Search results for "easy"
[GenAI Application Development Framework] π Build GenAI application quick and easy π¬ Easy to interact with GenAI agent in code using structure data and chained-calls syntax 𧩠Use Event-Driven Flow
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
MCP Workspace Server: A secure Model Context Protocol server providing file, git, and GitHub tools for AI assistants within a sandboxed project directory.
A production-ready runtime framework for agent apps with secure tool sandboxing, Agent-as-a-Service APIs, scalable deployment, full-stack observability, and broad framework compatibility.
Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.
Your AI assistant that never forgets and runs 100% privately on your computer. Leave it on 24/7 - it learns your preferences, helps with code, manages your health goals, searches the web, and connects
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!
Vibe-Skills is an all-in-one AI skills package. It seamlessly integrates expert-level capabilities and context management into a general-purpose skills packageοΌ enabling any AI agent to instantly upgr
An event-driven framework designed to build and orchestrate multi-agent AI systems. It enables seamless integration of AI agents with real-world data sources and systems, facilitating complex, multi-s
The Best AI Agent Framework for Agent Collaboration.
The Pinecone Python client
A more beautiful and easier-to-use alternative to OpenClaw. It features a nicer Web UI, built-in IM support, and a sandboxed runtime for improved safety. Under the hood, it is powered by a Claude Code
πͺ π§ Model Context Protocol (MCP) Server for Jupyter.
The official Python SDK for Model Context Protocol servers and clients
OpenAI-compatible HTTP LLM proxy / gateway for multi-provider inference (Google, Anthropic, OpenAI, PyTorch). Lightweight, extensible Python/FastAPIβuse as library or standalone service.
MCP Server for Computer Use in Windows
Pocket Flow: 100-line LLM framework. Let Agents build Agents!
Droid LLM Hunter is a tool to scan for vulnerabilities in Android applications using Large Language Models (LLMs).
Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.
Open source platform for AI Engineering: OpenTelemetry-native LLM Observability, GPU Monitoring, Guardrails, Evaluations, Prompt Management, Vault, Playground. ππ» Integrates with 50+ LLM Providers,
MCP server to manage Facebook and Instagram Ads (Meta Ads)
RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry
An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.
RAGElo is a set of tools that helps you selecting the best RAG-based LLM agents by using an Elo ranker
Universal LLM Gateway: One API, every LLM. OpenAI/Anthropic-compatible endpoints with multi-provider translation and intelligent load-balancing.
A comprehensive Python client library and MCP server for Microsoft Dynamics 365 Finance & Operations (D365 F&O) that provides easy access to OData endpoints, metadata operations, label management, and
LightAgent: Lightweight AI agent framework with memory, tools & tree-of-thought. Supports multi-agent collaboration, self-learning, and major LLMs (OpenAI/DeepSeek/Qwen). Open-source with MCP/SSE prot
π‘βοΈAI-Powered Penetration Testing Framework with automated vulnerability scanning, multi-agent system, and compliance reportingπ‘βοΈ
Open Framework for AI Agents to play Red Alert through Reinforcement Learning
A text-based user interface (TUI) client for interacting with MCP servers using Ollama. Features include agent mode, multi-server, model switching, streaming responses, tool management, human-in-the-l
Make AI work for Everyone - Monitoring and governing for your AI/ML
An AI-powered GitHub code review tool that uses LLMs to detect high-confidence, high-impact issuesβsuch as security vulnerabilities, bugs, and maintainability concerns.
A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines
AI observability platform for production LLM and agent systems.
π¬ AI-powered YouTube Shorts automation tool using LLMs, real-time search, and text-to-speech. Create engaging short-form videos with automated research, voiceovers, and subtitles.
Official MCP Servers for AWS
Desktop AI Assistant powered by GPT-5, GPT-4, o1, o3, Gemini, Claude, Ollama, DeepSeek, Perplexity, Grok, Bielik, chat, vision, voice, RAG, image and video generation, agents, tools, MCP, plugins, spe
A Multi-Agentic AI Assistant/Builder
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
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
LlamaIndex is the leading document agent and OCR platform
Agent samples built using the Strands Agents SDK.
Build and run agents you can see, understand and trust.
The Next-Gen Agent-Native Skill Recommendation Engine
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.
A high-throughput and memory-efficient inference and serving engine for LLMs
A comprehensive evaluation framework for AI agents and LLM applications.
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
MaverickMCP - Personal Stock Analysis MCP Server
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.
Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server & CLI Tool
Unified framework for building enterprise RAG pipelines with small, specialized models
A multi-agent LLM system for detecting and resolving cognitive dissonance.
Agent Zero AI framework
π€ Manage multiple Telegram accounts effortlessly with AI-driven tools for bulk messaging, scheduling, and more in one easy-to-use platform.
Lightweight, embedded graph-based memory system for AI applications. Fast (<3ms recall), offline-first, with MCP server support for Claude and other AI tools.
Markdown-first work-memory protocol for existing agents, with maintained knowledge, candidate notes, evals, and an example KB.
