Repository Index

Symphony turns project work into isolated, autonomous implementation runs, allowing teams to manage work instead of supervising coding agents.

An AI-powered research assistant that performs iterative, deep research on any topic by combining search engines, web scraping, and large language models. The goal of this repo is to provide the simplest implementation of a deep research agent - e.g. an agent that can refine its research direction overtime and deep dive into a topic.

• agent
• ai
• gpt
• o3-mini

Devika is the first open-source implementation of an Agentic Software Engineer. Initially started as an open-source alternative to Devin.

A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools.

PiG (Pi in Go) is a faithful Go port of upstream Pi, the TypeScript codebase behind the Pi coding agent. It is a parity-bound translation, not a rewrite: upstream behavior is the contract, and Go is the implementation language.

• ai-agent
• ai-coding
• ai-tools
• go

An implementation of Actor, Publish-Subscribe, and CSP models in one rather small C++ framework. With performance, quality, and stability proved by years in the production.

• cpp
• cplusplus
• cplusplus-17
• actor-model

Shift-left API Integration | Auto-fix integration drift before integration. Specmatic turns API specifications into executable contracts, continuously verifying that every change made by AI coding agents and engineers stays true to the desired behaviour. Ship AI-ready APIs 10x faster, from intent to implementation, with Spec-Driven API Development.

• contract-testing
• microservices
• contract-driven-development
• cdd

MariaDB MCP (Model Context Protocol) server implementation

CRAB (Clean Rebuild of Anything's Behavior): rebuild software from behavior, not source code. An MCP-powered toolkit for black-box observation, clean-room reimplementation, and behavioral verification.

• clean-room-reimplementation
• ai-agents
• behavioral-testing
• black-box-testing

Sample skills, scripts, and reference workflows for AI-assisted planning, setup, and configuration of Oracle Fusion Cloud Applications.

• ai-skills
• implementation-automation
• ai-powered-implementation
• fscr

MySQL Server implementation for Model Context Protocol (MCP) written in Go.