools to create, run commands in, checkpoint, and delete durable cloud environments, giving coding agents persistent state between calls.79 npm3MIT
Teradata MCP Serverofficial
AlicenseAqualityBmaintenanceA server providing tools for querying and analyzing Teradata databases, including database management, data quality assessment, and SQL execution capabilities through an MCP interface.47408 PyPI58MIT- AlicenseBqualityDmaintenanceA Pyodide server for executing Python code by Large Language Models (LLMs) via the Model Context Protocol (MCP).7654 npm19MIT
Kilntainersofficial
AlicenseAqualityFmaintenanceMCP server to give every agent an ephemeral Linux sandboxes for executing shell commands.151MIT
letinofficial
AlicenseBqualityCmaintenanceEnables AI assistants to inspect, refactor, lint, run, and version Power Query (M) queries in Excel workbooks and Power BI projects, with snapshot safety and live evaluation.31MIT- 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
- AlicenseBqualityBmaintenanceConnects AI assistants to live Roblox executor clients, letting the model run Luau in-game, walk the instance tree, decompile scripts, capture remote calls, and orchestrate work across multiple clients through 289 tools, a browser dashboard, and an in-game scripting surface. It also supports persistent playbooks, session traces, and verified agent workflows for repeatable automation.2291MIT
colab-mcpofficial
AlicenseAqualityDmaintenanceBridges a local agent to a Colab session in the browser, enabling seamless interaction with Colab from local clients.11,305Apache 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.934 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.11566Apache 2.0- AlicenseAqualityAmaintenanceEnables AI agents to run multi-stage CyberChef recipes, decode and encode data, deobfuscate payloads, calculate entropy, and decode JWTs through MCP tools.41835 npm3Apache 2.0
Purgatory (p7y)official
AlicenseBqualityAmaintenanceSelf-hosted Docker sandboxes for coding agents: create a sandbox with its own Docker daemon, deploy a docker-compose stack into it, read and write its files, and get a URL for every app. Tokens can be limited to one sandbox.376AGPL 3.0- AlicenseAqualityAmaintenanceA Model Context Protocol (MCP) server that allows AI agents to generate smart contracts using OpenZeppelin Contracts libraries.33219 npm295AGPL 3.0
- AlicenseAqualityAmaintenanceAn MCP Server that enables LLMs to build real-time 3D web applications in the PlayCanvas Editor.125105 npm149MIT
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.87 npm9MIT
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-
MCP ConnectorsBrowse all →
Cloud Macs with Xcode for AI agents: run commands, build and test iOS apps, see and use the screen.
Agent utilities: read big pages without filling context, exact math, dates, parsing. Free.
Linux microVM sandboxes for AI agents: run commands, files, processes, pause and wake.
Expert know-how (kits) any AI can read or run, always the latest version.
Hosted MCP for Celesto cloud computers. Create, start/stop, exec, publish ports, and delete hardware-isolated sandboxes over OAuth.
Run sandboxed Python for calculations and PDFs; no other languages, installs or network.
Spin up a complete OpenCode development environment on any Linux box — one agent-driven workflow, six tools, zero secrets.
Code mode (preview): the AI writes a script against a typed foundry.* API and runs it in a sandbox.
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.
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.
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.
Proves AI-generated Python does what you asked: lint, types, security, sandbox run, exact fixes.
I do everything related to coding and execution tasks
Precision math engine for AI agents. 203 exact methods. Zero hallucination.
Governed MCP: agent audit, provenance, deterministic checks, and receipt-backed FragGate execution.
AI Sandbox Environments: the site's own MCP server — enquiry (enquiry = a human handoff, not a...
Proof and repair for Apple coding agents: validate Swift, run Xcode evidence, and repair failures.
A neutral index of cloud sandboxes for AI agents.
A deterministic verification engine for agents. Proves a fix: fails on the old code, passes on new.
Second opinion before an irreversible agent action; signed proofs, free verify, public ledger.
