Search results for "build"
Build autonomous AI agents in Python.
A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET.
KohakuTerrarium is a general-purpose AI agent framework and batteries-included app for building, running, and composing self-contained agents and multi-agent teams, with built-in tools, sub-agents, pe
Build resilient language agents as graphs.
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
Open-source sandboxes where coding agents build and deploy. Spin up isolated environments where Claude Code, Cursor, and other agents code and deploy software.
Letta is the platform for building stateful agents: AI with advanced memory that can learn and self-improve over time.
[GenAI Application Development Framework] ๐ Build GenAI application quick and easy ๐ฌ Easy to interact with GenAI agent in code using structure data and chained-calls syntax ๐งฉ Use Event-Driven Flow
Pocket Flow: 100-line LLM framework. Let Agents build Agents!
An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.
Python Deep Agent framework built on top of Pydantic-AI, designed to help you quickly build production-grade autonomous AI agents with planning, filesystem operations, subagent delegation, skills, and
Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP Support
RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry
LLM-powered knowledge base from your Claude Code, Codex CLI, Copilot, Cursor & Gemini sessions. Karpathy's LLM Wiki pattern โ implemented and shipped.
MCP-NixOS - Model Context Protocol Server for NixOS resources
Security and best-practices scanner for AI Plugins, covering Codex, Claude, Opencode, Gemini & more. Scores trust for plugins 0-100.
LLM้ฉฑๅจ็ A/H/็พ่กๆบ่ฝๅๆๅจ๏ผๅคๆฐๆฎๆบ่กๆ + ๅฎๆถๆฐ้ป + LLMๅณ็ญไปช่กจ็ + ๅคๆธ ้ๆจ้๏ผ้ถๆๆฌๅฎๆถ่ฟ่ก๏ผ็บฏ็ฝๅซ. LLM-powered stock analysis system for A/H/US markets.
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.
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
PraisonAI ๐ฆ โ Hire a 24/7 AI Workforce. Stop writing boilerplate and start shipping autonomous agents that research, plan, code, and execute tasks. Deployed in 5 lines of code with built-in memory, R
The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.
423 plugins, 2,849 skills, 177 agents for Claude Code. Open-source marketplace at tonsofskills.com with the ccpi CLI package manager.
Lad MCP Server: Autonomous code & system design review for AI coding agents (Claude Code, Cursor, Codex, etc.). Features multi-model consensus via OpenRouter and context-aware reviews via Serena.
Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.
Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
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!
ARIS โ๏ธ (Auto-Research-In-Sleep) โ Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in โ works wi
A thin cython wrapper around llama.cpp, whisper.cpp and stable-diffusion.cpp
Python SDK, Proxy Server (AI Gateway) to call 100+ LLM APIs in OpenAI (or native) format, with cost tracking, guardrails, loadbalancing and logging. [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropi
MCP server that gives any LLM its own computer โ managed Docker workspaces with live browser, terminal, code execution, document skills, and autonomous sub-agents. Self-hosted, open-source, pluggable
Vibe-Skills is an all-in-one AI skills package. It seamlessly integrates expert-level capabilities and context management into a general-purpose skills package๏ผ enabling any AI agent to instantly upgr
AI Agent Framework, the Pydantic way
The agent engineering platform
๐ฑ A little course on Reinforcement Learning Environments for evaluating and training Language Models
44 plug-and-play skills for OpenClaw โ self-modifying AI agent with cron scheduling, security guardrails, persistent memory, knowledge graphs, and MCP health monitoring. Your agent teaches itself new
The Best AI Agent Framework for Agent Collaboration.
๐ซ CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org
The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controllin
Accelerating Long Context LLM Inference with Accuracy-Preserving Context Optimization in SGLang, vLLM, llama.cpp, OpenClaw, RAG, and Agentic AI.
