Microsoft Azure Monitor Opentelemetry Distro Client Library for Python

SPDX parser and tools.

ODPS Python SDK and data analysis framework

CLI for interacting with LangGraph API

Property-based testing framework for Open API and GraphQL based apps

The PEX packaging toolchain.

Pytest plugin for aiohttp support

Postgresql fixtures and fixture factories for Pytest.

A pytest plugin powered by VCR.py to record and replay HTTP traffic

Python port of Inquirer.js (A collection of common interactive command-line user interfaces)

LINE Messaging API SDK for Python

client libraries for humans

A development tool to measure, monitor and analyze the memory behavior of Python objects.

improved colored diff

Community maintained hooks for PyInstaller

A Python framework for building reactive web-apps. Developed by Plotly.

Python Client SDK for Unstructured API

Workflow orchestration and management.

Dynamic version generation

A declarative object transformer and formatter, for conglomerating nested data.

Toolbox for imbalanced dataset in machine learning

Python Client SDK for the Mistral AI API.

Run coverage and linting reports on diffs

Python library to build pretty command line user prompts ⭐️

A lightweight console printing and formatting toolkit

Modern high-performance serialization utilities for Python

Weasel: A small and easy workflow system

A hyperparameter optimization framework

pip-tools keeps your pinned dependencies fresh.

pytest plugin to re-run tests to eliminate flaky failures

A library implementing the 'SemVer' scheme.

tox is a generic virtualenv management and test command line tool

the modular source code checker: pep8 pyflakes and co

Traitlets Python configuration system

A Python library for the Docker Engine API.

A database migration tool for SQLAlchemy.

Typer, build great CLIs. Easy to code. Based on Python type hints.

The next generation HTTP client.

Composable command line interface toolkit

⚡ Lightweight offline AI agent for local models. No cloud, no API keys — just your GPU.

Deploy any AI model, agent, database, RAG, and pipeline locally or remotely in minutes

pytest plugin for test session metadata

Sandboxed code execution for AI agents, locally or on the cloud.

Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.

An offline AI-powered video analysis tool with object detection (YOLO), image captioning (BLIP), speech transcription (Whisper), audio event detection (PANNs), and AI-generated summaries (LLMs via Oll

The Context Optimization Layer for LLM Applications

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

Security and best-practices scanner for AI Plugins, covering Codex, Claude, Opencode, Gemini & more. Scores trust for plugins 0-100.

MCP Workspace Server: A secure Model Context Protocol server providing file, git, and GitHub tools for AI assistants within a sandboxed project directory.

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.

Secure, Fast, and Extensible Sandbox runtime for AI agents.

Memori is agent-native memory infrastructure. A SQL-native, LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems.

Your agent in your terminal, equipped with local tools: writes code, uses the terminal, browses the web. Make your own persistent autonomous agent on top!

Give any AI agent a full desktop — it sees the screen, clicks, types, and runs apps like a human. Automate anything with a UI: browsers, legacy software, internal tools. No API needed. One Docker comm

Open-source sandboxes for code execution, browser use, and AI agents.

MCP server that gives any LLM its own computer — managed Docker workspaces with live browser, terminal, code execution, document skills, and autonomous sub-agents. Self-hosted, open-source, pluggable

SmarterRouter: An intelligent LLM gateway and VRAM-aware router for Ollama, llama.cpp, and OpenAI. Features semantic caching, model profiling, and automatic failover for local AI labs.

Airut is a system for running Claude Code tasks from email and Slack. It handles workspace provisioning, container isolation, network sandboxing, session persistence, and cleanup — a secure foundation

Data Infrastructure providing a declarative, incremental approach for multimodal AI workloads.

Brain-inspired knowledge graph: spreading activation, Hebbian learning, memory consolidation.

The Best AI Agent Framework for Agent Collaboration.

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.

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

🐫 CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org

Accelerating Long Context LLM Inference with Accuracy-Preserving Context Optimization in SGLang, vLLM, llama.cpp, OpenClaw, RAG, and Agentic AI.

An open-source AI assistant framework with skills and agent architecture

A Claude Code skill that turns your Obsidian vault into a living second brain — autonomous writes, thinking tools, knowledge ingestion, scheduled agents, and _CLAUDE.md for cross-surface context.

