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Sage Mode for F# development โ REPL with solution or project loading, Live Testing for FREE, Hot Reload, and session management.
MCP server for Claude Code and Codex. One tool call replaces ~42 minutes of agent exploration
โก Lightweight offline AI agent for local models. No cloud, no API keys โ just your GPU.
Local knowledge graph for AI agents. Hybrid search + MCP server for Obsidian vaults.
MCP-NixOS - Model Context Protocol Server for NixOS resources
21 writing rules for AI coding and writing agents. Drop-in for Claude Code, Codex, Copilot, Cursor, and Aider, so their output reads like a tech pro.
Security and best-practices scanner for AI Plugins, covering Codex, Claude, Opencode, Gemini & more. Scores trust for plugins 0-100.
One brain, many harnesses. Portable .agent/ folder (memory + skills + protocols) that plugs into Claude Code, Cursor, Windsurf, OpenCode, OpenClaw, Hermes, or DIY Python โ and keeps its knowledge when
eBPF-based GPU causal observability agent
MCP Workspace Server: A secure Model Context Protocol server providing file, git, and GitHub tools for AI assistants within a sandboxed project directory.
High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13+ model providers, 8+ vector databases, and agent orchestration, all f
A Model Context Protocol (MCP) server for interacting with Microsoft 365 and Office services through the Graph API
A lightweight, cross-platform database client for developers. Supports MySQL, PostgreSQL and SQLite. Hackable with plugins. Built for speed, security, and aesthetics.
ๅงๆฌๅ้ๆบ่ฝไฝ๏ผPenShot๏ผ๏ผๅงๆฌโๅ้โ็ๆฎตโprompt | ๅบไบ LangGraph+LLM๏ผ่ชๅจ่งฃๆไปปๆๆ ผๅผๅงๆฌ๏ผ็ๆ Sora/Veo/Runway ็ญๆจกๅๅฏ็จ็่ฟ่ดฏtext-to-videoๆ็คบ่ฏใไฟๆ่ง่ฒ/ๅงๆ ่ทจ็ๆฎตไธ่ด๏ผๆฏๆ MCP/REST API/ๅฝๆฐ่ฐ็จ | Pythonๅบ + A2A้ๆใ๏ผLLM-powered screenplay-to-video-prompt a
A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET.
gproxy is a Rust-based multi-channel LLM proxy that exposes OpenAI / Claude / Gemini-style APIs through a unified gateway, with a built-in admin console, user/key management, and request/usage auditin
Secure, Fast, and Extensible Sandbox runtime for AI agents.
A portable accelerated SQL query, search, and LLM-inference engine, written in Rust, for data-grounded AI apps and agents.
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.
The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.
Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.
Token-efficient navigation substrate for AI coding agents. Index code once and retrieve only the symbols you need.
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
Multi-agent code review mesh โ orchestrates AI agents from multiple providers to review code in parallel, cross-review each other's findings, and build accuracy profiles over time. Agents that catch r
Agentic framework | Self-improving memory | Pluggable tool extensions | Sandbox execution
.NET (C#) boilerplate code generator that transforms an EF Core model into a fully customizable .NET (C#) + Angular web app
LeanKG: Stop Burning Tokens. Start Coding Lean.
Fast, cross-platform, real-time token usage tracker and cost monitor for Gemini CLI / Claude Code / Codex CLI / Qwen Code / Cline / Roo Code / Kilo Code / GitHub Copilot / OpenCode / Pi Agent / Piebal
A Model Context Protocol (MCP) server that gives Claude direct control over Strudel.cc for AI-assisted music generation and live coding.
OmniRoute is an AI gateway for multi-provider LLMs: an OpenAI-compatible endpoint with smart routing, load balancing, retries, and fallbacks. Add policies, rate limits, caching, and observability for
SeekStorm: vector & lexical search - in-process library & multi-tenancy server, in Rust.
๐ฅ Pickle Rick for Claude Code โ autonomous PRD-driven coding loops + relentless code review. Ralph Loop toolkit.
