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inspector. Testing and evaluation platform to chat, inspect, and debug MCP servers, MCP apps, and ChatGPT apps.

inspector. Visual testing tool for MCP servers

AssetOpsBench. AssetOpsBench - Industry 4.0: A unified benchmark and framework for building, orchestrating, and evaluating domain-specific AI agents for Industry 4.0 asset operations and maintenance, with 460+ scenarios, 5 specialist agents (IoT, FMSR, TSFM, Work Order,...), and multi-agent orchestration blueprints (MetaAgent, AgentHive) over MCP.

semantic-kernel. Integrate cutting-edge LLM technology quickly and easily into your apps

hermes-agent. The agent that grows with you

autoresearch. AI agents running research on single-GPU nanochat training automatically

mcp-ui. UI over MCP. Create next-gen UI experiences with the protocol and SDK!

terminal. The new Windows Terminal and the original Windows console host, all in the same place!

forge. Universal CLI for coding agents, powered by the Agent Client Protocol

awesome-deepseek-agent.

Petrophysics-Python-Series. A series of Jupyter notebooks showing how to load well log and petrophysical data in python.

LoopStructural. LoopStructural is an open-source 3D structural geological modelling library.

wiki-memory. Python

lancelot. A Governed Autonomous System — constitutional governance, risk-tiered execution, and progressive trust graduation for AI agents.

GeoX-Bench. [AAAI 2026 Oral] GeoX-Bench: Benchmarking Cross-View Geo-Localization and Pose Estimation Capabilities of Large Multimodal Models

OpendTect. 4cce3e7a

arifOS. [L0 CONSTITUTION] arifOS — constitutional MCP kernel. Law, identity, F1–F13, VAULT999. Judges but never executes. DITEMPA BUKAN DIBERI.

sgnlp. Machine learning models from Singapore's NLP research community

aider. aider is AI pair programming in your terminal

paperclip. The open-source app everyone uses to manage agents at work

cigvis. CIGVis is a tool for geophysical data visualization, which developed by Computational Interpretation Group (CIG)

fastmcp. 🚀 The fast, Pythonic way to build MCP servers and clients.

gitleaks. Find secrets with Gitleaks 🔑

eigent. Eigent: The Open Source Cowork Desktop - Local and Free Alternative to Claude Cowork and Codex

OpenRoom. A browser-based desktop where AI Agent operates every app through natural language.

macrostrat. A geological data platform for exploration, integration, and analysis

smolagents. 🤗 smolagents: a barebones library for agents that think in code.

CodeGraphContext. An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.

A2A. Agent2Agent (A2A) is an open protocol enabling communication and interoperability between opaque agentic applications.

gitingest. Replace 'hub' with 'ingest' in any GitHub URL to get a prompt-friendly extract of a codebase

reader. Convert any URL to an LLM-friendly input with a simple prefix https://r.jina.ai/

PREA. The NVIDIA of AI Agents. You have the computer layer, LLM's provide the language layer — NOW PREA provides the thinking layer. Strategic operational consultation built on 20+ years of real-world expertise in pharma, biotech, automotive, AI systems. By Agentia | Hex-Evo Ltd.

AIOS. AIOS: AI Agent Operating System

modelcontextprotocol. The official MCP server implementation for the Perplexity API Platform

build-your-own-x. Master programming by recreating your favorite technologies from scratch.

earmark-open-intelligence-protocol. Open Intelligence Protocol Specification // a corpus by EARMARK

architect-mcp-server. A powerful, self-extending MCP server for dynamic AI tool orchestration. Features sandboxed JS execution, capability-based security, automated rate limiting, marketplace integration, and a built-in monitoring dashboard. Built for the Model Context Protocol (MCP).

superpowers. An agentic skills framework & software development methodology that works.

opencode. A powerful AI coding agent. Built for the terminal.

claude-constitution. The foundational document describing Claude's values and behavior

awesome-open-geoscience. Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome

c0ntextKeeper. Automatic context preservation for Claude Code. Never lose work to compaction again. 7 hooks, 187 semantic patterns, 3 MCP tools.

awesome-ai-apps. A collection of projects showcasing RAG, agents, workflows, and other AI use cases

openclaw. Your own personal AI assistant. Any OS. Any Platform. The lobster way. 🦞

agentic-awesome-skills. AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

awesome-skills. The Ultimate Collection of 200+ Agentic Skills for Claude Code/Antigravity/Cursor. Battle-tested, high-performance skills for AI agents including official skills from Anthropic and Vercel.

core. Go

obsidian-agent. Python

composio. Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action.

agent-zero. Agent Zero AI framework

kimi-cli. Kimi Code CLI is your next CLI agent.

adk-samples. A collection of sample agents built with Agent Development Kit (ADK)

openai-agents-js. A lightweight, powerful framework for multi-agent workflows and voice agents

skills. Skills Catalog for Codex

openai-node. Official JavaScript / TypeScript library for the OpenAI API

openai-python. The official Python library for the OpenAI API

evals. Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.

openai-cookbook. Examples and guides for using the OpenAI API

MemOS. Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings

awesome-generative-ai-guide. A one stop repository for generative AI research updates, interview resources, notebooks and much more!