RAPTOR (Robust AI-Powered Toolkit for Operational Robots) is an AI-native Content Insight Engine that transforms passive media storage into an intelligent knowledge platform through automated analysis
็ฎๆด็ๆต่ฏๅนณๅฐๆฅๅฟ๏ผๆณขๅฝข(FSDB/VCD)๏ผๆ นๅ ๅๆMCP Server. A Simple and Universal MCP Server to Debug Testbench Simulation Failures Via Log Parsing And Waveform Analysis (FSDB/VCD)
An open-source AI assistant framework with skills and agent architecture
A general-purpose coding agent that runs inside an NVIDIA OpenShell sandbox, orchestrated by Deep Agents and powered by NVIDIA Nemotron. The agent writes and executes code in an isolated, policy-gover
The implementation for SIGIR 2026: Learning to Retrieve from Agent Trajectories.
High-fidelity, anycloud emulators running in your laptop. For DevOps programming, testing, and simulation.
Open-source framework for conversational voice AI agents
The official Python SDK for Model Context Protocol servers and clients
Wraps any OpenAI API interface as Responses with MCPs support so it supports Codex. Adding any missing stateful features. Ollama and Vllm compliant.
Organization-as-Code for autonomous AI agents. Brain-inspired memory that grows, consolidates, and forgets. Multi-model (Claude/Codex/Gemini/Cursor/Ollama).
WHartTest ๆฏๅบไบ Django REST Framework ไธ็ฐไปฃๅคงๆจกๅๆๆฏๆ้ ็ AI ้ฉฑๅจๆต่ฏ่ชๅจๅๅนณๅฐใๅนณๅฐ่ๅ่ช็ถ่ฏญ่จ็่งฃใ็ฅ่ฏๅบๆฃ็ดขไธๅตๅ ฅๆ็ดข่ฝๅ๏ผ็ปๅ LangChain ไธ MCP๏ผModel Context Protocol๏ผ ๅทฅๅ ท่ฐ็จ๏ผๅฎ็ฐไป้ๆฑๅฐๅฏๆง่กๆต่ฏ็จไพ็่ชๅจๅ็ๆไธ็ฎก็๏ผๅธฎๅฉๆต่ฏๅข้ๆๅๆ็ไธ่ฆ็็ใ
MCP Server for Computer Use in Windows
Droid LLM Hunter is a tool to scan for vulnerabilities in Android applications using Large Language Models (LLMs).
Tool that just makes your open source project better using LLM agents
Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.
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
๐ The fast, Pythonic way to build MCP servers and clients.
Most advanced AI coworker
Universal memory layer for AI Agents
Open source platform for AI Engineering: OpenTelemetry-native LLM Observability, GPU Monitoring, Guardrails, Evaluations, Prompt Management, Vault, Playground. ๐๐ป Integrates with 50+ LLM Providers,
Give any AI agent a full desktop โ 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
Knowledge Engine for AI Agent Memory in 6 lines of code
่ฟๆฏไธไธชไธบ AstrBot ่ฎพ่ฎก็ Office ๅฉๆๆไปถใๅฎ่ตไบๅคง่ฏญ่จๆจกๅ๏ผLLM๏ผ็ดๆฅๆไฝๆไปถ็่ฝๅ๏ผๆฏๆ่ฏปๅๅนถๅๆๅค็งๆ ผๅผๆไปถ๏ผไปฅๅ็ๆ Office ๆๆกฃๅofficeไบ่ฝฌpdf็ๅ่ฝ
An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.
The LLM Anti-Framework
A Multi-Agentic AI Assistant/Builder
Structured Outputs
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.
JRVS AI Agent with JARCORE autonomous coding engine - RAG knowledge base, web scraping, calendar, code generation. Powered by whatever local AI you choose.
Build, deploy, and orchestrate event-driven agents natively on Apache Flinkยฎ and Apache Kafkaยฎ
autonomous AI agent that builds full-stack apps. local models. no cloud. no API keys. runs on your hardware.
Memory library for building stateful agents
Build and run agents you can see, understand and trust.