A polyglot document intelligence framework with a Rust core. Extract text, metadata, images, and structured information from PDFs, Office documents, images, and 91+ formats. Available for Rust, Python
A thin cython wrapper around llama.cpp, whisper.cpp and stable-diffusion.cpp
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
EdgeCrab ๐ฆ A Super Powerful Personal Assistant inspired by NousHermes and OpenClaw โ Rust-native, blazing-fast terminal UI, ReAct tool loop, multi-provider LLM support, ACP protocol, gateway adapters
AI Agent Framework, the Pydantic way
Agent Swarm framework for AI coding agents and more!
Zero-code LLM security & observability proxy. Real-time prompt injection detection, PII scanning, and cost control for OpenAI-compatible APIs. Built in Rust.
The Best AI Agent Framework for Agent Collaboration.
mcpc is a universal CLI client for MCP. It supports persistent sessions, stdio/HTTP, OAuth 2.1, tasks, JSON output for code mode, proxy for AI sandboxes, x402, and more.
A jq-like Markdown query language for command-line processing
Autonomous AI agent that contributes to open source โ discovers repos, analyzes code, generates fixes, and submits PRs
ๅฐ็ฃๅธๆณ้ขๅคๆฑบ + ๅ จๅๆณ่ฆ่ณๆๅบซ MCP server ยท Query Taiwan legal data from any MCP AI agent
Accelerating Long Context LLM Inference with Accuracy-Preserving Context Optimization in SGLang, vLLM, llama.cpp, OpenClaw, RAG, and Agentic AI.
็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)
Appwriteโs MCP server. Operating your backend has never been easier.
MCP Server for Turkish & American Stock Exchange and Fund Data
A powerful multi-database server implementing the Model Context Protocol (MCP) to provide AI assistants with structured access to databases.
A self-hosted AI workspace unifying chat, code execution, parallel multi-agent orchestration, and project management. Each agent runs on a distinct provider โ OpenAI-compatible APIs, Claude Code, or C
CLI, MCP server, and npm library that turns any website into an API โ no docs, no SDK, no browser.
The Official Model Context Protocol (MCP) server for Kagi search & other tools.
An open-source, cloud-native, high-performance gateway unifying multiple LLM providers, from local solutions like Ollama to major cloud providers such as OpenAI, Groq, Cohere, Anthropic, Cloudflare an
The implementation for SIGIR 2026: Learning to Retrieve from Agent Trajectories.
Integrate cutting-edge LLM technology quickly and easily into your apps
๐ค A composable framework for building AI applications.
LLM Agent that leverages cheminformatics tools to provide informed responses.
Agent Interface Discovery
SQLite-Vector is a cross-platform, ultra-efficient SQLite extension that brings vector search capabilities to your embedded database.
An easy to use GUI-based tool that performs live translations using OCR and LLMs (Either cloud or local only)
trpc-agent-go is a powerful Go framework for building intelligent agent systems using large language models (LLMs) and tools.
The cognitive database. A new class of data storage. Not a vector store, not a graph DB, not a RAG wrapper. Ebbinghaus decay, Hebbian learning, and Bayesian confidence are engine-native primitives.
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
Swift-based vector database for on-device RAG using MLTensor and MLX Embedders
An AI agent for teams, communities, and multi-user environments.
Token-efficient autonomous task execution with context collapse for pi coding agent
This Guidance demonstrates how to streamline access to numerous large language models (LLMs) through a unified, industry-standard API gateway based on OpenAI API standards
A comprehensive Model Context Protocol (MCP) server that enables AI assistants to control Unreal Engine through the native C++ Automation Bridge plugin. Built with TypeScript and C++.
C# .NET NOSQL ( key value, object store embedded TextSearch SemanticSearch Vector layer ) ACID multi-paradigm database management system.
An MCP Server to utilize Codelogic's rich software dependency data in your AI programming assistant.
OSCAL tools for AI agents
Autonomous agent framework with structured memory, safety hooks, and loop management. Built by the agent that runs on it.
AI-native HTAP database with Git-for-Data and built-in vector search, serving as the data and memory backbone for intelligent agents and applications.
Database for Android and JVM - first and fast, lightweight on-device vector database
Organization-as-Code for autonomous AI agents. Brain-inspired memory that grows, consolidates, and forgets. Multi-model (Claude/Codex/Gemini/Cursor/Ollama).
