• Landmark project

  385,452 stars

• Very active

  82,068 commits in 52 weeks

• Community-driven

  ~3,072 contributors

• Well documented

  High community health score

• Repeat trending

  84 trending appearances

• Top 10% tracked

  Rank 5 of 1058

OpenClaw provides a scalable infrastructure for executing complex, locally hosted AI agent workloads. It abstracts away the complex challenges of managing LLM context windows, local embedding generation, and fast retrieval augmented generation (RAG) loops. The system orchestrates clusters of local LLMs and coordinates tasks to ensure high throughput for personal automation. By providing a unified API, it allows developers to build privacy-first AI tools that don't rely on sending sensitive data to cloud providers.

This tool is designed for developers, researchers, and privacy advocates who need to reliably run AI agents locally. It requires familiarity with local LLM deployment and consumer GPU configurations.

• Local orchestration: Manages clusters of local models to execute concurrent inference tasks.
• Privacy-first execution: Ensures no sensitive context or prompt data ever leaves the local network.
• Unified API: Provides a simple interface for submitting queries and retrieving the generated responses.
• RAG integration: Maintains a ready pool of local vectors to drastically reduce context retrieval times.
• Scalable architecture: Designed to scale across multiple consumer GPUs for massive inference workloads.

Getting started: npm install openclaw

1. openclaw 2026.7.1-2v2026.7.1-2Aug 4, 2026

   ### Fixes - **npm plugin updates:** accept singleton-array metadata from newer npm clients so tracked official plugins can install and update to correction releases. (#108336)

2. openclaw 2026.7.1-1v2026.7.1-1Aug 4, 2026

   ### Fixes - **Codex progress replies:** keep app-server turns running after delivered progress messages so GPT/Codex reaches its authoritative terminal response instead of stopping mid-turn. (#106961, #108487) Thanks @joshavant. - **Memory Core startup repair:** recover derived legacy-index and cache-sidecar conflicts without trapping the Gateway in a fatal restart loop, while keeping structural vector-store corruption retryable. (#107220, #108652) Thanks @goutam-adwant. - **WSL state permissions:** tolerate `EROFS` from guarded chmod operations only when the existing state path is already private, preserving fail-closed handling for broad permissions. (#108250, #108258) - **Legacy migration recovery:** keep reviewed migration residue nonfatal during startup instead of blocking otherwise healthy upgrades. (#106101) - **Managed plugin updates:** recover stale npm lock metadata so official managed plugins can update cleanly. (#107294, #107866)

3. openclaw 2026.7.2-beta.7v2026.7.2-beta.7Aug 2, 2026pre-release267 downloads

   ## 2026.7.2 ### Highlights - **State safety and recovery:** protect persisted data with a quarantine store that survives primary-database damage, crash-recoverable SQLite snapshots, crash-durable filesystem publication, schema-upgrade data-loss rejection, and rollback-writer snapshot recovery. (#110453, #113367, #113453, #113473, #113580) Thanks @vincentkoc. - **Durable channel delivery:** keep accepted messages recoverable across gateway restarts and local crashes through the shared ingress drain and dead-letter recovery, covering Telegram, Signal, Slack, QQBot, Twitch, Synology Chat, Tlon, IRC, and Zalo User. #108656, #107246, #109911 (#108924, #107288, #109907, #109910, #110844, #110852, #110899, #110910, #110914, #110916, #111029) Thanks @obviyus and @edenfunf. - **Session rewind and branching:** rewind or fork conversations from individual messages, switch transcript branches across web and native apps, fork upstream Codex sessions, preserve branch-safe queued sends, reject stale-pane writes, and restore prompt images after a fork. (#110660, #110857, #110886, #111149, #112056, #112284, #113073, #113945) Thanks @vincentkoc. - **Interactive MCP Apps and dashboards:** host tick

4. openclaw 2026.7.2-beta.6v2026.7.2-beta.6Aug 1, 2026pre-release

   ## 2026.7.2 ### Highlights - **State safety and recovery:** protect persisted data with a quarantine store that survives primary-database damage, crash-recoverable SQLite snapshots, crash-durable filesystem publication, schema-upgrade data-loss rejection, and rollback-writer snapshot recovery. (#110453, #113367, #113453, #113473, #113580) Thanks @vincentkoc. - **Durable channel delivery:** keep accepted messages recoverable across gateway restarts and local crashes through the shared ingress drain and dead-letter recovery, covering Telegram, Signal, Slack, QQBot, Twitch, Synology Chat, Tlon, IRC, and Zalo User. #108656, #107246, #109911 (#108924, #107288, #109907, #109910, #110844, #110852, #110899, #110910, #110914, #110916, #111029) Thanks @obviyus and @edenfunf. - **Session rewind and branching:** rewind or fork conversations from individual messages, switch transcript branches across web and native apps, fork upstream Codex sessions, preserve branch-safe queued sends, reject stale-pane writes, and restore prompt images after a fork. (#110660, #110857, #110886, #111149, #112056, #112284, #113073, #113945) Thanks @vincentkoc. - **Interactive MCP Apps and dashboards:** host tick

5. openclaw 2026.7.2-beta.5v2026.7.2-beta.5Jul 28, 2026pre-release

   ## 2026.7.2 ### Highlights - **State safety and recovery:** protect persisted data with a quarantine store that survives primary-database damage, crash-recoverable SQLite snapshots, crash-durable filesystem publication, schema-upgrade data-loss rejection, and rollback-writer snapshot recovery. (#110453, #113367, #113453, #113473, #113580) Thanks @vincentkoc. - **Durable channel delivery:** keep accepted messages recoverable across gateway restarts and local crashes through the shared ingress drain and dead-letter recovery, covering Telegram, Signal, Slack, QQBot, Twitch, Synology Chat, Tlon, IRC, and Zalo User. #108656, #107246, #109911 (#108924, #107288, #109907, #109910, #110844, #110852, #110899, #110910, #110914, #110916, #111029) Thanks @obviyus and @edenfunf. - **Session rewind and branching:** rewind or fork conversations from individual messages, switch transcript branches across web and native apps, fork upstream Codex sessions, preserve branch-safe queued sends, reject stale-pane writes, and restore prompt images after a fork. (#110660, #110857, #110886, #111149, #112056, #112284, #113073, #113945) - **Interactive MCP Apps and dashboards:** host ticketed MCP Apps with b

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