Unleash Next-Level AI! ๐ ๐ป Code Generation: DeepSeek r1 + Claude 3.7 Sonnet - Unparalleled Performance! ๐ Content Creation: DeepSeek r1 + Gemini 2.5 Pro - Superior Quality! ๐ OpenAI-Compatible. ๏ฟฝ
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
A model-driven approach to building AI agents in just a few lines of code.
Published in CNCF Landscape: A MCP server for Kubernetes.
Framework for AI agents to build and maintain an Obsidian wiki using Karpathy's LLM Wiki pattern
Self-hosted personal AI agent that lives in your DMs. Describe any workflow: triage Gmail, pull a Giphy feed, build a Slack bot, monitor markets. It writes the code, runs it, schedules it, and saves i
๐กโ๏ธAI-Powered Penetration Testing Framework with automated vulnerability scanning, multi-agent system, and compliance reporting๐กโ๏ธ
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.
Open-source RAG platform with multi-LLM support. Build AI agents that connect to your data, tools, and workflows - no code required.
Open Framework for AI Agents to play Red Alert through Reinforcement Learning
Unified framework for building enterprise RAG pipelines with small, specialized models
MCP server that saves 97% of AI coding tokens โ your AI reads code structurally, not file-by-file. Faster, cheaper, smarter.
Agentic RAG R1 Framework via Reinforcement Learning
SRE Agent - CNCF Sandbox Project
AgenticX is a unified, production-ready multi-agent platform โ Python SDK + CLI (agx) + Studio server + Machi desktop app. Features Meta-Agent orchestration, 15+ LLM providers, MCP Hub, hierarchical m
Hands-on workshop: Build a multi-agent AI system from scratch โ Deep Research Agent + Writing Workflow served as MCP servers. Includes code, slides, and video (coming soon)
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 issuesโsuch as security vulnerabilities, bugs, and maintainability concerns.
Internal Safety Collapse: Turning the LLM or an AI Agent into a sensitive data generator.
Brain-inspired knowledge graph: spreading activation, Hebbian learning, memory consolidation.
Benchmark for vector databases.
A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines
AI observability platform for production LLM and agent systems.
Official MCP Servers for AWS
A-RAG: Agentic Retrieval-Augmented Generation via Hierarchical Retrieval Interfaces. State-of-the-art RAG framework with keyword, semantic, and chunk read tools for multi-hop QA.
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
Shell and coding agent on mcp clients
AI Agent Backend Platform on FastAPI โ MCP server + AI orchestration + async DDD architecture. Zero-boilerplate CRUD, auto domain discovery, 14 Claude Code AI development skills.
Learn it. Build it. Ship it for others.
A flexible multi-interface AI agent framework for building agents with reasoning, tool use, memory, deep research, blockchain interaction, MCP, and agents-as-a-service.
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 โ inspired by Herme
Supercharge Your LLM Application Evaluations ๐
Observal is an AI agent registry with first in class observabilty and eval framework
Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumption
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
Linkedin Automation Tool: Describe your product. Define your target market. The AI finds the leads for you.
Model Context Protocol (MCP) server for read-only interaction with NetBox data in LLMs
MCP server for searching electronic components for PCB assembly
A curated list of products, benchmarks, and research papers on autonomous code agents. Beyond coding โ they're redefining how software changes the world.
One API for 20+ LLM providers, your databases, and your files โ self-hosted, open-source AI gateway with RAG, voice, and guardrails.
It's YOUR data. Take it back. Get your Garmin Connect data into a local SQLite database and AI ready (MCP server)
๐ฅ An autonomous AI agent that runs your deep learning experiments 24/7 while you sleep. Zero-cost monitoring, Leader-Worker architecture, constant-size memory.
The Next-Gen Agent-Native Skill Recommendation Engine
See your agent think. Real-time observability dashboard for OpenClaw AI agents.
An open-source harness for spec-driven code generation.
METAโAGENTIC ฮฑโAGI ๐๏ธโจ โ Mission ๐ฏ Endโtoโend: Identify ๐ โ OutโLearn ๐ โ OutโThink ๐ง โ OutโDesign ๐จ โ OutโStrategise โ๏ธ โ OutโExecute โก
Conversational & memory-enabled AI research partner for multi-omics analysis. From biological idea to full research paper.
