Repository Index

The first exam for code agents in the physical world: frozen robot tasks from many benchmark suites, each answered with a program and verified in a separate sandbox. Runs on Harbor.

• ai-agents
• benchmark
• coding-agents
• embodied-ai

Self-hosted web scraper, crawler and document parser for AI agents: URLs, PDFs with OCR and Office files to clean Markdown/JSON. Firecrawl- and Jina-compatible API, MCP server, agent endpoint, Python/Node SDKs. Single Rust binary.

• ai-agents
• browser-automation
• data-extraction
• firecrawl

One API for every LLM: 170+ providers through one client, with a Rust core and native bindings for every major language.

• anthropic
• api-client
• llm
• machine-learning

Official code for Agent-Reflex: Teaching Language Agents to Act Reflectively

Find known secrets in your AI coding agent sessions (Claude Code, Codex, Cursor), then guard the next one with local hooks that trace risky commands to the content that dictated them. Open source, no telemetry.

• agent-security
• ai-agents
• ai-security
• claude-code

TranslatedPrompt editor for DSH with method cards, draft comparison and quote recovery. DeepSeek Harness (DSH) prompt engineering plugin. Spot omissions in the input box and add a sentence picked from 90 method cards, or rewrite against the original draft, check quotes and restore the original words.

• deepseek-harness
• dsh-plugin
• prompt-engineering
• dsh

Emergi-PersonaOS: A Persona Agent Operating System for Situational Adaptation and Controllable Evolution

Go AI SDK, the Go way. One unified API across 21+ providers. Streaming, structured output, MCP support, stdlib only. Go AI SDK for AI applications inspired by Vercel AI SDK.

• ai
• ai-agents
• ai-tools
• llm

Feather agent harness, training integrations, and evaluation tools for knowledge work

How many bugs can LMs find & fix in large codebases?

• ai
• ai-agents
• benchmark
• benchmarking

A DeepSeek Harness (dsh) plugin — turns dsh web into a SillyTavern-style roleplay frontend: character cards, prompt presets, lorebooks, personas, BM25 long-term memory, world-state deltas, and rollback-able floor operations, all on the dsh agent runtime.

• dsh-plugin
• deepseek-harness
• deepseek-harness-plugin
• sillytavern

Fast, cross-platform, real-time token usage tracker and cost monitor for Claude Code / Codex CLI / Antigravity CLI / Qwen Code / Cline / Zoo Code / Kilo Code / GitHub Copilot / OpenCode / Pi Agent / Piebald.

• analyzer
• claude-code
• codex
• usage

Agent Speed — A lightweight, real-time token speed monitor for Codex and Claude Code. Track tokens per second (TPS), detect slowdowns, and monitor AI agent performance at a glance.

读了么（BookLeme）· 把一本书编译成 Agent Skill —— 双引擎 + 可插拔体裁插件 + 逐字忠实度回验

• agent-skills
• book-to-skill
• document-processing
• knowledge-management

This is the official repo for paper InteractiveWorld A Verifiable Human-Centric Environment for Building Better Interactive MLLM Assistants

TranslatedAcademic research library for DSH — search, cite, approve imports, hand off notes. Also: a research literature library plugin for DeepSeek Harness: search papers, include sources, approve imports into the library, and hand off note leads to other plugins in the same session.

• academic
• agentero
• ai-agents
• citations

Cross-platform desktop LLM client for OpenAI ChatGPT, DeepSeek R1, Anthropic Claude and more, with a focus on privacy and security.

• desktop-app
• react
• rust
• tauri

TranslatedAn enterprise-grade AI chat and knowledge base assistant based on Spring Boot 4 and Spring AI 2.0

Reproducible Docker/vLLM deployment, tuning, and benchmarks for DeepSeek V4.1 Flash on a switchless three-node or four-node DGX Spark fabric.

• deepseek
• dgx-spark
• distributed-inference
• docker

Runtime defense against memory poisoning in AI agents (OWASP ASI06). Drop-in for LangChain, OpenAI Agents, AutoGen, CrewAI and mem0.

• ai-agents
• langchain
• llm-security
• memory-poisoning

Enterprise-grade benchmark evaluating whether AI agents deliver verifiable business outcomes in real business systems — general domain, finance, supply chain, and manufacturing.

• mfg
• scm
• erp
• eval

ModelSphere is an open-source LLM inference infrastructure designed to make production-grade model serving simple, efficient, and continuously optimized.

• ansible
• ascend
• gpu
• helmfile

Official implementation of paper "Cache Engineering for Agents"

Local LLM API Intelligent Gateway — Open-source client + Server Open Core model, unified management of multiple LLM Provider channels, providing intelligent routing, session stickiness, cost optimization, full-chain observability, and team collaborative governance.