vestige
Vestige enhances agents by deterministic root-cause retrieval that reaches backward through time to find the quiet change, decision, or service that caused today’s failure, not the lookalike.
An AI agent is a program that uses a language model to decide what to do next, calls tools such as a browser, a code interpreter or an API, and repeats until the task is done. The projects here range from frameworks for building your own agents to finished agents that write code, browse the web or run business workflows.
Compare three things. Which models it can use: a single provider, or any OpenAI-compatible endpoint including local ones. How it limits what the agent may do: sandboxing, approval steps and permission lists. And whether it keeps memory between steps and sessions. An agent that runs code or shell commands should run in a sandbox, so check that before giving it access to your machine.
Vestige enhances agents by deterministic root-cause retrieval that reaches backward through time to find the quiet change, decision, or service that caused today’s failure, not the lookalike.
The ultimate collection of APIs for building autonomous AI agents — 2,036 production-ready APIs across Agents, AI Models, and MCP Servers. Stop wasting weeks building infrastructure. Plug these in and ship your agent today.
CLI and Agent Skill for Firecrawl - Add scrape, search, and browsing capabilities to your AI agents
Open source evals for physical AI. Run any LLM/VLA on any arm/humanoid against any real/sim benchmark.
AgentLab: An open-source framework for developing, testing, and benchmarking web agents on diverse tasks, designed for scalability and reproducibility.
The lightweight framework for building agents
The .NET library to build AI agents with 30+ built-in connectors.
An open-source desktop AI agent built around Cyrene’s persona and powered by the self-developed Cyrene_Harness framework. It combines immersive character chat with practical Agent capabilities for daily tasks, coding assistance, learning, and tools like music and weather.
Mission Control for your Hermes agents
AgentiLoop Agent! An Autonomous Agentic Agent for Mac, and exclusive Apple only harnesss. Suppprtd automation, scripting, coding, build anything and more. Powered by 18+ LLM providers across local and cloud platforms.
Lightweight, clear, and fully extensible AI agent infrastructure — learn easily, customize anything 🐉
OS-level autonomous AI agent with long-term memory, multi-agent coordination, Titan Chronos scheduler & Moltbot Social Core
Compress LLM context to save tokens and reduce costs
Realm is a cross platform Red Team engagement platform with a focus on automation and reliability.
RL‑Empowered Small‑Scale Competitive Guandan Agent
An AI workflow skill pack for research, competitions, and innovation projects.
An open-source documentation publishing tool built for MDX and OpenAPI. Seamlessly combine markdown, interactive JSX components, and API specifications to create modern, developer-friendly docs.
The open source visual testing platform for teams and AI agents. Review the product, not just the code.
Agency Agents is a small, native app for browsing, installing, and tracking the agent personas from msitarzewski/agency-agents across the AI coding tools you actually use.
Private local model studio, AI chat, and agent workspace powered by WebGPU and WebLLM.
A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Go.
xLAM: A Family of Large Action Models to Empower AI Agent Systems
API to run VirtualHome, a Multi-Agent Household Simulator
A powerful Go framework for building production-ready AI agents!