LLM-driven debugger server โ give your AI agents step-through debugging superpowers
MCP Server for Computer Use in Windows
[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
Security scanner for AI-generated ("vibe-coded") code. Runs SAST, DAST, and sandboxed exploit simulation across 15+ languages using 30+ tools. Catches what LLMs introduce before it ships โ wit
The official C# SDK for Model Context Protocol servers and clients. Maintained in collaboration with Microsoft.
Zero-reflection .NET source generators: [Log] structured logging, [Trace] OpenTelemetry spans, [Aop] aspects (Retry/Cache/Metrics), Dto/CrudApi, TypeGen (TypeScript + OpenAPI from C# DTOs). Compile-ti
Pocket Flow: 100-line LLM framework. Let Agents build Agents!
Autonomous goal-directed iteration for Gemini CLI. Inspired by Karpathy's autoresearch. Modify โ Verify โ Keep/Discard โ Repeat forever.
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/
Teleton: Autonomous AI Agent for Telegram & TON Blockchain
Atari Lynx emulator, debugger, and embedded MCP server for macOS, Windows, Linux, BSD and RetroArch.
High-performance open-source in-memory graph database for GraphRAG, AI memory, agentic AI, and real-time graph analytics. Cypher-compatible, built in C++.
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 โ 16+ agents, Human-in-the-Loop, MCP integration, voice TTS, RAG, 500+ metrics, 6 languages.
Seth's AI Tools: A Unity based front end that uses ComfyUI and LLMs to create stories, images, movies, quizzes and posters
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
This is a Ruby implementation of MCP (Model Context Protocol) client
Agentic DOCX Redlining Engine. Enables LLMs to read Word documents and inject native Track Changes (w:ins, w:del) and Comments without breaking formatting. Includes Model Context Protocol (MCP) Server
Cognithor - Agent OS: Local-first autonomous agent operating system. 16 LLM providers, 17 channels, 112+ MCP tools, 5-tier memory, A2A protocol, knowledge vault, voice, browser automation, Computer-us
A self-hosted AI workspace with chat, code execution, parallel multi-agent orchestration, and a skill marketplace. Runs on macOS and Windows. Everything executes inside a secure Ubuntu sandbox โ no Do
A secure, durable runtime to sandbox AI agent tasks. Run untrusted code in isolated WebAssembly environments.
่ฟๆฏไธไธชไธบ AstrBot ่ฎพ่ฎก็ Office ๅฉๆๆไปถใๅฎ่ตไบๅคง่ฏญ่จๆจกๅ๏ผLLM๏ผ็ดๆฅๆไฝๆไปถ็่ฝๅ๏ผๆฏๆ่ฏปๅๅนถๅๆๅค็งๆ ผๅผๆไปถ๏ผไปฅๅ็ๆ Office ๆๆกฃๅofficeไบ่ฝฌpdf็ๅ่ฝ
A guidance language for controlling large language models.
AI Agent ้ฉฑๅจ็ๅผๆบ่ง้ข็ๆๅทฅไฝๅฐ โ ๅฐ่ฏดโ่ง่ฒ/ๅบๆฏ/้ๅ ท่ฎพ่ฎกโๅงๆฌโๅ้ๅพโ่ง้ข๏ผ่ทจ้ๅคด่ง่ฒไธๅบๆฏไธ่ด | Open-source AI video workspace powered by AI Agents, Nano Banana 2 & Veo 3.1 / Grok / Seedance / OpenAI
A functional programming language optimized for LLM code generation. Compiles to Rust and WebAssembly.
Reference implementation of code generation projects from Facebook AI Research. General toolkit to apply machine learning to code, from dataset creation to model training and evaluation. Comes with pr
An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.
OpenClaw reimagined in pure Python โ autonomous AI agent with memory, RAG, skills, web dashboard, voice input, daemon, and multi-channel support.
High-Performance Encrypted Database for .NET 10 | Embedded + gRPC Server | Vector Search โข GraphRAG โข Analytics
Customize Claude Code's system prompts, create custom toolsets, input pattern highlighters, themes/thinking verbs/spinners, customize input box & user message styling, support AGENTS.md, unlock privat
This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities
JRVS AI Agent with JARCORE autonomous coding engine - RAG knowledge base, web scraping, calendar, code generation. Powered by whatever local AI you choose.
