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13 stars written in Python
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🌐 Make websites accessible for AI agents. Automate tasks online with ease.

Python 103,177 11,424 Updated Jul 7, 2026

Open Source framework for voice and multimodal conversational AI

Python 13,252 2,279 Updated Jul 7, 2026

Build effective agents using Model Context Protocol and simple workflow patterns

Python 8,411 856 Updated Jan 25, 2026

Main reference implementation for NLWeb, implemented in Python.

Python 6,231 698 Updated Jun 29, 2026

🌸 Best framework to build web agents, and deploy serverless web automation functions on reliable browser infra.

Python 1,977 186 Updated Jul 6, 2026

Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbots to search, explore, and analyze datasets from the French national Open Data platform, directly through conversation.

Python 1,557 131 Updated Jun 29, 2026

Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes Auth, Observability, Debugger, Telemetry & Runtime • Run real-world MCPs powering AI Agents

Python 835 69 Updated May 8, 2026

Declarative language for composable Al workflows. Devtool for agents and mere humans.

Python 687 57 Updated Jul 7, 2026

Min.js Style Compression of Tech Docs for LLM Context

Python 678 15 Updated Oct 5, 2025

Creates a simple MCP tool server with "streaming" HTTP.

Python 234 48 Updated Jun 18, 2025

⚡ The fastest way to build Apps in ChatGPT

Python 221 24 Updated Jan 12, 2026

Simple Slackbot MCP Client

Python 161 40 Updated Mar 8, 2025