Code Execution
Code execution servers. Allow LLMs to execute code in a secure environment, e.g. for coding agents.
MCP ServersBrowse all →
- AlicenseAqualityCmaintenanceJungle 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.Last updated88301MIT

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 updated8154MIT- MIT

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.Last updated730MIT
SAS MCP Serverofficial
AlicenseAqualityDmaintenanceEnables 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.Last updated2616Apache 2.0- AlicenseAqualityDmaintenanceAn MCP server that enhances sequential thinking with meta-cognitive capabilities including confidence tracking, hypothesis testing, and organized memory storage through graph-based libraries and structured JSON documents.Last updated61012MIT
- MIT

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 updated2676MIT
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- AlicenseBqualityCmaintenanceA 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.Last updated127MIT

Teradata MCP Serverofficial
AlicenseBqualityAmaintenanceA server providing tools for querying and analyzing Teradata databases, including database management, data quality assessment, and SQL execution capabilities through an MCP interface.Last updated4751MIT
Doris MCP Serverofficial
AlicenseAqualityDmaintenanceBackend 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 updated8293Apache 2.0
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 updated26651MIT- Apache 2.0

Netlify MCP Serverofficial
AlicenseBqualityDmaintenanceEnables 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 updated99,28644ISC- AlicenseAqualityAmaintenanceMCP server that gives AI agents full access to ITASCA PFC - browse documentation, run simulations, capture plots, all through natural conversation. Built on the Model Context Protocol, pfc-mcp turns any MCP-compatible AI client (Claude Code, Codex CLI, Gemini CLI, OpenCode, toyoura-nagisa, etc.) into a PFC co-pilot that can look up commands, execute scripts, monitor long-running simulations.Last updated41059MIT

Kilntainersofficial
AlicenseAqualityDmaintenanceMCP server to give every agent an ephemeral Linux sandboxes for executing shell commands.Last updated141MIT
Code Ocean MCP Serverofficial
AlicenseBqualityCmaintenanceProvides 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
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.Last updated241MIT
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 updated772912MIT- AlicenseBqualityBmaintenanceA Python MCP server that allows programmatic interaction to find torrents programmatically on ThePirateBay, Nyaa and YggTorrent.Last updated2323PythonMIT
- AlicenseAqualityCmaintenanceAn MCP server that enables AI assistants to directly run, inspect, modify, and debug Godot game development projects through 110+ tools covering scenes, scripts, resources, runtime debugging, and asset management.Last updated33191MIT
- FlicenseAqualityFmaintenanceThe Atla MCP Server provides a standardized interface for LLMs to interact with the Atla API for state-of-the-art LLMJ evaluation.Last updated218
- AlicenseAqualityCmaintenanceA Model Context Protocol (MCP) server that wraps the dbt CLI tool, enabling AI coding agents to interact with dbt projects through standardized MCP tools. Developed by Mammoth Growth.Last updated919MIT
- AlicenseAqualityCmaintenanceProvides tools for AI agents to interact with the Orange Juice Online Judge API by managing problems and code submissions. Users can list problems, retrieve detailed descriptions, submit source code, and track submission status through natural language.Last updated51MIT
- AlicenseBqualityCmaintenanceA TypeScript-based MCP server providing a complete interface to the Delve debugger for Go programs, enabling debugging, tracing, and analyzing Go code through natural language commands.Last updated1921MIT
- AlicenseBqualityDmaintenanceA tool that allows Claude Code to use Gemini AI as an MCP server, leveraging Gemini's large context window for analyzing large files while saving Claude Code tokens.Last updated129MIT
- AlicenseBqualityDmaintenanceA Model Context Protocol server that enables Claude to execute Python code using boto3 to query and manage AWS resources directly from conversations.Last updated124MIT
- AlicenseBqualityCmaintenanceEnables creation of ephemeral, polyglot development environments using Nix for on-demand execution of code with specific dependencies across Python, Node.js, Ruby, R, and Lua without cluttering the system.Last updated2MIT
- AlicenseBqualityCmaintenanceA lightweight server implementation that exposes Python functions as discoverable tools via HTTP using the Machine-to-Machine Communication Protocol (MCP). Enables remote execution of Python functions through a JSON-RPC interface with async support and type safety.Last updated4MIT
MCP ConnectorsBrowse all →
MCP server for Klever blockchain smart contract development.
- hmrA
Docs for hot-module-reload and reactive programming for Python (`hmr` on PyPI)
Pay-per-call MCP tools via x402 USDC: ZAR prices, data extraction, Python sandbox, SA flights.
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.
MCP task execution sandbox. 4 tools for claim→execute→submit lifecycle with idempotent claims, duplicate-safe submissions, content validation, and 7-day execution expiry.
Precision math engine for AI agents. 203 exact methods. Zero hallucination.
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.
- x711A
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.
Apple-native AI agent execution: 36 MCP tools, 5 prompts, compile, validate, repair, and prove.
Capital-scale-aware /review (Sentinel mode) + sandbox + inference for agent fleets. Lightning-paid.
Run Python code in a secure sandbox without local setup. Declare inline dependencies and execute s…
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
Anima MCP connects your AI coding assistant directly to Anima Playground. It bridges the gap between PM prototypes and production code.
ArcAgent MCP server for bounty discovery, workspace execution, and verified coding submissions.
An MCP server for Arcjet - the runtime security platform that ships with your AI code.
A paid remote MCP for CodeG, built to return verdicts, receipts, usage logs, and audit-ready JSON.
Kickstart development with a customizable TypeScript template featuring sample tools for greeting,…
Reasoning, code, anti-deception, memory harness tools. Stdio (npx) or HTTPS (api.ejentum.com/mcp).
Driven Intent Negotiation — Contract-Oriented Deterministic Executable Runtime DinCoder brings the…