AI-first security scanner with 76 analyzers, 9,600+ detection rules, and repo poisoning detection for AI/ML, LLM agents, and MCP servers. Scan any GitHub repo with: medusa scan --git user/repo
A high-throughput and memory-efficient inference and serving engine for LLMs
Automated security investigation tool using Microsoft MCP Servers, GitHub Copilot, Python Modules and custom copilot-instructions.
AG2 (formerly AutoGen): The Open-Source AgentOS.Join us at: https://discord.gg/sNGSwQME3x
Infrastructure that connects LLMs to ERPNext. Frappe Assistant Core works with the Model Context Protocol (MCP) to expose ERPNext functionality to any compatible Language Model
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
Life sciences computational skills for scientific AI agents
MaverickMCP - Personal Stock Analysis MCP Server
Lightning-Fast RL for LLM Reasoning and Agents. Made Simple & Flexible.
The official Python library for the OpenAI API
Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server & CLI Tool
A multi-agent LLM system for detecting and resolving cognitive dissonance.
The conversational control layer for customer-facing AI agents - Parlant is a context-engineering framework optimized for controlling customer interactions.
RAG (Retrieval-augmented generation) ChatBot that provides answers based on contextual information extracted from a collection of Markdown files.
A MCP (Model Context Protocol) server for interacting with dbt.
Advanced AI Real Estate Assistant using RAG, LLMs, and Python. Features market analysis, property valuation, and intelligent search.
The Multi-Agent Custom Automation Engine Solution Accelerator is an AI-driven system that manages a group of AI agents to accomplish tasks based on user input. Powered by Microsoft Agent Framework, Az
Crawl4AI MCP Server: Extract content from web pages, PDFs, Office docs, YouTube videos with AI-powered summarization. 17 tools, token reduction, production-ready.
AI-powered spec generation and review using multi-repo code graph intelligence for backend teams that ship to production.
๐ฌ Harness Vibe Research with Self-evolving AI Scientists
This bridge integrates Ollama into any chat interface and lets you build your own multi-agent pipeline, including a built-in memory database.
Autonomous Web3 security audit agent for Claude Code
Enterprise-ready MCP Gateway & Registry that centralizes AI development tools with secure OAuth authentication, dynamic tool discovery, and unified access for both autonomous AI agents and AI coding a
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
Agentica: Lightweight async-first Python framework for AI agents. ่ฝป้็บงๅผๆญฅไผๅ ็AI Agentๆกๆถ๏ผๆฏๆๅทฅๅ ท่ฐ็จใRAGใๅคๆบ่ฝไฝๅMCPใ
Lightweight semantic code search engine โ 2-stage vector + FTS + RRF fusion + MCP server for Claude Code
Local First AI SEO Software on Nix, FastHTML & HTMX
Enforce zero-trust rules for AI agents to prevent hallucinations, unsafe actions, and policy bypasses
MCP server for guiding Coding Agents via end-to-end requirements to implementation plan pipeline
A comprehensive MCP-based todo management system, that serves as a central nervous system for Madness Interactive, a multi-project task coordination workshop.
Assistant IA avancรฉ (RAG, outils, Lรฉgifrance, OCR, skills, export de fichiers, historique) conรงu principalement pour un usage avec AlbertAPI (DiNum)
โก Lightweight offline AI agent for local models. No cloud, no API keys โ just your GPU.
Open-source multi-agent AI assistant powered by LangGraph, FastAPI & Next.js โ 16+ agents, Human-in-the-Loop, MCP integration, voice TTS, RAG, 500+ metrics, 6 languages.
AI skills that turns coding agents into UiPath experts.
Production ready. AI Agent Workflow System for Claude Code
One memory layer for every AI agent. Local-first, markdown source of truth, and CLI/HTTP/MCP native. Your agent forgot who you are. Again. Dory fixes that.
arXiv MCP Server Client ๐ enables AI assistants to search, retrieve, analyze, and summarize arXiv papers with features like author/category browsing, trends, and citation insights.
