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Complete agent workflow: user input → tool approval → execution → streaming response

The is a professional-grade Python implementation of the . It provides a structured environment for Large Language Models (LLMs) to interact with external tools and knowledge bases through a...

Official CLI for muapi.ai — generate images, videos & audio from the terminal. MCP server, 14 AI models, npm + pip installable.

⚠️ : This registry is currently in active development and testing phase. The API and data structure may change. Not recommended for production use yet.

guMCP is an open-source collection of Model Context Protocol (MCP) servers that can be run both remotely and locally.

Provide AI MCP server args during runtime.

A type-safe implementation of the official Model Context Protocol (MCP) schema in Rust.

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Multi-Agent Systems with Google's Agent Development Kit + A2A + MCP

An OAuth 2.1 Authorization Server that adds authentication to any MCP (Model Context Protocol) server without code modification.

A Python-Based MCP Server for Hopper Disassembler

A lightweight MCP server that encapsulates the Exa Pool API as a toolkit for AI assistants to call.

Generate an MCP for any web app

A Model Context Protocol (MCP) service that provides access to Ansible Automation Platform (AAP) APIs through OpenAPI specifications.

A comprehensive platform for managing and proxying Model Context Protocol (MCP) servers, providing scalable AI service orchestration across multiple microservices.

Rust MCP Filesystem is a blazingly fast, asynchronous, and lightweight MCP (Model Context Protocol) server designed for efficient handling of various filesystem operations.

A lightweight CLI tool to easily configure and initialize MCPs for Claude Code.

Bot to Spam messages on YouTube Live Stream Chat with an integrated MCP Server and a Realtime Dashboard

Generation of Secure MCP (Model Context Protocol) Servers from API source code at Scale

Strimzi Kafka CLI is a CLI that helps traditional Apache Kafka users -both developers and administrators- to easily adapt to Strimzi, a Kubernetes operator for Apache Kafka.

mcp_dart is a dual-era Dart and Flutter SDK for MCP clients, servers, and AI hosts. It implements the complete core client/server wire surface of the locked MCP 2026-07-28 specification, retains the...

Docs • Quickstart • API Reference • Discord

An SDK for building MCP (Model Context Protocol) servers and clients in Scala 3 using boilerplate-less, type-safe APIs based on Tapir and sttp, supporting the variety of the Scala ecosystem.

Exposes MCP (Model Context Protocol) server tools as native OpenClaw agent tools.