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
๐กโ๏ธAI-Powered Penetration Testing Framework with automated vulnerability scanning, multi-agent system, and compliance reporting๐กโ๏ธ
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
MCP server to provide Figma layout information to AI coding agents like Cursor
MCP server that saves 97% of AI coding tokens โ your AI reads code structurally, not file-by-file. Faster, cheaper, smarter.
Fileless C2 agent written in pure x64 Assembly for Linux. Features stealth ICMP tunneling, memory-only execution via memfd_create, and terminal-independent daemonization.
The Maestro App Factory: a highly-opinionated multi-agent orchestration tool for app development that emulates the workflow of high-functioning human development teams using AI agents
Convoke extends BMAD Method AI agents with two types of installable modules: Teams bring new agents for a domain, Skills add new capabilities to existing agents. Install them independently or combine
A modular MCP server that provides commonly used developer tools for AI coding agents
Portable multi-agent AI developer setup for Claude Code + Ollama. Role-based local LLM orchestration via Bash โ plan, code, review, commit. Zero Dependency. Works with any language stack.
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
ReLE่ฏๆต๏ผไธญๆAIๅคงๆจกๅ่ฝๅ่ฏๆต๏ผๆ็ปญๆดๆฐ๏ผ๏ผ็ฎๅๅทฒๅๆฌ359ไธชๅคงๆจกๅ๏ผ่ฆ็chatgptใgpt-5.2ใo4-miniใ่ฐทๆญgemini-3-proใClaude-4.6ใๆๅฟERNIE-X1.1ใERNIE-5.0ใqwen3-maxใqwen3.5-plusใ็พๅทใ่ฎฏ้ฃๆ็ซใๅๆฑคsenseChat็ญๅ็จๆจกๅ๏ผ ไปฅๅstep3.5-flashใkimi-k2.5ใernie4.5ใMin
An Agent Harness crafting around your project. From Desktop, CLI, editors, chatbots, APIs โ everywhere you work.
Stigix is a lab platform to validate SDโWAN and SASE. โ It unifies SaaS traffic generation, security tests, convergence probes, and voice/IoT/VyOS simulations in one web UI
Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a c
The app framework built for AI coding agents. Own every line. Your AI already knows how to build on it.
The agent that grows with you
The official Rust SDK for the Model Context Protocol
The open agent control plane. Govern autonomous AI agents with pre-execution policy enforcement, approval gates, and audit trails. Works with LangChain, CrewAI, MCP, and any framework.
MCP server for Fabric Real-Time Intelligence (https://aka.ms/fabricrti) supporting tools for Eventhouse (https://aka.ms/eventhouse), Azure Data Explorer (https://aka.ms/adx, and other RTI services (co
"DeepCode: Open Agentic Coding (Paper2Code & Text2Web & Text2Backend)"
MCP server for controlling a real iPhone via macOS iPhone Mirroring...and any MacOs app. Screenshot, tap, swipe, type โ from any MCP client.
โฅ AI Coding agent for the terminal โ hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, and more
Container-free, deny-by-default sandbox for AI coding agents. Kernel-enforced filesystem, network, and syscall isolation for Linux and macOS
The world's first Autonomous Product Engine (APE): AI agents research your market, generate features, and ship code as PRs. Convoy mode, crash recovery, cost tracking, 80+ API endpoints. Self-hosted v
Comprehensive paid advertising audit & optimization skill for Claude Code. 225+ checks across Google, Meta, YouTube, LinkedIn, TikTok, Microsoft & Apple Search Ads with weighted scoring, parallel agen
A command-line interface for MCP servers. curl for MCP.
Context window optimization for AI coding agents. Sandboxes tool output, 98% reduction. 12 platforms
"RAG-Anything: All-in-One RAG Framework"
Pi coding agent extension that allows Pi to autonomously control interactive CLIs in an observable overlay. Full PTY emulation, no tmux, token efficient. User can take over anytime.
Command Line telepathy. An Autonomous Al Agent for your Terminal that turns intent into Execution (Windows/Linux/Mac)
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
Get up and running with Kimi-K2.5, GLM-5, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.
Turn your AI agent into a money-making machine. 50+ HYRVE API endpoints, job polling daemon, auto-accept mode. v1.6.2
A High-Availability, Transparent, and Smart Multi-Vendor Proxy for Claude Code. Support Claude Plans, GitHub Copilot, Google Antigravity, ZAI/GLM, MiniMax, Qwen, Xiaomi, Kimi, Doubao...
