goclaw — What is it?

GoClaw is an open-source, multi-tenant AI agent platform designed for orchestrating large-scale AI agent teams with robust security and concurrency.

⭐ 3,202 Stars 🍴 886 Forks Go NOASSERTION Author: nextlevelbuilder
Source: per README View on GitHub →

Why it matters

GoClaw is gaining attention due to its robust multi-tenant architecture, comprehensive security features, and support for a wide range of LLM providers. Its unique 8-stage agent pipeline and 3-tier memory system stand out, offering scalability and advanced AI capabilities without compromising on safety.

Source: Synthesis of README and project traits

Core Features

8-Stage Agent Pipeline

A comprehensive process flow for AI agents, including context, history, prompt, thinking, acting, observing, memory, and summarizing stages, with pluggable and always-on execution.

Source: per README
3-Tier Memory

A memory system with working, episodic, and semantic layers, supporting progressive loading and providing a comprehensive knowledge graph for AI agents.

Source: per README
Multi-Tenant PostgreSQL

A multi-tenant setup with per-user workspaces, context files, encrypted API keys, and role-based access control, ensuring isolation and security.

Source: per README
20+ LLM Providers

Support for a variety of LLM providers, including Anthropic, OpenAI, and others, with native HTTP+SSE support and prompt caching for Anthropic.

Source: per README

Architecture

The architecture of GoClaw is inferred to be modular, with a clear separation of concerns. It features a multi-tenant design, leveraging PostgreSQL for data storage, and utilizes Go's concurrency features extensively. The codebase is structured to support pluggable components, such as the 8-stage agent pipeline and various LLM providers.

Source: Code tree + dependency files

Project Knowledge Graph

Knowledge graph: project (center) + core features (inner hexagons) + key dependencies (outer chips) github.com/aws/aws-sdk-go-v2github.com/aws… github.com/jackc/pgx/v5github.com/jac… github.com/gorilla/websocketgithub.com/gor… github.com/opentelemetry/opentelemetry-gogithub.com/ope… 8-Stage Agent Pipeline8-Stage Agent Pipel… 3-Tier Memory Multi-Tenant PostgreSQLMulti-Tenant Postgr… 20+ LLM Providers goclaw Project Core feature Key dependency

Center: project; inner ring: core feature modules; outer ring: key dependencies. Auto-generated from core_features and tech_stack.key_deps.

Tech Stack

LanguageGoFrameworkWails for desktop app, Cobra for CLI, and various libraries for LLM integration and other functionalities
github.com/aws/aws-sdk-go-v2github.com/jackc/pgx/v5github.com/gorilla/websocketgithub.com/opentelemetry/opentelemet…
Docker, with options for deployment on a VPS or local desktop environments
Source: Dependency files + code tree

Quick Start

From Source: ```bash # Prerequisites: Go 1.26+, PostgreSQL 18 with pgvector, Docker (optional) git clone -b main https://github.com/nextlevelbuilder/goclaw.git && cd goclaw make build ./goclaw onboard # Interactive setup wizard source .env.local && ./goclaw ```
Source: README Installation/Quick Start

Use Cases

GoClaw is suitable for organizations and developers looking to deploy and manage large-scale AI agent teams. It is useful in scenarios requiring multi-tenant AI orchestration, such as customer service automation, data analysis, and content creation.

Source: README

Strengths & Limitations

Strengths

  • Strength 1: Robust multi-tenant architecture for secure AI agent orchestration
  • Strength 2: Comprehensive support for various LLM providers
  • Strength 3: Scalable and efficient with Go's concurrency features

Limitations

  • Limitation 1: Limited documentation on some advanced features
  • Limitation 2: May require significant setup for full functionality
Source: Synthesis of README, code structure and dependencies

Latest Release

v3.11.3 (2026-04-27): GoClaw v3.11.3 lite-v3.9.1 (2026-04-27): GoClaw Lite v3.9.1 v3.11.2 (2026-04-25): GoClaw v3.11.2 v3.11.1 (2026-04-25): GoClaw v3.11.1 v3.11.0 (2026-04-24): GoClaw v3.11.0

Source: GitHub Releases

Verdict

GoClaw is a promising project for teams requiring advanced AI orchestration capabilities. Its robust architecture and support for a wide range of LLM providers make it a strong candidate for complex AI applications, particularly in environments that demand high security and scalability.

Transparency Notice
This page is auto-generated by AI (a large language model) from the following public materials: GitHub README, code tree, dependency files and release notes. Analyzed at: 2026-05-23 18:43. Quality score: 85/100.

Data sources: README, GitHub API, dependency files