Code Execution

Code execution servers. Allow LLMs to execute code in a secure environment, e.g. for coding agents.

MCP ServersBrowse all →

Docforkofficial
Code Execution Developer Tools Documentation Access
docfork
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license
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quality
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maintenance
A Model Context Protocol (MCP) server that provides daily-refreshed documentation for 9000+ libraries directly in AI code editors, helping developers avoid outdated references and hallucinations.
Last updated 2026-05-05
2
1
306
478
JavaScript
MIT
jungle-grid-mcp-serverofficial
AI & Machine Learning Cloud Platforms Code Execution
Jungle-Grid
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license
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quality
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maintenance
Jungle 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 updated 2026-05-13
8
9
40
1
MIT
Teradata MCP Serverofficial
Databases Data Platforms Code Execution
Teradata
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license
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quality
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maintenance
A server providing tools for querying and analyzing Teradata databases, including database management, data quality assessment, and SQL execution capabilities through an MCP interface.
Last updated 2026-05-14
4
47
51
MIT
mcp-shell-server
Shell Access Code Execution Remote
tumf
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license
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quality
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maintenance
A secure shell command execution server implementing the Model Context Protocol (MCP). This server allows remote execution of whitelisted shell commands with support for stdin input.
Last updated 2026-04-02
12
1
174
MIT
alpaca-mcp-serverofficial
Finance Code Execution RAG Systems
alpacahq
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license
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quality
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maintenance
alpaca-mcp-server
Last updated 2026-04-17
61
734
MIT
execution-run-mcpofficial
Finance Code Execution Autonomous Agents
execution-run
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license
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quality
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maintenance
Enables 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 updated 2026-02-06
6
Netlify MCP Serverofficial
Code Execution Cloud Platforms Remote
netlify
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license
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quality
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maintenance
Enables 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 updated 2026-04-28
9
7,161
41
ISC
https://github.com/Streen9/rea
Developer Tools Code Execution App Automation
kalivaraprasad-gonapa
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license
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quality
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maintenance
react-mcp integrates with Claude Desktop, enabling the creation and modification of React apps based on user prompts
Last updated 2025-10-31
2
9
3
69
MIT
bnbchain-mcpofficial
Blockchain Web3 & Decentralized Tech Code Execution
bnb-chain
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license
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quality
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maintenance
bnbchain-mcp
Last updated 2026-04-17
26
165
58
MIT
Kilntainersofficial
Shell Access Virtualization Code Execution
Kiln-AI
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license
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quality
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maintenance
MCP server to give every agent an ephemeral Linux sandboxes for executing shell commands.
Last updated 2026-03-03
1
39
MIT
Doris MCP Serverofficial
Databases Developer Tools Code Execution
apache
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license
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quality
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maintenance
Backend 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 updated 2026-03-13
8
292
Apache 2.0
GreptimeDB MCP Serverofficial
Databases Code Execution Hybrid
GreptimeTeam
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license
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quality
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maintenance
A 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 updated 2026-04-14
1
27
MIT
Advanced Reasoning MCP Server
Knowledge & Memory Autonomous Agents Code Execution
angrysky56
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license
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quality
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maintenance
An 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 updated 2026-03-12
20
10
12
MIT
pfc-mcp
Developer Tools Documentation Access Code Execution
yusong652
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license
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maintenance
MCP 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 updated 2026-05-14
2
10
32
MIT
MCP MySQL Server
Databases Developer Tools Code Execution
Atomzzm
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license
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quality
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maintenance
A Model Context Protocol server that enables AI models to interact with MySQL databases, providing tools for querying, executing statements, listing tables, and describing table structures.
Last updated 2025-02-22
1
5
650
MIT
Atlaofficial
Developer Tools Code Execution Autonomous Agents
atla-ai
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license
A
quality
F
maintenance
The Atla MCP Server provides a standardized interface for LLMs to interact with the Atla API for state-of-the-art LLMJ evaluation.
Last updated 2025-07-21
2
18
MIT
Optuna MCP Serverofficial
Developer Tools Autonomous Agents Code Execution
optuna
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license
B
quality
B
maintenance
A 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 updated 2026-04-06
26
76
MIT
Requestly MCP Serverofficial
Developer Tools Code Execution Remote
requestly
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license
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quality
C
maintenance
A 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 updated 2026-04-05
8
5
4
MIT
Shell-MCP
Shell Access Command Line Code Execution
kevinwatt
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license
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quality
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maintenance
A secure MCP server for executing whitelisted shell commands with resource and timeout controls, designed for integration with Claude and other MCP-compatible LLMs.
Last updated 2025-02-20
16
20
359
7
MIT
Code Ocean MCP Serverofficial
Code Execution Research & Data Developer Tools
codeocean
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license
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quality
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Provides 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 updated 2026-03-09
26
5
MIT
Fibery MCP Serverofficial
Databases RAG Systems Code Execution
Fibery-inc
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license
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maintenance
The 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 updated 2026-01-20
7
30
MIT
Kuzu MCP serverofficial
Databases Code Execution Local
kuzudb
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license
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quality
F
maintenance
This 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 updated 2025-10-10
2
40
MIT
Vendure MCP Serverofficial
E-commerce & Retail Code Execution Developer Tools
vendurehq
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license
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quality
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A 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 updated 2026-04-29
7
1,616
12
MIT
mcp-oceanbaseofficial
Databases Agent Orchestration Code Execution
oceanbase
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license
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quality
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maintenance
mcp-oceanbase
Last updated 2026-03-13
8
102
Apache 2.0
Neovim MCP Server
Developer Tools Code Execution App Automation
laktek
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license
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quality
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maintenance
Integrates Neovim buffers with Claude, enabling real-time buffer awareness and direct in-editor content updates through MCP resources and tools.
Last updated 2026-01-05
7
14
17
MIT
Outsource MCP
Agent Orchestration Code Execution Remote
gwbischof
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license
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quality
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maintenance
An MCP server that enables AI applications to access 20+ model providers (including OpenAI, Anthropic, Google) through a unified interface for text and image generation.
Last updated 2025-05-28
2
28
MIT
Devpipe MCP Server
CI/CD & DevOps Developer Tools Code Execution
drewkhoury
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license
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quality
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maintenance
Enables AI assistants to interact with devpipe, a local pipeline runner, allowing them to list tasks, run pipelines, validate configurations, debug failures, analyze security findings, and generate CI/CD configs through natural language.
Last updated 2025-12-08
13
10
MIT
302AI Sandbox MCP Server
Code Execution Developer Tools Autonomous Agents
302ai
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license
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quality
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maintenance
A Model Context Protocol (MCP) server for Claude Desktop that connects to 302AI's API services, allowing users to integrate and leverage 302AI capabilities through a structured communication interface.
Last updated 2025-07-25
9
16
21
MIT
prolog-reasoner
AI & Machine Learning Code Execution Autonomous Agents
rikarazome
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license
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quality
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maintenance
SWI-Prolog execution for LLMs with CLP(FD) and recursion — boosts logic/constraint accuracy from 73% to 90% on a 30-problem benchmark.
Last updated 2026-05-01
5
6
MIT
MCP Server Sample
Developer Tools Code Execution Autonomous Agents
antonscap
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license
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quality
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maintenance
An educational implementation of a Model Context Protocol server that demonstrates how to build a functional MCP server integrating with various LLM clients.
Last updated 2025-05-16
2
MIT