A high-performance, in-memory vector database written in Rust, designed for semantic search and top-k nearest neighbor queries in AI-driven applications, with binary file persistence for durability.
Edge-Hardware (SoC/MCU) oriented Claw๐ฆ
A coding agent optimized to smaller LLMs
๐ฆ Open-source alternative to Claude Code, built from scratch in Rust. Agentic coding CLI โ thinks, plans, and executes with any LLM. Compatible with Claude Code workflows.
Run AI agents isolated in a macOS user account and sandbox-exec. Configured to run Claude Code, OpenAI Codex, Cursor Agent, Google Gemini.
Automatically Update LLM-Agent Papers Daily using Github Actions (Update Every 12th hours)
mkdir beats vector DB. B-tree NeuronFS: 0-byte folders govern AI โ โฉ0 infrastructure, ~200x token efficiency. OS-native constraint engine for LLM agents.
Claude Code Guide - Setup, Commands, workflows, agents, skills & tips-n-tricks go from beginner to power user!
๐ค Kubernetes for AI Agents. Self-hosted, production-grade runtime for orchestrating LLM swarms and autonomous agents. TypeScript-native.
FSPEC: The Spec-Driven, Multi-Agent Coding Factory. It is infrastructure for the "Dark Factory"โthe emerging model of fully autonomous software development where AI agents handle all implementation wh
Model Context Protocol (MCP) server for read-only interaction with NetBox data in LLMs
2026 swarm Agent ๅนด๏ผswarm Agent ใAgent teamใ ai codingใskillใmemoryใevolveใagentic RL ็ญ AI Agent้ๅ
MCP server for searching electronic components for PCB assembly
MCP Server to previewing mermaid diagrams with live reload
A curated list of products, benchmarks, and research papers on autonomous code agents. Beyond coding โ they're redefining how software changes the world.
[NeurIPS 2024 D&B] GTA: A Benchmark for General Tool Agents & [arXiv 2026] GTA-2
A Model Context Protocol (MCP) server that gives Claude direct control over Strudel.cc for AI-assisted music generation and live coding.
Recallium is a local, self-hosted universal AI memory system providing a persistent knowledge layer for developer tools (Copilot, Cursor, Claude Desktop). It eliminates "AI amnesia" by automatically c
Excalibase GraphQL instantly turns your database into a GraphQL API. Built with Spring Boot, it supports schema discovery, subscriptions, and type handling โ no manual resolvers needed.
ใไธๅนด้ข่ฏไบๅนดๆจกๆใAIGC็ฎๆณๅทฅ็จๅธ้ข่ฏ็ง็ฑใๆถต็AIGCใLLMๅคงๆจกๅใAI Agentใไผ ็ปๆทฑๅบฆๅญฆไน ใ่ชๅจ้ฉพ้ฉถใๆบๅจๅญฆไน ใ่ฎก็ฎๆบ่ง่งใ่ช็ถ่ฏญ่จๅค็ใๅผบๅๅญฆไน ใๅคงๆฐๆฎๆๆใๅ ท่บซๆบ่ฝใๅ ๅฎๅฎใAGI็ญAI่กไธ้ข่ฏ็ฌ่ฏๅนฒ่ดง็ป้ชไธๆ ธๅฟ็ฅ่ฏใ
It's YOUR data. Take it back. Get your Garmin Connect data into a local SQLite database and AI ready (MCP server)
Model Context Protocol server for Firefox DevTools - enables AI assistants to inspect and control Firefox browser through the Remote Debugging Protocol
Fast, small, and fully autonomous AI personal assistant infrastructure, ANY OS, ANY PLATFORM โ deploy anywhere, swap anything ๐ฆ
Umple: Model-Oriented Programming - embed models in code and vice versa and generate complete systems. Save yourself lots of coding. Do it collaboratively online in UmpleOnline, in an IDE or on the co
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
MCP server for token-efficient large document analysis via the use of REPL state
This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for
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.