LLM-powered Agent Runtime with Dynamic DAG Planning & Concurrent Execution
Search your files by talking to them - 100% offline
Continuous prompt optimization for AI applications. Collect feedback, auto-optimize with DSPy, deliver as reviewable PRs.
KiCAD MCP is a Model Context Protocol (MCP) implementation that enables Large Language Models (LLMs) like Claude to directly interact with KiCAD for printed circuit board design.
A coding agent optimized to smaller LLMs
๐๏ธ Hermes Gate โ Terminal TUI for managing remote Hermes Agent sessions with auto-reconnect, detach support, and zero config
Generic markdown collection MCP server with FTS5 + semantic search, frontmatter-aware indexing, and incremental reindexing
A simple Python sandbox for helpful LLM data agents
No description
Agentic memory for CTI in Python โ STIX knowledge graphs, threat-actor alias resolution, offline-first RAG, MCP server for Claude Code and LangChain agents
AI-powered web app builder โ describe it, build it, ship it. 2-agent LangGraph system (Sonnet 4.5 + o4-mini) generates React apps from natural language with live preview and one-click deploy.
Open-source, contract-driven data quality validation. Shift-left enforcement at the point of write โ before data enters your pipeline.
Local AI server with persistent memory, RAG, and multi-backend inference (MLX / llama.cpp / Ollama). Runs entirely on your machine โ zero data sent to external services.
Local-first AI assistant โ 9 specialized agents (code, web, debug, securityโฆ), 10M token vector memory, mobile relay via secure tunnel, real-time web search and document processing. Runs 100% on your
An open-source collection of embedded development and debugging skills for Claude Code, Copilot, TRAE, and other AI coding assistants that support the Skill protocol. Once installed, the AI assistant
๐ค 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
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-
An MCP Server to utilize Codelogic's rich software dependency data in your AI programming assistant.
The LLM Evaluation Framework
Autonomous AI agent that researches viral content, generates posts, publishes them, measures engagement โ and rewrites its own strategy based on what worked. Self-learning loop powered by LangGraph +
Claude Code plugin for Ruby, Rails, Grape, PostgreSQL, Redis, and Sidekiq development
Auto-Use Computer Use โ drives your OS, browser, scours the web, writes your code. One agent, end to end.
Next generation FEniCS Form Compiler for finite element forms
One command to turn any codebase into an MCP server
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
Markdown-first work-memory protocol for existing agents, with maintained knowledge, candidate notes, evals, and an example KB.
๐งญ PromptDrifter โ oneโcommand CI guardrail that catches prompt drift and fails the build when your LLM answers change.
Declarative framework for orchestrating multi-model LLM pipelines with context engineering and quality gates.
OSCAL tools for AI agents
The production runtime for AI agents. Schema in, API out. Built on PydanticAI + FastAPI.
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.
MCP server for Elgato Stream Deck control โ set buttons, manage pages, wire actions
LLM proxy to observe and debug what your AI agents are doing.
๐ค Build a smart AI assistant that learns from any website using a Retrieval-Augmented Generation framework with local models powered by Ollama.
[Community Supported] Perforce P4 MCP Server is a Model Context Protocol (MCP) server that integrates with the Perforce P4 version control system.
MCP server for searching and retrieving Claude Agent Skills using vector search
Build AI agents that actually do things. Synapse is an open-source platform for creating, connecting, and orchestrating AI agents powered by any LLM โ local or cloud.
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.
CloneMe is an advanced AI platform that builds your digital twinโan AI that chats like you, remembers details, and supports multiple platforms. Customizable, memory-driven, and hot-reloadable, it's th
๐ Build and explore multi-agent AI workflows with ready-to-use projects for document serving, Q/A bots, and orchestration.
YouTubeGPT is an LLM-based web-app that can be run locally and allows you to summarize and chat (Q&A) with YouTube videos.
