“Python”

The Vovk.ts Python client — generating a typed Python package from a Vovk API with `vovk-python`, the `py` / `pySrc` templates, `TypedDict` shapes, JSON +…

Python 3.11+ performance optimization guidelines (formerly python-311).

Opinionated Python coding standards for clean, type-safe code.

Pare Python ג€” Structured Python tool output (ruff, mypy, pip, uv, black, pytest) as typed JSON.

Local-only Python MCP server for the Files.com API.

Run Python code from natural language prompts, with optional PyPI package install.

Official Python implementation of the Universal Tool Calling Protocol, calling HTTP, CLI, MCP and text-file tools through plugins.

Python SDK that runs the Claude Code agent loop inside your own program, with custom tools and hooks written as Python functions.

Python SDK for building agents on Google Antigravity and Gemini, with the agent loop handled by the runtime.

Python library and API that uses LLMs to extract structured data from websites and local documents.

Python framework for live data processing and RAG pipelines that run on a Rust engine.

Durable orchestration for data, ML and agent workflows, written as Python functions.

Subagent "python-specialist" from ruvnet/ruflo: Python development specialist

AGENTS.md from python-pillow/Pillow: 96 lines covering What this project is, Project layout, Install, Test and more.

AGENTS.md from openai/openai-python: 129 lines covering Generated SDK, Custom-code budget, Security requirements for coding agents, Python version policy and…

Proves AI-generated Python does what you asked: syntax, lint, types, an AST security policy and a credential scan, then runs the code in a throwaway container…

Open-source browser agent in Python, plus a hosted cloud with stealth browsers and an agent API

Lightweight self-hosted personal agent framework in Python with a WebUI, chat-app channels, memory and MCP

GraphFlow Token-First Surgical Engine

roarpeng

Token-First Surgical Code Engine for AI Coding Agents: true AST for TypeScript/JS plus structural analyzers for Python, Go, Rust, C/C++, C#…

MCP Ollama Manager

Internetics

Manage MCP Ollama Python server from VS Code - start, stop, configure and monitor your Ollama MCP server

BAML v0

Boundary

BAML v0 is a DSL for AI applications.

Open-source Python framework from Microsoft for finding risks in generative AI systems through red teaming.

Open-source Python library for adding programmable guardrails to LLM-based conversational applications

Python tool that scans MCP servers and their tools for security findings using YARA, LLM and AI Defense analysis.

Open-source visual builder for AI agents and workflows, with Python-customizable components and deployment as an API or MCP server

Source-available, self-hosted platform for AI agent flows, with a visual editor, Python nodes and persistent agent memory.

Apache-2.0 drag-and-drop studio for AG2 multi-agent apps that generates self-contained Python code.

Open protocol, CLI and SDK that give agents scoped credentials from a password manager without exposing the vault

Auth and tool calling for AI agents: runs each user's OAuth flow and tool calls across 610 connectors.

Identity control plane for AI agents and workloads that replaces static secrets with short-lived, scoped access.

Kimi K2.6 is Moonshot AI's next-generation multimodal model, designed for long-horizon coding, coding-driven UI/UX generation, and multi-agent orchestration.

Open-weights 1.08B-parameter text model from EleutherAI on Hugging Face (apache-2.0).

Human-validated set of 500 real GitHub issues from Python repositories for testing coding agents.