Endee.io โ A high-performance vector database, designed to handle up to 1B vectors on a single node, delivering significant performance gains through optimized indexing and execution. Also available i
A lightweight, lightning-fast, in-process vector database
Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search
MaverickMCP - Personal Stock Analysis MCP Server
BioMCP: Biomedical Model Context Protocol
Open-Source Intelligent Command Layer
Curated systems, benchmarks, and papers etc. on memory for LLMs/MLLMs --- long-term context, retrieval, and reasoning.
The AI framework that adds the engineering to prompt engineering (Python/TS/Ruby/Java/C#/Rust/Go compatible)
mcpc is a CLI client for MCP. It supports persistent sessions, stdio/HTTP, OAuth 2.1, JSON output for code mode, proxy for AI sandboxes, and much more.
Claude Autoresearch Skill โ Autonomous goal-directed iteration for Claude Code. Inspired by Karpathy's autoresearch. Modify โ Verify โ Keep/Discard โ Repeat forever.
A Model Context Protocol (MCP) server for automating openMSX emulator instances. This server provides comprehensive tools for MSX software development, testing, and automation through standardized MCP
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.
Pragmatic AI Labs MCP Agent Toolkit - An MCP Server designed to make code with agents more deterministic
Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server & CLI Tool
A Model Context Protocol (MCP) server for managing and controlling SSH connections.
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.
Generate OpenAPI 3.1 specs from Go source code via static analysis โ zero annotations, automatic framework detection
Post tweets, reply, like, retweet, follow, DM & more from OpenClaw. Full X/Twitter automation via Xquik โ 121 endpoints, reads from $0.00015/call (33x cheaper than official X API). 2 tools, 2 commands
Semantic code searcher and codebase utility
Fast Compiler for C# Expression Trees and the lightweight LightExpression alternative. Diagnostic and code generation tools for the expressions.
AI-powered bug bounty hunting from your terminal - recon, 20 vuln classes, autonomous hunting, and report generation. All inside Claude Code.
A curated list of awesome works related to high dimensional structure/vector search & database
A fast and flexible implementation of Rigid Body Dynamics algorithms and their analytical derivatives
MCP server for OpenAI's Deep Research APIs, Gemini Deep Research Agent, and Hugging Face's Open Deep Research
Summon your AI superpower โ voice, vision, and autonomous action
Codingbuddy orchestrates 29 specialized AI agents to deliver code quality comparable to a team of human experts through a PLAN โ ACT โ EVAL workflow.
AI-powered spec generation and review using multi-repo code graph intelligence for backend teams that ship to production.
Fully Local Manus AI. No APIs, No $200 monthly bills. Enjoy an autonomous agent that thinks, browses the web, and code for the sole cost of electricity. ๐ Official updates only via twitter @Martin993
The AI Operating System for Delphi. 100% native framework with RAG 2.0 for knowledge retrieval, autonomous agents with semantic memory, visual workflow orchestration, and universal LLM connector. Supp
The Mind Palace for AI Agents โ Autonomous Cognitive OS with affect-tagged memory (valence engine), token-economic RL (surprisal gate + UBI), Hebbian learning, ACT-R spreading activation, Synapse Engi
Self-hosted AI Agent Memory + Code Intelligence Platform โ one MCP endpoint for persistent memory, AST-aware code search, shared knowledge, and quality enforcement across all your AI coding agents.
๐ฌ Harness Vibe Research with Self-evolving AI Scientists
NextPlaid, ColGREP: Multi-vector search, from database to coding agents.
Must-read papers on Repository-level Code Generation & Issue Resolution ๐ฅ
Plugin suite + bundled MCP servers for Claude Code. Full delivery lifecycle: Agile pipeline with multi-model AI review, project bootstrap, documentation generation, codebase audits, performance optimi
Mendix cli tool, a headless way to work with Mendix projects. Enables Mendix projects for use with 3rd party agentic coding tools like Claude Code and Copilot. Includes a starlark linter for quality v
Autonomous Web3 security audit agent for Claude Code
Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbots to search, explore, and analyze datasets from the French national Open Data platform, directly through conversation.
Agent Sandbox is an E2B compatible, enterprise-grade ai-first, cloud-native runtime environment for AI Agents. Allows Agents to securely run untrusted LLM-generated Code, Browser use, Computer use, an
One API for 25+ LLMs, OpenAI, Anthropic, Bedrock, Azure. Caching, guardrails & cost controls. Go-native LiteLLM & Kong AI Gateway alternative.