๐ค Build advanced AI agents with a collection of production-ready applications using modern frameworks for single and multi-agent systems.
AI-native SaaS framework that builds full-stack apps using autonomous AI agents
Local-first AI agent framework with GUI, memory, web search, personality constructs, speech i/o, tools, skills, CLI & Telegram features โ fully self-hosted via Ollama.
Your AI-powered SWE teammate, built into your git workflow
Claude Code skills collection โ CCA study guides, Twitter research, MCP review, auto-iteration tools
Autonomous AI agent for Crustocean, powered by Hermes Agent from Nous Research
๐ค Build and deploy scalable Multi-AI Agent systems with LangGraph and Groq LLMs to enhance intelligence across enterprise applications.
A command-line interface tool for serving LLM using vLLM.
A thing that uses AI to write perfect applications. For those who want to know how: a governance runtime enforcing immutable constitutional rules on AI coding agents.
Route, manage, and analyze your LLM requests across multiple providers with a unified API interface
A MCP server to use StatCAN data
A Model Context Protocol server that provides task orchestration capabilities for AI assistants
PolyCouncil is an open-source multi-model deliberation engine for LM Studio. It runs multiple LLMs in parallel, gathers their answers, scores each response using a shared rubric, and produces a final,
The Eternego codebase
AI-powered PRD generation for Claude Code with taskmaster integration
Computer Environments Elicit General Agentic Intelligence in LLMs
llm-based robot that intervenes only when needed
Model-agnostic plug-n-play LangChain/LangGraph agents powered entirely by MCP tools over HTTP/SSE.
KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge base
๐ ๏ธ Build a robust AI Kernel for stable, auditable, and sovereign AI systems, ensuring secure execution and compliance across various domains.
๐ Build a production-ready RAG system that combines LangGraph and MCP integration for precise, context-aware AI-driven question answering.
๐ Build a leading-edge e-commerce recommendation system using RAG architecture, Groq Llama 3, LangChain, and AstraDB, deployed on Kubernetes for scalability.
๐ Build and scale reliable Retrieval-Augmented Generation (RAG) systems with this curated collection of tools, frameworks, and best practices.
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 โ built to help studen
Complete Workspace Template for OpenClaw - Full agent lifecycle with unified memory system (Markdown + SQLite), self-evolution, RAG. Not for SubAgent/Skill use.
๐ Implement hybrid search using Vespa and FastAPI, blending BM25 and dense semantic retrieval for efficient, accurate information retrieval.
Enable peer-to-peer collaboration between AI agents with human supervision for complex task coordination and decision-making.
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
Install your own AI DJ Being. She searches, downloads, listens, mixes, and generates music โ autonomously. 30hrs for $0.04.
Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc.
๐ Build an enterprise-ready RAG system to enhance technical documentation querying with LangGraph and multi-step reasoning workflows.
๐ค Build your own local Retrieval-Augmented Generation system for private, offline AI memory without ongoing costs or data privacy concerns.
Build multi-organization LLM chat platforms with model routing, tool execution, usage analytics, and OpenAI-compatible APIs.
Qodo-Cover: An AI-Powered Tool for Automated Test Generation and Code Coverage Enhancement! ๐ป๐ค๐งช๐
๐ง Build an offline RAG chatbot to answer questions from PDFs, adapting responses based on user experience levels with a smooth chat interface.
๐ง Build a safe and supportive AI companion for mental health with SereneShield, part of the Kaggle ร Google Agents Intensive 2025 Capstone project.
๐ค Build intelligent, offline LLM agents with LangGraph and llama-cpp-python using this starter template for local, private tool-calling applications.
minimize python source code to find bugs more easily
Modular multi-agent orchestration framework powered by LangGraph and FastAPI.
Self-hosted autonomous AI agent โ 9-layer cascade, Docker sandbox, encrypted vault, review/build/control plane, 1407+ tests
Enable any language model with permanent, searchable memory using a lightweight middleware for on-demand retrieval and continuous learning.