AutoSHARE. AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

llm-course. Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

qdrant. Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

claude-code. Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster by executing routine tasks, explaining complex code, and handling git workflows - all through natural language commands.

GHOST. Agentic ✧ Gemma Inference for Android System Intelligence

langchain. The agent engineering platform.

gempy. GemPy is an open-source, Python-based 3-D structural geological modeling software, which allows the implicit (i.e. automatic) creation of complex geological models from interface and orientation data. It also offers support for stochastic modeling to address parameter and model uncertainties.

promptfoo. Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, DeepSeek, and more. Simple declarative configs with command line and CI/CD integration. Used by OpenAI and Anthropic.

mem0. Universal memory layer for AI Agents

langfuse. 🪢 Open source AI engineering platform: LLM evals, observability, metrics, prompt management, playground, datasets. Integrates with OpenTelemetry, LangChain, OpenAI SDK, LiteLLM, and more. 🍊YC W23

open-webui. User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

nanoGPT. The simplest, fastest repository for training/finetuning medium-sized GPTs.

evidently. Evidently is ​​an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

nanochat. The best ChatGPT that $100 can buy.

llama_index. LlamaIndex is the leading document agent and OCR platform

CoreNLP. CoreNLP: A Java suite of core NLP tools for tokenization, sentence segmentation, NER, parsing, coreference, sentiment analysis, etc.

dspy. DSPy: The framework for programming—not prompting—language models

fastapi. FastAPI framework, high performance, easy to learn, fast to code, ready for production

rich. Rich is a Python library for rich text and beautiful formatting in the terminal.

chroma. Search infrastructure for AI

instructor. structured outputs for llms

litellm. The fastest, litest AI Gateway. Rust core with Python SDK. Call 100+ LLM APIs in OpenAI (or native) format with cost tracking, guardrails, load balancing, and logging [Bedrock, Azure, OpenAI, Anthropic, OpenAI, VertexAI, vLLM, Nvidia NIM]

langgraph. Build resilient agents.

pydantic. Data validation using Python type hints

zep. Zep | Examples, Integrations, & More

cleanlab. Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

ragas. Supercharge Your LLM Application Evaluations 🚀

presidio. An open-source framework for detecting, redacting, masking, and anonymizing sensitive data (PII) across text, images, and structured data. Supports NLP, pattern matching, and customizable pipelines.

guidance. A guidance language for controlling large language models.

minions. Big & Small LLMs working together

Guardrails. NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.

guardrails. Adding guardrails to large language models.

autogen. A programming framework for agentic AI

PurpleLlama. Set of tools to assess and improve LLM security.

giskard-oss. 🐢 Open-Source Evaluation & Testing library for LLM Agents

phoenix. AI Observability & Evaluation

garak. the LLM vulnerability scanner

ccai. Data processing for the Collective Constitutional AI project (a collaboration between The Collective Intelligence Project & Anthropic)

ai-governance-framework. Our goal is to mutually develop a governance framework that manages the on-boarding, development of, and running AI-based solutions within financial services organisations - allowing us all to unlock the potential of this disruptive technology in a safe, trustworthy and compliant way.

icai. Inverse Constitutional AI [ICLR 2025]: compressing pairwise preference data into a short constitution of principles.

Constitutional-AI-awesome-papers. Paper lists about 'Constitutional AI System' or 'AI under Ethical Guidelines'

Awesome-Hacking. A collection of various awesome lists for hackers, pentesters and security researchers

agents. Multi-harness agentic plugin marketplace for Claude Code, Codex CLI, Cursor, OpenCode, GitHub Copilot, and Gemini CLI

codex. Lightweight coding agent that runs in your terminal

AI-Constitution. A foundational principles document for any AI system.

sealion. South-East Asia Large Language Models

Memori. Memori is agent-native memory infrastructure. A LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems. Built for enterprise, Memori works with the data infrastructure you already run, no rip-and-replace, and deploys across managed cloud, single-tenant cloud, VPC, and on-premises.

compound-engineering-plugin. Official Compound Engineering plugin for Claude Code, Codex, Cursor, and more

SGToxicGuard. Python

ollama. Get up and running with Kimi-K2.6, GLM-5.2, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.

gitleaks-action. Protect your secrets using Gitleaks-Action

poetiq-arc-agi-solver. This repository allows reproduction of Poetiq's record-breaking submission to the ARC-AGI-1 and ARC-AGI-2 benchmarks.

Neuromodulatory-Control-Networks. Neuromodulatory Control Networks (NCNs), a novel LLM architectural modification inspired by the neuromodulatory systems in the vertebrate brain.