Local First AI SEO Software on Nix, FastHTML & HTMX
Enforce zero-trust rules for AI agents to prevent hallucinations, unsafe actions, and policy bypasses
Enable AI-driven automated Android dynamic analysis by controlling Frida through the Model Context Protocol for streamlined reverse engineering.
π€ Transform internal knowledge retrieval with a secure, on-premise RAG-powered chatbot that enhances efficiency through natural language queries.
π οΈ Connect Blender to Claude AI for seamless 3D modeling and scene manipulation using the Model Context Protocol for enhanced creative workflows.
A simple Python sandbox for helpful LLM data agents
π€ The most comprehensive directory of AI agent frameworks, platforms, tools, and resources - hundreds of curated entries covering open-source, no-code, enterprise, and autonomous solutions. NEW Boil
The LLM Evaluation Framework
π LLM Context Benchmarks - A comprehensive benchmarking tool for testing LLMs with varying context sizes using Ollama. Features dual benchmark modes (API/CLI), automatic hardware detection (optimiz
Ship customer-facing AI with isolation, spend controls, and provenance.
JSON Agents - A universal JSON-native standard for describing AI agents, their capabilities, tools, runtimes, and governance in a portable, framework-agnostic format. Based on RFC 8259, JSON Schema 2
Human-supervised AI code generation using Plan-Do-Check-Act methodology with TDD and refactoring. Works as Claude Code skill or standalone prompts.
[Community Supported] Perforce P4 MCP Server is a Model Context Protocol (MCP) server that integrates with the Perforce P4 version control system.
π§ PromptDrifter β oneβcommand CI guardrail that catches prompt drift and fails the build when your LLM answers change.
Design, conduct and analyze results of AI-powered surveys and experiments. Simulate social science and market research with large numbers of AI agents and LLMs.
YouTubeGPT is an LLM-based web-app that can be run locally and allows you to summarize and chat (Q&A) with YouTube videos.
Lightweight hallucination detection framework for RAG applications
MCP Server for Apache Spark History Server. The bridge between Agentic AI and Apache Spark.
CloneMe is an advanced AI platform that builds your digital twinβan AI that chats like you, remembers details, and supports multiple platforms. Customizable, memory-driven, and hot-reloadable, it's th
π§ Enhance LLM agents with an agentic memory system, featuring automatic note construction, dynamic memory updates, and intelligent semantic retrieval.
Enable AI agents to search, crawl, and extract web data with IP rotation, CAPTCHA handling, and rate limit management via CLI and Python.
π€ Build advanced AI agents with a collection of production-ready applications using modern frameworks for single and multi-agent systems.
Deploy a local, multi-user RAG system to query PDF and DOCX documents using a local LLM without cloud or API dependencies.
Automate red teaming by using AI to plan attacks, run security tools, move laterally, and escalate privileges in network environments.
Complete Workspace Template for OpenClaw - Full agent lifecycle with unified memory system (Markdown + SQLite), self-evolution, RAG. Not for SubAgent/Skill use.
π Enable local LLMs with real-time Google search, live feeds, OCR, and video insights using noapi-google-search-mcp server tools.
π€ Implement hybrid human-AI orchestration patterns in Python to coordinate agents, manage sessions, and enable smooth AI-human handoffs.
Provide full Python API access to NotebookLM features, including advanced functions beyond the web interface, via CLI and AI agent integration.
Decrypt WeChat databases on macOS by extracting encryption keys to access and export chat records with support for searching and AI query integration.
Second Brain is a desktop application that acts as a personal knowledge base, using retrieval-augmented generation (RAG), multimodal AI models, and a hybrid lexical/semantic search algorithm to intera
A collection of Summoner clients and agents featuring example implementations and reusable templates
π Build a leading-edge e-commerce recommendation system using RAG architecture, Groq Llama 3, LangChain, and AstraDB, deployed on Kubernetes for scalability.
π Build and scale reliable Retrieval-Augmented Generation (RAG) systems with this curated collection of tools, frameworks, and best practices.
ποΈ Simplify booking with this AI service agent that processes queries, finds local options, and offers immediate slots and notifications.
Provide a local, privacy-focused AI assistant for Telegram that runs fully on your machine without sending data to the cloud.
Sandboxed code execution for AI agents, locally or on the cloud. Massively parallel, easy to extend. Powering SWE-agent and more.
Simplify web scraping by extracting data from modern websites with an easy-to-use Python library designed for efficiency and clarity.
Enable any language model with permanent, searchable memory using a lightweight middleware for on-demand retrieval and continuous learning.
π§ Enhance visual search with Mini-o3, providing state-of-the-art multi-turn reasoning and easy-to-use training code for advanced AI applications.
π€ Recommend TV shows by matching favorites, averaging embeddings, and finding similar titles using fuzzy search and vector similarity.
β‘ Optimize vector searches with a hyper-efficient cache that uses machine learning for faster, smarter data access and reduced costs.
π Remove watermarks from OpenAI Sora 2 videos using precise spectral analysis to keep video quality intact and watermark-free.
π Enable AI-driven network security scanning with a production-ready Nmap MCP server supporting diverse tools, scan types, and timing templates.