A Python-based framework for building multi-agent systems with LLMs. Currently in pre-launch alpha.
An AI guardian that remembers, watches, and acts.
A stateful AI agent framework powered by the Cognitive Lattice to solve complex tasks with persistent memory and reliable tool orchestration.
๐ฆพ A productionโready research outreach AI agent that plans, discovers, reasons, uses tools, autoโbuilds cited briefings, and drafts tailored emails with toolโchaining, memory, tests, and turnkey Dock
๐ค AI-powered code generation tool for scratch development of web applications with a team collaboration of autonomous AI agents.
A fast and minimal framework for building agentic systems
Clang-Format is an LLVM-based code formatting tool
A library for exchanging data between Python and JavaScript
FlashInfer: Kernel Library for LLM Serving
Python lib/cli for JSON/YAML schema validation
A Lucene query parser generating ElasticSearch queries and more !
Easy VCS-based management of project version strings
A library for indexing Django models with Elasicsearch, OpenSearch or database and searching them with the Django ORM.
Property-based testing framework for Open API and GraphQL based apps
A helper class for handling configuration defaults of packaged apps gracefully.
AsyncIO version of the standard multiprocessing module
A sphinx extension that automatically documents argparse commands and options
Factory boy classes for wagtail
Data Quality eXtended (DQX) is a Python library for data quality checks and data quality monitoring
Dynamic versioning based on VCS tags for uv/hatch project
Schema for the protocol between CDK framework and CDK CLI
Python client library for IBM Cloudant
The PEX packaging toolchain.
Tool for detecting secrets in the codebase
Official Python package for working with the Roboflow API
Celery result backends for Django.
A Python implement of Agent Client Protocol (ACP, by Zed Industries)
A pytest plugin powered by VCR.py to record and replay HTTP traffic
An event-driven, async-first, step-based way to control the execution flow of AI applications like Agents.
Structured Text Generation in Rust
Auth0 Python SDK - Management and Authentication APIs
Python port of Inquirer.js (A collection of common interactive command-line user interfaces)
Generate a dot graph from the output of several profilers.
A model-driven approach to building AI agents in just a few lines of code
behave is behaviour-driven development, Python style
A tool to determine the content type of a file with deep learning
Database-backed Periodic Tasks.
The Microsoft Graph Python SDK
Hamcrest framework for matcher objects
Python tool and library for decrypting and encrypting MS Office files using a password or other keys
YAML parser and emitter for Python with support for free-threading
Rebuild Sphinx documentation on changes, with hot reloading in the browser.
Cython wrapper for the C++ translation of the Angus Johnson's Clipper library (ver. 6.4.2)
Mistral-common is a library of common utilities for Mistral AI.
Dagster is an orchestration platform for the development, production, and observation of data assets.
Microsoft Azure Cognitive Search Client Library for Python
Core library used by SDKs for IBM Cloud Services
Dependency injection framework for Python
The build backend used by PDM that supports latest packaging standards
Contains the API for end users as well as helper functions and classes to build Allure adapters for Python test frameworks
Exit pytest test session with custom exit code in different scenarios
Mock data generation factories
Add a copy button to each of your code cells.
Cython implementation of Toolz: High performance functional utilities
Plugin interface for the Pinecone python client
A configurable set of panels that display various debug information about the current request/response.
Fiona reads and writes spatial data files
Setuptools Rust extension plugin
Python client library for the Fireworks AI Platform
Python SDK for Opsgenie REST API
Strict separation of settings from code.
A Python framework for building reactive web-apps. Developed by Plotly.
Test equality of unordered collections in pytest
A light-weight and flexible data validation and testing tool for statistical data objects.
A tool that automatically formats Python code to conform to the PEP 8 style guide
A modern Python package and dependency manager supporting the latest PEP standards
Sane and flexible OpenAPI 3 schema generation for Django REST framework
asyncio rate limiter, a leaky bucket implementation
Freely available tools for computational molecular biology.
