"How to run Python code" matching MCP servers:

MCP Run Pythonofficial
Code Execution Developer Tools Autonomous Agents
pydantic
A
license
-
quality
F
maintenance
Enables secure execution of Python code in a sandboxed WebAssembly environment using Pyodide and Deno. Automatically handles package management and captures complete execution results including stdout, stderr, and return values.
Updated 6 months ago (2026-01-30 14:21 UTC)
194
MIT
Heroku MCP Code Execution -official
Code Execution Cloud Platforms
heroku
A
license
-
quality
B
maintenance
An MCP server for securely executing Python code, supporting STDIO, Streamable HTTP, and SSE transports, with easy deployment on Heroku.
Updated 4 days ago (2026-08-10 07:44 UTC)
8
Creative Commons Zero v1.0 Universal
mcp-run-pythonofficial
Code Execution Developer Tools
pydantic
-
license
-
quality
A
maintenance
Model Context Protocol server to run Python code in a sandbox.
Updated 2 days ago (2026-08-12 23:37 UTC)
1,462
19,255
cocoindex-codeofficial
Developer Tools Code Analysis
cocoindex-io
A
license
A
quality
A
maintenance
embedded code search engine CLI -AST based that just works - improves speed and efficiency for coding agent
Updated 8 days ago (2026-08-07 00:15 UTC)
1
2,636
Apache 2.0
Cerebras Code MCP Serverofficial
Coding Agents Autonomous Agents
Cerebras
A
license
A
quality
D
maintenance
This MCP server is designed for planning with Claude Code, Cline, or Cursor and making changes with Cerebras to maximize speed and intelligence while avoiding API limits. It uses the Qwen 3 Coder model for high-quality code generation and can be embedded in IDEs.
Updated 5 months ago (2026-03-16 22:18 UTC)
1
51
MIT
code-me-brandofficial
Marketing Design Tools Education & Learning Tools
Code-MeMX
A
license
A
quality
B
maintenance
Injects the Code-Me brand identity, tone, and visual guidelines into LLMs with zero latency using built-in context files.
Updated 2 months ago (2026-06-15 01:27 UTC)
4
MIT
OrangePro MCPofficial
Code Analysis Testing & QA Tools Developer Tools
OrangeproAI
A
license
A
quality
A
maintenance
Analyzes code to map behaviors, identify untested gaps, and generate grounded integration tests that actually run.
Updated a day ago (2026-08-13 09:40 UTC)
8
15
1,434
17
MIT
@shareworker/code-review-mcpofficial
Code Analysis Developer Tools Version Control
shareworker
A
license
A
quality
B
maintenance
Deterministic code review MCP server that provides tools for file selection, rule matching, comment positioning, and reflection, ensuring stable review quality without LLM calls.
Updated a month ago (2026-07-18 14:09 UTC)
5
54
1
MIT
execution-run-mcpofficial
Finance Code Execution Autonomous Agents
execution-run
A
license
A
quality
-
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.
Updated 6 months ago (2026-02-06 01:13 UTC)
6
io.github.phoeniceofficial
Testing & QA Tools Code Analysis Developer Tools
phoenice-labs
A
license
A
quality
C
maintenance
Contract-driven test enforcement and reporting for LLM-generated code via MCP, VS Code, Copilot CLI, Claude, Cursor, or Python SDK.
Updated 4 months ago (2026-04-14 20:59 UTC)
14
MIT
Code-Fundi MCP Serverofficial
Code Analysis Developer Tools Version Control
Code-Fundi
A
license
A
quality
A
maintenance
A production-grade MCP server for the Code-Fundi API, enabling AI agents to map codebases, search semantically, and analyze blast radius. It provides tools for repository management, AI-powered research, and impact analysis before shipping changes.
Updated 16 days ago (2026-07-29 16:57 UTC)
27
84
1
MIT
Cloud Run MCP Serverofficial
Cloud Platforms Agent Orchestration CI/CD & DevOps
GoogleCloudPlatform
A
license
A
quality
B
maintenance
Enables MCP-compatible AI agents to deploy applications to Google Cloud Run by providing tools for deploying code, listing services, and managing Google Cloud projects.
Updated 2 days ago (2026-08-12 20:00 UTC)
8
1,976
624
Apache 2.0
QWED-MCPofficial
Code Execution Code Analysis
QWED-AI
A
license
B
quality
A
maintenance
Enables deterministic verification for AI assistants by executing Python code that uses symbolic engines like SymPy and Z3 for math, logic, and code analysis.
Updated 9 days ago (2026-08-05 20:11 UTC)
2
Apache 2.0
Code Ocean MCP Serverofficial
Code Execution Research & Data Developer Tools
codeocean
A
license
B
quality
D
maintenance
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.
Updated 5 months ago (2026-03-09 12:17 UTC)
26
5
MIT
CData Python MCP Serverofficial
Databases Search Data Platforms
CDataSoftware
A
license
-
quality
D
maintenance
Enables LLMs to query live data from over 250+ sources via CData Python Connectors using natural language. Wraps connectors as a Model Context Protocol server.
Updated a year ago (2025-07-06 17:42 UTC)
3
MIT
Crude Code MCP Serverofficial
Energy Databases Data Visualization
crude-code
A
license
-
quality
A
maintenance
An oil & gas data-analytics MCP server that enables guarded SQL queries, well valuation, and map rendering within chat apps.
Updated 15 hours ago (2026-08-14 00:48 UTC)
4
Apache 2.0
Impreza Host — VS Codeofficial
Cloud Platforms Networking & Infrastructure
imprezahost
A
license
-
quality
C
maintenance
Enables deploying apps, managing servers, domains/DNS, VPS lifecycle, and account balance on Impreza Host via AI in VS Code.
Updated a month ago (2026-07-07 19:45 UTC)
MIT
Axme-codeofficial
Knowledge & Memory Developer Tools
AxmeAI
A
license
-
quality
A
maintenance
Persistent project memory + architectural decisions + pre-execution safety hooks for Claude Code. Local-only storage, multi-repo workspace, automatic knowledge extraction via background auditor.
Updated 2 months ago (2026-06-26 11:23 UTC)
20
14
MIT
mcp-code-snippetsofficial
Developer Tools Code Analysis
qdrant
A
license
-
quality
C
maintenance
Allows agents to lookup code snippets in your project. Uses a remote MCP server with a collection of code snippets, with support for automatic project language detection.
Updated 21 days ago (2026-07-24 04:34 UTC)
12
Apache 2.0
@prismatic-io/prism-mcpofficial
Developer Tools CI/CD & DevOps
prismatic-io
A
license
-
quality
A
maintenance
Enables AI assistants to manage Prismatic integrations, components, and flows via the Model Context Protocol, supporting code-native integration development and component lifecycle.
Updated 4 days ago (2026-08-10 16:58 UTC)
157
26
MIT