AINL helps turn AI from "a smart conversation" into "a structured worker." It is designed for teams building AI workflows that need multiple steps, state and memory, tool use, repeatable execution, v

Give your AI agents persistent memory.

AI-powered development framework with task management, 41 agents, 83 skills, and MCP tools for Cursor, Claude Code, Gemini, Codex & OpenCode. File-based memory that survives across sessions.

AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation

OpenAI-compatible HTTP LLM proxy / gateway for multi-provider inference (Google, Anthropic, OpenAI, PyTorch). Lightweight, extensible Python/FastAPI—use as library or standalone service.

Local MCP server for DuckDB and MotherDuck

Your second brain, starting today. CLI + MCP server that helps you build, maintain, and search a knowledge vault that gets better every day. Works with any AI provider. Local-first, zero-prereq instal

aivectormemory 是一款基于 Model Context Protocol (MCP) 开发的OpenClaw、OpenCode、ClaudeCodeAI记忆管理工具。它专门为 Claude、OpenCode、Cursor 和 主流IDE 编程工具设计，通过向量数据库技术解决 AI 在不同对话会话中「健忘」的问题。aivectormemory: A lightweight MCP Se

RAGLight is a modular framework for Retrieval-Augmented Generation (RAG). It makes it easy to plug in different LLMs, embeddings, and vector stores, and now includes seamless MCP integration to connec

Open-source multi-agent AI assistant powered by LangGraph, FastAPI & Next.js — 16+ agents, Human-in-the-Loop, MCP integration, voice TTS, RAG, 500+ metrics, 6 languages.

Humans and AI agents, building knowledge bases together. Self-hosted document annotation, version control, semantic search, and MCP.

Ultra-Lightweight, Pure Python Multimodal Agent.

PinchBench is a benchmarking system for evaluating LLM models as OpenClaw coding agents. Made with 🦀 by the humans at https://kilo.ai

AI Agent Backend Platform on FastAPI — MCP server + AI orchestration + async DDD architecture. Zero-boilerplate CRUD, auto domain discovery, 14 Claude Code AI development skills.

Universal LLM Gateway: One API, every LLM. OpenAI/Anthropic-compatible endpoints with multi-provider translation and intelligent load-balancing.

Production-ready RAG Framework (Python/FastAPI). 1-line config swaps: 6 Vector DBs (Weaviate, Pinecone, Qdrant, ChromaDB, pgvector, MongoDB), 5 LLMs (Gemini, OpenAI, Claude, Ollama, OpenRouter). OpenA

pytest plugin for URL based testing

Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumption

Buddhist Digital Text Platform — 9,200+ texts, 500+ sources, 8 UI languages, AI Q&A (RAG), knowledge graph, full-text search

Open Framework for AI Agents to play Red Alert through Reinforcement Learning

AI travel planner with 7 specialized agents, RAG, and tool-calling. Built with CrewAI & LangChain. Generates personalized itineraries with flights, hotels, activities, and cultural tips. Production-re

An AI-powered GitHub code review tool that uses LLMs to detect high-confidence, high-impact issues—such as security vulnerabilities, bugs, and maintainability concerns.

"DeepCode: Open Agentic Coding (Paper2Code & Text2Web & Text2Backend)"

Shell and coding agent on mcp clients

Python wrapper for the Tavily API

Interface Python with pkg-config

A coding agent optimized to smaller LLMs

Memory library for building stateful agents

An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of ta

Model Context Protocol (MCP) server for read-only interaction with NetBox data in LLMs

Curated list of the best truly open-source AI projects, models, tools, and infrastructure.

3-tier agentic ChatOps (n8n + GPT-4o + Claude Code) implementing all 21 patterns from "Agentic Design Patterns" — solo operator managing 137 devices

META‑AGENTIC α‑AGI 👁️✨ — Mission 🎯 End‑to‑end: Identify 🔍 → Out‑Learn 📚 → Out‑Think 🧠 → Out‑Design 🎨 → Out‑Strategise ♟️ → Out‑Execute ⚡

Open-Source Intelligent Command Layer

Mustache for Python

Give your AI agent accurate economic data. 330K indicators from FRED, World Bank, IMF, Eurostat & more. MCP server + web UI.