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
Don Cheli โ SDD Framework. The most comprehensive Specification-Driven Development framework for AI agents. 88+ commands, 51 skills, 15 reasoning models. TDD mandatory, OWASP audit, Autonomous Mode, C
Zero trust LLM gateway. OpenAI-compatible proxy with semantic routing and load balancing across OpenAI, Anthropic, Ollama, vLLM, and any compatible backend. Identity-based access, virtual A
AI agent security scanner. Detect vulnerabilities in agent configurations, MCP servers, and tool permissions. Available as CLI, GitHub Action, ECC plugin, and GitHub App integration. ๐ก๏ธ
A highly customizable personal AI assistant for Discord featuring smart agentic AI features such as memory, personas, tool usage, and more! ๏ฝ ้ทๆ่จๆถใใใซใฝใใใใผใซ้ฃๆบใๅฎๅใ ๆฌกไธไปฃใฎใ่ชๅพๅAIใจใผใธใงใณใใDiscordใใใ๏ผ
LinqToXsd ported to .NET Core (targets .NET Standard 2 for generated code and .NET Core 3.1, .NET 5+ for the code generator CLI tool).
Tool for generating TypeScript client code for given Swagger API endpoints
Lightweight semantic code search engine โ 2-stage vector + FTS + RRF fusion + MCP server for Claude Code
Handle LLM output variance for ruby_llm โ retry on malformed JSON or rule violations, escalate to a smarter model, measure variance on datasets, gate CI on regressions.
MCP server for guiding Coding Agents via end-to-end requirements to implementation plan pipeline
Playwright AI Agent POM MCP ServerPlaywright AI Agent using Page Object Model (POM) architecture with MCP Server integration for automated web and mobile testing
Self-hosted OpenClaw gateway + agent runtime in .NET (NativeAOT-friendly)
AI skills that turns coding agents into UiPath experts.
The Ultimate Claude Code Toolkit โ 127 skills, 86 agents, 109 marketplace repos (11,700+ community skills), 30 commands, 8 hooks, GSD framework. Drop-in ~/.claude config that auto-activates the right
Type-safe code generator for GraphQL schemas โ produces clients and server interfaces for Dart, Flutter, Java, and Spring Boot. Features built-in caching with TTL/tag-based invalidation, JSO
Charles Proxy MCP server for AI agents with live capture, structured traffic analysis, and agent-friendly tool contracts
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.
Awesome list of AI-Driven Development.
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
MCP server giving AI a knowledge graph over Obsidian vaults. 13-layer scoring that learns. Local-first, zero cloud.
Ambient intelligence that sees what you see, hears what you hear, and acts on your behalf
NanoCoder Pro โ Autonomous Coding Agent with Master-SubAgent Architecture
โก๐พ Vectro โ Compress LLM embeddings ๐ง ๐ Save memory, speed up retrieval, and keep semantic accuracy ๐ฏโจ Lightning-fast quantization for Python + Mojo, vector DB friendly ๐๏ธ, and perfect for RAG pip
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-
Production-grade TypeScript AI runtime focused on reliability, governance, and reproducible LLM systems. Multi-provider gateway, agents, RAG, workflows, policy engine, audit trails, and deterministic
Self-hosted AI Coding Agent powered by Claude | Autonomous Development Platform | POC for Human-AI Collaboration
SIGNAL โ Agent Skills: terse structured output (tiers, templates, checkpoints), git workflow skills (commit, push, PR, review, ckpt), Karpathy-inspired coding norms. Claude Code, Cursor, Gemini CLI, C
Next generation FEniCS Form Compiler for finite element forms
A lock-free, in-memory fuzzy search engine for Kotlin Multiplatform. L2-normalized sparse vector embeddings with O(1) cosine similarity โ handles typos, transpositions, and blind continuation. Zero-al
Zero-dependency Web Application Firewall in Go. Single binary. Three deployment modes. Tokenizer-based detection.
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.
kbot โ the AI agent that dreams, learns, and evolves. 764+ tools, 35 agents, 20 providers. Music production, iPhone control, financial analysis, cyber threat intel. Always-on daemon. Runs offline. npm
One CLI. Every debugger. Give your AI agent eyes into runtime state instead of guessing from source code.
