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MCP-native agent-to-agent messaging hub for AI swarms. Agents communicate via channels and DMs through MCP protocol — zero SDKs needed. Includes web UI…
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MCP-native agent-to-agent messaging hub for AI swarms. Agents communicate via channels and DMs through MCP protocol — zero SDKs needed. Includes web UI…
A browser-agent QA swarm with an MCP interface for testing AI-generated websites.
MCP server for git-native agent swarm coordination, providing tools for heartbeat, state, task claiming, and logging across distributed AI agents.
GPU kernel optimization - 32 swarm agents turn PyTorch into fast CUDA/Triton kernels on real datacenter GPUs with up to 14x speedup
# Mesh Agent MCP Server  A Model Context Protocol (MCP) server that…
# Mesh Agent MCP Server  A Model Context Protocol (MCP) server that…
The open-source multi-agent chat interface that lets you manage multiple agents in one dynamic conversation and add MCP servers for deep research
<picture> <img alt="" src="./static/image.jpg" width="full"> </picture> <h1 align="center">Open Source MCP CLient Library </h1>…
A multi-agent research MCP server + mini client adapter - orchestrates a net of async agents or streaming swarm to conduct ensemble consensus-backed research…
An MCP server for multi-agent orchestration using Claude AI via Claude Desktop.
Append-only event log for cross-agent context/memory sharing via 3 MCP tools.
open-web-agent-rs is a Rust-based web agent that includes an embedded OpenAI‑compatible inference server. It supports only Gemma models and is designed for…
ACI.dev is the open source tool-calling platform that hooks up 600+ tools into any agentic IDE or custom AI agent through direct function calling or a unified…
# MCP vs Manual vs A2A Nginx Installation ## Introduction This project simulates three different approaches to setting up a server (e.g., Nginx): 1. A…
A list of open-source AI projects you can use to generate income easily.
A Model Context Protocol (MCP) server for the Open Library API that enables AI assistants to search for book and author information.
🔥 1Panel is a modern, open-source VPS control panel — and the only one with native AI agent support. Run Ollama models, deploy OpenClaw agents, and manage your…
A web interface connecting local Ollama LLMs to Model Context Protocol (MCP) servers. Enables open-source models to use file operations, web search, and…
# Sallyport [](https://github.com/ginkida/sallyport/actions/workflows/ci.yml)…
Fill standard legal agreement templates (NDAs, SAFEs, NVCA docs, employment contracts) as DOCX files. Remote MCP server — works without install. Browse…
Weather forecasts, air quality, UV index, historical data, and alerts for AI agents. 5 tools, powered by Open-Meteo, free, unlimited, no API key.
# Model Context Protocol (MCP) Server for GitHub using Claude Desktop Add the following code to the `./Library/Application\…
A list of open-source AI projects you can use to generate income easily.
Open Source MCP Servers for Scientific Research