monocle2ai/monocle

Monocle is a framework for tracing GenAI app code. This repo contains implementation of Monocle for GenAI apps written in Python.

GitHub repository with 179 stars and 36 forks.

Language: Python

Topics: generative-ai, linux-foundation, llm-agent, llm-inference, llms, observability, opentelemetry, oss, python, telemetry

Open provider repository

Latest metric snapshot

2026-06-05: 179 stars and 36 forks.

Similar repositories

  1. 1. rohitg00/ai-engineering-from-scratch

    Learn it. Build it. Ship it for others.

    GitHub repository with 28,711 stars and 4,695 forks.

    Trending score: 5.32; stars gained: +1,261; forks gained: +238.

    Language: Python

    Topics: agents, ai, ai-agents, ai-engineering, computer-vision, course

  2. 2. langchain-ai/langchain

    The agent engineering platform.

    GitHub repository with 138,587 stars and 22,961 forks.

    Trending score: 4.53; stars gained: +171; forks gained: +31.

    Language: Python

    Topics: agents, ai, ai-agents, anthropic, chatgpt, deepagents

  3. 3. wiltodelta/remove-ai-watermarks

    CLI and Python library to strip visible and invisible AI watermarks and provenance metadata (SynthID, C2PA, EXIF/XMP "Made with AI", Gemini sparkle) from AI-generated images

    GitHub repository with 2,955 stars and 253 forks.

    Trending score: 2.80; stars gained: +28; forks gained: +1.

    Language: Python

    Topics: ai, cli, computer-vision, diffusion-models, image-processing, metadata

  4. 4. PurpleAILAB/Decepticon

    Autonomous Hacking Agent for Red Team

    GitHub repository with 4,283 stars and 849 forks.

    Trending score: 2.57; stars gained: +23; forks gained: +3.

    Language: Python

    Topics: agent, ai, cybersecurity, generative-ai, hacking, langchain

  5. 5. traceloop/openllmetry

    Open-source observability for your GenAI or LLM application, based on OpenTelemetry

    GitHub repository with 7,177 stars and 983 forks.

    Trending score: 1.00; stars gained: +10; forks gained: +1.

    Language: Python

    Topics: artifical-intelligence, datascience, generative-ai, good-first-issue, good-first-issues, help-wanted

  6. 6. fancyboi999/ai-engineering-from-scratch-zh

    从零精通 AI 工程 · 20 阶段 468 课 · 中文全量翻译 + 配套站点 如何成为一名Agent 工程师 修成指南

    GitHub repository with 39 stars and 12 forks.

    Trending score: 0.95; stars gained: +8; forks gained: +1.

    Language: Python

    Topics: agents, ai, ai-agents, ai-engineering, chinese, chinese-translation

Trending in Python

  1. 1. NousResearch/hermes-agent

    The agent that grows with you

    GitHub repository with 182,489 stars and 31,288 forks.

    Trending score: 5.95; stars gained: +1,867; forks gained: +361.

    Language: Python

    Topics: ai, ai-agent, ai-agents, anthropic, chatgpt, claude

  2. 2. chopratejas/headroom

    Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server.

    GitHub repository with 14,053 stars and 885 forks.

    Trending score: 5.69; stars gained: +2,829; forks gained: +175.

    Language: Python

    Topics: agent, ai, anthropic, compression, context-engineering, context-window

  3. 3. Imbad0202/academic-research-skills

    Academic Research Skills for Claude Code: research → write → review → revise → finalize

    GitHub repository with 27,616 stars and 2,272 forks.

    Trending score: 5.52; stars gained: +1,079; forks gained: +89.

    Language: Python

    Topics: academic-pipeline, academic-writing, ai-research, claude, claude-code, literature-review

  4. 4. rohitg00/ai-engineering-from-scratch

    Learn it. Build it. Ship it for others.

    GitHub repository with 28,711 stars and 4,695 forks.

    Trending score: 5.32; stars gained: +1,261; forks gained: +238.

    Language: Python

    Topics: agents, ai, ai-agents, ai-engineering, computer-vision, course

  5. 5. vinta/awesome-python

    An opinionated list of Python frameworks, libraries, tools, and resources

    GitHub repository with 301,435 stars and 28,046 forks.

    Trending score: 4.60; stars gained: +518; forks gained: +24.

    Language: Python

    Topics: awesome, collections, python, python-frameworks, python-libraries, python-tools

  6. 6. Alishahryar1/free-claude-code

    Use claude-code for free in the terminal, VSCode extension or discord like OpenClaw (voice supported)

    GitHub repository with 32,540 stars and 4,942 forks.

    Trending score: 4.56; stars gained: +467; forks gained: +82.

    Language: Python

Trending topic: generative-ai

  1. 1. nexu-io/open-design

    🎨 Local-first, open-source Claude Design alternative. 🖥️ Native desktop app. ⚡ 259+ Skills · ✨ 142+ Design Systems 🖼️ Web · desktop · mobile prototypes · slides · images · videos · HyperFrames 📦 Sandboxed preview · HTML/PDF/PPTX/MP4 export 🤖 Claude Code / OpenClaw / Codex / Cursor / OpenCode / Qwen / Copilot / Hermes / Kimi & 17+ CLIs.

    GitHub repository with 59,346 stars and 6,685 forks.

    Trending score: 5.98; stars gained: +1,178; forks gained: +117.

    Language: TypeScript

    Topics: agent-skills, ai-agents, ai-design, byok, claude-code-for-design, claude-design

  2. 2. rohitg00/ai-engineering-from-scratch

    Learn it. Build it. Ship it for others.

    GitHub repository with 28,711 stars and 4,695 forks.

    Trending score: 5.32; stars gained: +1,261; forks gained: +238.

    Language: Python

    Topics: agents, ai, ai-agents, ai-engineering, computer-vision, course

  3. 3. langchain-ai/langchain

    The agent engineering platform.

    GitHub repository with 138,587 stars and 22,961 forks.

    Trending score: 4.53; stars gained: +171; forks gained: +31.

    Language: Python

    Topics: agents, ai, ai-agents, anthropic, chatgpt, deepagents

  4. 4. maximhq/bifrost

    Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

    GitHub repository with 5,504 stars and 698 forks.

    Trending score: 3.70; stars gained: +61; forks gained: +12.

    Language: Go

    Topics: ai-gateway, gateway, gateway-services, generative-ai, guardrails, llm

  5. 5. nexu-io/html-anything

    ✨ The agentic HTML editor — your local AI agent writes the HTML, you ship it. 🚀 75 Skills × 9 Surfaces (magazine · deck · poster · XHS / tweet · prototype · data report · Hyperframes) 🛡️ Sandboxed preview · 📤 1-click to WeChat / X / Zhihu / HTML / PNG 🔑 Zero API key — Claude Code / Cursor / Codex / Gemini / Copilot / OpenCode / Qwen / Aider.

    GitHub repository with 6,144 stars and 600 forks.

    Trending score: 3.48; stars gained: +77; forks gained: +10.

    Language: HTML

    Topics: agent-skills, agentic, ai-agents, ai-design, ai-editor, byok

  6. 6. wiltodelta/remove-ai-watermarks

    CLI and Python library to strip visible and invisible AI watermarks and provenance metadata (SynthID, C2PA, EXIF/XMP "Made with AI", Gemini sparkle) from AI-generated images

    GitHub repository with 2,955 stars and 253 forks.

    Trending score: 2.80; stars gained: +28; forks gained: +1.

    Language: Python

    Topics: ai, cli, computer-vision, diffusion-models, image-processing, metadata