MCP ConnectorsBrowse all →

mcp-klever-vmA
MCP server for Klever blockchain smart contract development.
Blockchain Developer Tools Code Execution
1613
hmrA
Docs for hot-module-reload and reactive programming for Python (`hmr` on PyPI)
Developer Tools Code Execution
3147
agent-vending-factoryA
Pay-per-call MCP tools via x402 USDC: ZAR prices, data extraction, Python sandbox, SA flights.
Finance Web Scraping Code Execution
61
SafeDepA
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.
Security Developer Tools Code Execution
21
arithymA
Precision math engine for AI agents. 203 exact methods. Zero hallucination.
Developer Tools Code Execution Autonomous Agents
11
Hextrap MCPA
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.
Developer Tools Security Code Execution
101
AxintA
Apple-native AI agent execution: 36 MCP tools, 5 prompts, compile, validate, repair, and prove.
Developer Tools Code Execution App Automation
3518
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.
Search Code Execution Cryptocurrency
341
STUzhy-py_execute_mcpB
Run Python code in a secure sandbox without local setup. Declare inline dependencies and execute s…
Code Execution Developer Tools
11
xpay✦ DevTools CollectionC
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
Developer Tools Code Execution API Testing
391
Anima MCP Server
Anima MCP connects your AI coding assistant directly to Anima Playground. It bridges the gap between PM prototypes and production code.
Developer Tools Code Execution App Automation
1
ArcAgent MCP
ArcAgent MCP server for bounty discovery, workspace execution, and verified coding submissions.
Autonomous Agents Code Execution Coding Agents
11
Arcjet
An MCP server for Arcjet - the runtime security platform that ships with your AI code.
Security AI & Machine Learning Code Execution
11
devbrother2024-typescript-mcp-server-boilerplateOAuth
Kickstart development with a customizable TypeScript template featuring sample tools for greeting,…
Developer Tools Code Execution Coding Agents
12
ejentum-mcp
Reasoning, code, anti-deception, memory harness tools. Stdio (npx) or HTTPS (api.ejentum.com/mcp).
AI & Machine Learning Knowledge & Memory Code Execution
14
flight505-mcp_dincoderOAuth
Driven Intent Negotiation — Contract-Oriented Deterministic Executable Runtime DinCoder brings the…
Autonomous Agents Code Execution Developer Tools
12
HexNest
AI debate arena where agents argue positions, challenge each other, and run Python experiments mid-debate. Agents join rooms, take sides, and prove points with real code. Built by machines, for machines.
Autonomous Agents Code Execution AI & Machine Learning
1
hmr
Hot Module Reload (HMR) for Python with reactive programming and MCP tools
Developer Tools Code Execution
116
inference.sh
Run 150+ AI apps — image, video, audio, LLMs, 3D and more. Browse, execute, stream results.
AI & Machine Learning Multimedia Processing Code Execution
1
Kognitrix AI
8 AI services via MCP: content, code, image, docs, data extraction, translation, SEO, email.
Content Management Systems Code Execution Image & Video Processing
1

Code Execution

MCP ServersBrowse all →

Docforkofficial

jungle-grid-mcp-serverofficial

Teradata MCP Serverofficial

alpaca-mcp-serverofficial

execution-run-mcpofficial

Netlify MCP Serverofficial

bnbchain-mcpofficial

Kilntainersofficial

Doris MCP Serverofficial

GreptimeDB MCP Serverofficial

Atlaofficial

Optuna MCP Serverofficial

Requestly MCP Serverofficial

Code Ocean MCP Serverofficial

Fibery MCP Serverofficial

Kuzu MCP serverofficial

Vendure MCP Serverofficial

mcp-oceanbaseofficial

MCP ConnectorsBrowse all →