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Python AI Agent Skills

AI agent skills for Python development. Django, FastAPI, pytest, data science workflows, and more for your AI coding assistant.

335 listings

Python

Rules

You are an AI assistant specialized in Python development.

7.0PatrickJS/awesome-cursorrules

Python Packaging

Create distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI. Use when packaging Python libraries, creating CLI tools, or distributing Python code.

5.0sickn33/antigravity-awesome-skills

GXtract MCP Server

GXtract is a Model Context Protocol (MCP) server designed to integrate with VS Code and other compatible editors. It provides a suite of tools for interacting with the GroundX platform, enabling you to leverage its powerful document understanding capabilities directly within your development environment. - Architecture - Prerequisites - Installing UV - Quick Start: VS Code Integration - Available

8.0sascharo/gxtract

MCP Builder

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP), Node/TypeScript (MCP SDK), or C#/.NET (Microsoft MCP SDK).

8.0sickn33/antigravity-awesome-skills

NBA MCP Server

MCP Server

Access comprehensive NBA statistics via Model Context Protocol A Model Context Protocol (MCP) server that provides access to live and historical NBA data including player stats, game scores, team information, and advanced analytics. 1. Install the server: 2. Add to your Claude Desktop config file: MacOS: ~/Library/Application Support/Claude/claudedesktopconfig.json Windows: %APPDATA%/Claude/claude

8.0labeveryday/nba_mcp_server

AllTrails MCP Server

MCP Server

This project has been deprecated and is no longer functional. Date: January 25, 2026 Reason: This project violated AllTrails' Terms of Service by scraping their website without authorization. At the request of AllTrails' CTO, all scraping functionality has been disabled. This repository is maintained for historical purposes only and to preserve GitHub stars, but the code no longer works and should

1.0srinath1510/alltrails-mcp-server

MCP-Dandan - MCP Security Framework

MCP Server

MCP-Dandan is an integrated monitoring service that observes MCP (Model Context Protocol) communications and detects security threats in real time. It features a modern desktop UI built with Electron for easy monitoring and management. Currently, MCP-Dandan is listed in well-known MCP-related open-source collections and can be found in the following repositories: - Awesome MCP Servers – Security -

8.082ch/MCP-Dandan

Ancestry MCP Server

MCP Server

[![MIT licensed][mit-badge]][mit-url] [![Python Version][python-badge]][python-url] [![PyPI version][pypi-badge]][pypi-url] [mit-badge]: https://img.shields.io/pypi/l/mcp.svg [mit-url]: https://github.com/reeeeemo/ancestry-mcp/blob/main/LICENSE [python-badge]: https://img.shields.io/pypi/pyversions/mcp.svg [python-url]: https://www.python.org/downloads/ [pypi-badge]: https://badge.fury.io/py/mcp-s

6.0reeeeemo/ancestry-mcp

MCP Transcribe

MCP Server

Transcribe MCP Automate your transcriptions with AI. Transcribe MCP instantly connects your account to assistants like Claude, Windsurf, Cursor, and more so they can automate tasks on your behalf. The Local Server can add local files for transcription and return result to your Assistant in seconds. - ⚡ Fast, lightweight and LLM-friendly. No special ASR models needed, no setup and fighting python p

8.0transcribe-app/mcp-transcribe

Chainlist MCP Server

MCP Server

An MCP server that gives AI agents fast access to verified EVM chain information, including RPC URLs, chain IDs, explorers, and native tokens — sourced from Chainlist.org. - Efficient Data Fetching: Caches Chainlist API data to minimize requests. - Flexible Search: Case-insensitive keyword matching using regex for getChainsByKeyword. - Structured Output: Markdown responses with tabulated rpc and e

7.0kukapay/chainlist-mcp

Owlex

Start an OpenAI Codex CLI session for deep reasoning and code analysis

8.0agentic-mcp-tools/owlex

DeFi Yields MCP

MCP Server

An MCP server for AI agents to explore DeFi yield opportunities, powered by DefiLlama. - Data Fetching Tool: The getyieldpools tool retrieves DeFi yield pool data from the DefiLlama, allowing filtering by chain (e.g., Ethereum, Solana) or project (e.g., Lido, Aave). - Analysis Prompt: The analyzeyields prompt generates tailored instructions for AI agents to analyze yield pool data, focusing on key