A library to identify devices (phones, tablets) and their capabilities by parsing browser user agent strings.
Interface between LLMs and your data
Python module for audio and music processing
dlt is an open-source python-first scalable data loading library that does not require any backend to run.
Core component of the Microsoft Graph Python SDK
Python bindings for the Qt cross platform application toolkit
A small utility to modify the dynamic linker and RPATH of ELF executables.
Extended JWT integration with Flask
Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
Framework for large language model evaluations
Production-ready community-driven modern Stripe-like API versioning in FastAPI
Library for serializing and deserializing Python Objects to and from JSON and XML.
PyTorch native Metrics
A CalVer version manager that supports the future.
A framework for elegantly configuring complex applications
Toolbox for imbalanced dataset in machine learning
Read the Docs theme for Sphinx
A command line interface for Databricks
A wrapper around the pdftoppm and pdftocairo command line tools to convert PDF to a PIL Image list.
PyTorch Lightning is the lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate.
Run coverage and linting reports on diffs
Google Generative AI High level API client library and tools.
Google Ai Generativelanguage API client library
Meson Python build backend (PEP 517)
CMake is an open-source, cross-platform family of tools designed to build, test and package software
Python Geocoding Toolbox
A framework for building Singer taps and targets
Documentation that simply works
Python library to build pretty command line user prompts โญ๏ธ
Legacy registered functions for spaCy backwards compatibility
The Blis BLAS-like linear algebra library, as a self-contained C-extension.
Modern high-performance serialization utilities for Python
Powertools for AWS Lambda (Python) is a developer toolkit to implement Serverless best practices and increase developer velocity.
Cython hash table that trusts the keys are pre-hashed
Cross-platform tool for adding locations to the user PATH
The AWS X-Ray SDK for Python (the SDK) enables Python developers to record and emit information from within their applications to the AWS X-Ray service.
Orchestrate your dbt projects in Airflow
A Python Progressbar library to provide visual (yet text based) progress to long running operations.
A tool to analyze and extract information from Jinja used in dbt projects.
A versatile test fixtures replacement based on thoughtbot's factory_bot for Ruby.
pip-tools keeps your pinned dependencies fresh.
Open World Holidays Framework
Ninja is a small build system with a focus on speed
A data analysis library that is optimized for humans instead of machines.
Python Data Validation for Humansโข
Very basic event publishing system
A Python module for working with the Tableau Server REST API.
MLflow is an open source platform for the complete machine learning lifecycle
A library implementing the 'SemVer' scheme.
WebSocket library for Trio
Jupyter interactive widgets for JupyterLab
A set of server components for JupyterLab and JupyterLab like applications.
An abstract syntax tree for Python with inference support.
The backendโi.e. core services, APIs, and REST endpointsโto Jupyter web applications.
pytest plugin to abort hanging tests
Distributed Task Queue.
the modular source code checker: pep8 pyflakes and co
List processing tools and functional utilities
Pytest plugin to generate json report in CTRF (Common Test Report Format)
Jupyter Notebook - A web-based notebook environment for interactive computing
Jupyter protocol implementation and client libraries
Python dependency management and packaging made easy.
The Slack API Platform SDK for Python
Convenient Filesystem interface over GCS
Patch asyncio to allow nested event loops
A framework for managing and maintaining multi-language pre-commit hooks.
Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
Fast implementation of asyncio event loop on top of libuv
No description
Python client for Sentry (https://sentry.io)
the blessed package to manage your versions by scm tags
Wrappers to call pyproject.toml-based build backend hooks.
Library for building powerful interactive command lines in Python
Poetry PEP 517 Build Backend
Python plotting package
Typer, build great CLIs. Easy to code. Based on Python type hints.
A generic, spec-compliant, thorough implementation of the OAuth request-signing logic
OpenTelemetry Semantic Conventions
Accelerated property cache
Fast, Extensible Progress Meter
High-level concurrency and networking framework on top of asyncio or Trio
Most extensible Python build backend with support for C/C++ extension modules