A 27-chapter hands-on tutorial for building an autonomous AI agent from zero in Python. Agent loop, tool system, memory, skills, MCP, multi-platform gateway, and self-evolution — inspired by Herme

Synthadoc: An open-source LLM knowledge compilation engine that turns raw documents into structured, local-first wikis. A transparent, human-readable alternative to traditional RAG, which can be self-

Next generation FEniCS Form Compiler for finite element forms

LLM proxy to observe and debug what your AI agents are doing.

[Community Supported] Perforce P4 MCP Server is a Model Context Protocol (MCP) server that integrates with the Perforce P4 version control system.

Local AI server with persistent memory, RAG, and multi-backend inference (MLX / llama.cpp / Ollama). Runs entirely on your machine — zero data sent to external services.

Open-Sable is a local-first autonomous agent framework with AGI-inspired cognitive subsystems (goals, memory, metacognition, tool use). It can run continuously on your machine, integrate with chat int

A command-line interface tool for serving LLM using vLLM.

Continuous prompt optimization for AI applications. Collect feedback, auto-optimize with DSPy, deliver as reviewable PRs.

Runs agentic coding assistants in Docker containers

Lightweight hallucination detection framework for RAG applications

Self-evolving AI agent framework with 5-layer safety gatekeeper. Agents observe failures, propose fixes, and safely apply them. Built on HKUDS/nanobot.

AI co-pilot for ComfyUI — 113 tools for workflow authoring, model provisioning, and iterative rendering. Multi-provider (Claude, GPT-4o, Gemini, Ollama). Ships as MCP server or standalone CLI.

Automatically Update LLM-Agent Papers Daily using Github Actions (Update Every 12th hours)

⚙️ Enable AI agents to conduct autonomous penetration testing on any Linux distribution with a persistent and robust Model Context Protocol server.

arXiv MCP Server Client 🐙 enables AI assistants to search, retrieve, analyze, and summarize arXiv papers with features like author/category browsing, trends, and citation insights.

CloneMe is an advanced AI platform that builds your digital twin—an AI that chats like you, remembers details, and supports multiple platforms. Customizable, memory-driven, and hot-reloadable, it's th

A Model Context Protocol server that provides task orchestration capabilities for AI assistants

Self-hostable RAG platform - document ingestion, embedding, and vector search behind a simple REST API

An automated, agentic exploratory testing tool that performs comprehensive QA testing on web applications, simulating human user interactions through various input methods (mouse, keyboard, TAB naviga

The localhost AI Agent Runtime -- Chat UI, Tools, RAG, and MCP in one pip install

Complete Workspace Template for OpenClaw - Full agent lifecycle with unified memory system (Markdown + SQLite), self-evolution, RAG. Not for SubAgent/Skill use.

Syllabus-aware RAG study assistant for university students. Answers strictly from your own notes & PDFs, unit-scoped retrieval, cross-encoder reranking, and a hallucination gate — built to help studen

Enable AI agents to search, crawl, and extract web data with IP rotation, CAPTCHA handling, and rate limit management via CLI and Python.

Equip AI agents with internet access to gather real-time data from restricted or hard-to-reach online sources.

🔍 Enable local LLMs with real-time Google search, live feeds, OCR, and video insights using noapi-google-search-mcp server tools.

Automate red teaming by using AI to plan attacks, run security tools, move laterally, and escalate privileges in network environments.

Generate PlantUML Diagrams as PNG/SVG with Embedded Web Viewer

An AI guardian that remembers, watches, and acts.

🧠 Enhance LLM agents with an agentic memory system, featuring automatic note construction, dynamic memory updates, and intelligent semantic retrieval.

Automate shell tasks using a local Ollama model that plans, executes, and fixes commands without cloud or API dependencies.

🤖 Generate secure, automated repo documentation and pull request checks with a safe-by-default toolchain for coding agents.

🖼️ Convert images quickly between formats with ImC, a fast and simple CLI tool built on Pillow for efficient batch processing and clean command usage.

A fast type checker and language server for Python with powerful IDE features

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Parse files into RAG-Optimized formats.

Rich toolkit for building command-line applications