7.0kukapay/defi-yields-mcp

MifosX Self Service MCP

MCP Server

MifosX Self Service MCP is a Model Context Protocol (MCP) server built using FastMCP (Python). It exposes a set of AI-callable tools that allow MCP-compatible clients (such as Claude Desktop or DeepChat) to securely interact with the Apache Fineract / MifosX Self-Service APIs. This project enables AI-driven banking workflows such as authentication, account access, beneficiary management, and trans

7.0openMF/mcp-mifosx-self-service

Reddit Summarizer MCP Server

MCP Server

A Model Context Protocol (MCP) server for summarizing homepage of the user or contents of subreddits and comments on posts. - Summarize user's reddit frontpage (homepage) with or without comment analyses. - Summarize a subreddit contents by inspecting posts sorted by hot, new, top, rising, random (if aviable) with or without comment analysis. - Summarize comments on a post. - Python 3.12 or higher

7.0sinanefeozler/reddit-summarizer-mcp

Bilibili MCP

MCP Server

下面是为你的 bilibili-mcp 工具生成的 README.md 示例: 一个用于获取 B 站热榜的 MCP 工具,基于 FastMCP 和 B 站公开接口。你可以通过注册到 Cursor 或其他 MCP 客户端,实时调用热门视频数据。 确保使用 Python ≥ 3.12,并安装以下依赖项: 你的主代码文件可以是 bilibilimcp.py,项目结构如下: 使用 uv 运行工具: FastMCP 会自动暴露一个名为 getpopular 的工具: 获取 B 站热榜视频信息,返回最多 topk 个条目(最大 10 条)。 - 使用 httpx 实现异步请求 - 通过 FastMCP 注册为标准 MCP 工具 - 支持通过 stdio 与 MCP 客户端通信(例如 Cursor) - 仅用于学习与研究,B 站接口为公开接口,使用时请避免过于频繁访问。 - 默认 User-Agent

7.0xspadex/bilibili-mcp

Linux Nvidia CUDA Python

Rules

1. **Project Overview**:

3.0PatrickJS/awesome-cursorrules

Azure Mgmt Botservice Py

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6.0sickn33/antigravity-awesome-skills

Yandex Tracker MCP Server

MCP Server

mcp-name: io.github.aikts/yandex-tracker-mcp A comprehensive Model Context Protocol (MCP) server that enables AI assistants to interact with Yandex Tracker APIs. This server provides secure, authenticated access to Yandex Tracker issues, queues, comments, worklogs, and search functionality with optional Redis caching for improved performance. Documentation in Russian is available here / Документац

8.0aikts/yandex-tracker-mcp

Azure AI Contentsafety Py

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6.0sickn33/antigravity-awesome-skills

iMessage Query MCP Server

MCP Server

An MCP server that provides safe access to your iMessage database through Model Context Protocol (MCP). This server is built with the FastMCP framework and the imessagedb library, enabling LLMs to query and analyze iMessage conversations with proper phone number validation and attachment handling. - macOS (required for iMessage database access) - Python 3.6+ Install all required dependencies: - fa

6.0hannesrudolph/imessage-query-fastmcp-mcp-server

Findata MCP Server

MCP Server

Overview • Quick Start • Supported Data Providers • FinData is an open-source Model Context Protocol(MCP) Server that provides professional financial data access capabilities for LLM. It supports various data providers such as Tushare, Wind, DataYes, etc. This enables AI applications to quickly retrieve financial data. Fully supports both Stdio and SSE transports, offering flexibility for differen

8.0zlinzzzz/finData-mcp-server

Python LLM ML Workflow

Rules

Role Definition

7.0PatrickJS/awesome-cursorrules

ADLS2 MCP Server 🚀

MCP Server

A Model Context Protocol (MCP) server implementation for Azure Data Lake Storage Gen2. This service provides a standardized interface for interacting with ADLS2 storage, enabling file operations through MCP tools. Requires Python 3.13 or higher. Install the package using uv: 1 - Edit Claude Desktop Configuration: Open claudedesktopconfig.json and add the following configuration. On MacOs, the file

8.0erikhoward/adls-mcp-server