“Python”

16 engines, 28 MCP tools for Python code quality.

Execute Python code on Google Colab GPU runtimes (T4/L4) from any MCP client

Reports which of your code's API usages break when you upgrade a dependency (Python,.NET, Java).

MCP server for MNE-Python documentation, source code, GitHub issues, and forum

MCP server for managing Allure TestOps tests, launches, plans, defects, and metadata.

MCP server for Samotpravil API — docs, typed tools, Python SDK parity, safety flags.

Persistent Python sandbox for token-efficient codebase exploration in MCP clients

MCP server for TouchDesigner - Control and operate TouchDesigner projects through AI agents

Stealthy, LLM-drivable browser engine — a Python library + 85-tool MCP server on stealth Chromium.

ROOT-based MCP server exposing root_python and root_cpp tools (stdio transport).

Python intent tracing MCP: map specs to pytest tests, monitor implementation progress, offline-only.

Secure code execution sandbox for Claude — run Python, JavaScript, and shell commands

AST-based Python refactoring MCP server with safe automated refactorings and rollback

Evidence-backed architecture-quality analysis for Python agent applications.

Chinese frontier AI models as MCP tools via one OpenAI-compatible endpoint, zero platform fee.

Polyglot MCP test generation with 8-section contract enforcement across Python, TS, Java, Go, C++.

Read-only Oura Ring sleep, readiness, activity, stress and heart rate data (OAuth2)

AI-driven live debugger with MCP bridge for Python, JS, TS, Rust, Java, C/C++

Neuroscience MCP server (Python) for the BBQS at McGovern Institute of Brain Research

Query Sonatype Nexus Repository (OSS/Pro) for Maven, Python, and Docker artifacts

Control GIMP image editing via Python-Fu scripting from AI agents.

Statistics Sweden’s open data made available as an MCP server, using Python and FastMCP

Add OpenTelemetry tracing to Python AI agents.

Persistent decision memory for agents — learns which action works in which context