π€ Create and modify workflows effortlessly with ComfyUI's AI assistant, enabling natural conversations with agents like Claude and Gemini.
π Transform your workflow with persistent markdown files for planning, tracking progress, and storing knowledge like a pro.
π Learn from diverse sources with OmniLearnAI, an intelligent platform that combines documents, videos, and more, all with reliable citations.
π οΈ Simplify your tasks with MineContext, an open-source AI tool that provides context-aware support for clarity and efficiency in work and study.
Store, consolidate, and recall coding agent memories with provenance tracking using SQLite and FAISS for fast, structured knowledge access.
Build multi-organization LLM chat platforms with model routing, tool execution, usage analytics, and OpenAI-compatible APIs.
π₯ Generate AI-driven videos with Seedance 2.0, offering precise physics, lip-sync, and prompt accuracy for seamless content creation.
Discover and integrate a curated, weekly-updated set of 339+ advanced AI skills to enhance OpenClaw-powered personal assistants.
Autonomous, multilingual AI voice agent using ElevenLabs, LangGraph, and RAG for government services
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
A stateful AI agent framework powered by the Cognitive Lattice to solve complex tasks with persistent memory and reliable tool orchestration.
π¦Ύ A productionβready research outreach AI agent that plans, discovers, reasons, uses tools, autoβbuilds cited briefings, and drafts tailored emails with toolβchaining, memory, tests, and turnkey Dock
Python client for the official Notion API
OpenTelemetry LlamaIndex instrumentation
OpenTelemetry crewAI instrumentation
Python<->ObjC Interoperability Module
OpenTelemetry Cohere instrumentation
Easy VCS-based management of project version strings
OpenTelemetry Anthropic instrumentation
AsyncIO version of the standard multiprocessing module
Python Social Authentication, Django integration.
Python client library for IBM Cloudant
OpenTelemetry Langchain instrumentation
Python social authentication made simple.
A complete web automation framework for end-to-end testing.
An event-driven, async-first, step-based way to control the execution flow of AI applications like Agents.
OpenTelemetry Vertex AI instrumentation
Async generators and context managers for Python 3.5+
A record linkage toolkit for linking and deduplication
A standard API for reinforcement learning and a diverse set of reference environments (formerly Gym).
Python framework for fast Vector Space Modelling
The kms module of Aliyun Python sdk.
Efficient, Flexible and Portable Structured Generation
This python module helps converting arbitrary Python objects into JSON strings and back.
Cutting-edge framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
Utilities for spying on function calls in unit tests.
A Django app providing DB, form, and REST framework fields for zoneinfo and pytz timezone objects.
Microsoft Corporation Azure AI Projects Client Library for Python
Fiona reads and writes spatial data files
pytest plugin for URL based testing
A package that allows you to utilize 12factor inspired environment variables to configure your Django application.
Strict separation of settings from code.
A Python framework for building reactive web-apps. Developed by Plotly.
Python Client SDK for Unstructured API
Ultralytics YOLO π for SOTA object detection, multi-object tracking, instance segmentation, pose estimation and image classification.
A pytest plugin to report test results as JSON files
A library to identify devices (phones, tablets) and their capabilities by parsing browser user agent strings.
dlt is an open-source python-first scalable data loading library that does not require any backend to run.
Creates JUnit XML test result documents that can be read by tools such as Jenkins
Microsoft Azure Storage Common Client Library for Python
SQLModel, SQL databases in Python, designed for simplicity, compatibility, and robustness.
Developer-friendly load testing framework
PyTorch native Metrics
A declarative object transformer and formatter, for conglomerating nested data.
Simple and rapid application development framework, built on top of Flask. includes detailed security, auto CRUD generation for your models, google charts and much more.
A command line interface for Databricks
Python Geocoding Toolbox
A framework for building Singer taps and targets
Super lightweight function registries for your library
Modern high-performance serialization utilities for Python
Industrial-strength Natural Language Processing (NLP) in Python
TensorFlow is an open source machine learning framework for everyone.
A Python Progressbar library to provide visual (yet text based) progress to long running operations.
User authentication and session management for Flask.
A versatile test fixtures replacement based on thoughtbot's factory_bot for Ruby.
Invoke py.test as distutils command with dependency resolution
Embeddings, Retrieval, and Reranking
GraphQL Framework for Python
Human friendly output for text interfaces using Python
A friendly Python library for async concurrency and I/O
An extension module for click to enable registering CLI commands via setuptools entry-points.
An easy safelist-based HTML-sanitizing tool.
The core module of Aliyun Python SDK.
Python dependency management and packaging made easy.
The Slack API Platform SDK for Python
IPython: Productive Interactive Computing
No description
Timeout context manager for asyncio programs
Pytest plugin for measuring coverage.
A simple framework for building complex web applications.
Typer, build great CLIs. Easy to code. Based on Python type hints.
FastAPI framework, high performance, easy to learn, fast to code, ready for production
Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
Powerful data structures for data analysis, time series, and statistics
A fast and minimal framework for building agentic systems
A Python-Script Based Generative AI platform