Ship customer-facing AI with isolation, spend controls, and provenance.
DLite - a lightweight data-centric framework for semantic interoperability
[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 โ zero data sent to external services.
๐ Next Generation Multi-tenant AI One-Stop Solution. Builtin Admin & Billing System. Enterprise-Grade Unified LLM Gateway Support for 200+ Models And 35+ Providers, Load Balacing w/ Priority-base Rou
Human-supervised AI code generation using Plan-Do-Check-Act methodology with TDD and refactoring. Works as Claude Code skill or standalone prompts.
AI agent that controls computer with OS-level tools, MCP compatible, works with any model
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 fully-featured, GUI-powered local LLM Agent sandbox with complete MCP protocol support. Features both CLI and full desktop environment, enabling AI agents to operate browsers, terminal, and other
Personal OS agent that learns who you are, detects life patterns, and grows smarter about you every day. Memory + Cron + Atropos RL
A type-safe, lightweight, modern, and performant binding Java binding of Microsoft's ONNX Runtime
A comprehensive MCP-based todo management system, that serves as a central nervous system for Madness Interactive, a multi-project task coordination workshop.
๐ฆ The first autonomous hackathon agent stop assisting and start competing (๐ Hackathon Champion Project).
Multiplatform system monitoring tool using Cosmopolitan Libc
Local AI anywhere, for everyone โ LLM inference, chat UI, voice, agents, workflows, RAG, and image generation. No cloud, no subscriptions.
220+ Claude Code skills & agent plugins for Claude Code, Codex, Gemini CLI, Cursor, and 8 more coding agents โ engineering, marketing, product, compliance, C-level advisory.
Provide static .NET assembly analysis through decompilation, IL disassembly, metadata inspection, and protection checks using dnSpyEx over MCP stdio.
๐ฅ Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.
Compiler truth in, AI context out. Open semantic glue between language intelligence and AI tools.
A minimal, lightweight structured data store designed for small applications, scripts and automation workflows. Built for simplicity, portability and low overhead.
Jargon is a self-hosting compiled programming language that targets LLVM IR and produces native executables on Windows.
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 +
AI engineering framework with quality gates, persistent memory, and multi-platform support. Works inside Claude Code, Cursor, Copilot, Codex, and Gemini.
A dotfiles repo that treats AI agent behavior as infrastructure
AI coding agent for your terminal, implemented in pure Rust
soulshack, an irc chatbot. openai/ollama/gemini/anthropic apis. basic shell tools and mcp server support.
Route, manage, and analyze your LLM requests across multiple providers with a unified API interface
Control robots and physical hardware with natural language through Strands Agents.
A MCP server to use StatCAN data
A Model Context Protocol server that provides task orchestration capabilities for AI assistants
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 twinโan AI that chats like you, remembers details, and supports multiple platforms. Customizable, memory-driven, and hot-reloadable, it's th
MCP plugin that intercepts AI agent edits in RAM, validates them (TypeScript compiler + gopls + pyright), auto-heals missing imports, and commits atomically. If anything breaks, disk stays untouched
Implement a Pytorch-like DL library in C++ from scratch, step by step
AI-powered PRD generation for Claude Code with taskmaster integration
Assistant IA avancรฉ (RAG, outils, Lรฉgifrance, OCR, skills, export de fichiers, historique) conรงu principalement pour un usage avec AlbertAPI (DiNum)
Local-first Agentic Memory Layer for MCP Agents โข 25 tools โข Hybrid search (FTS5 + vector + MMR) โข GDPR โข 100% local
llm-based robot that intervenes only when needed
Enable autonomous AI workflows with a local-first, zero-trust Rust framework for high-performance multi-agent orchestration and deterministic execution.
Business Apps Made Simple with Asp.Net Core MVC / TypeScript
Model-agnostic plug-n-play LangChain/LangGraph agents powered entirely by MCP tools over HTTP/SSE.
Generate fully-typed, lint-clean language bindings for Rust libraries across 11 languages
The graph-native hybrid retrieval engine for AI and GraphRAG. Graph + Vector + Full-Text in a single transactional engine.
Broken RAG For The Broken Souls
AI co-pilot for ComfyUI โ 113 tools for workflow authoring, model provisioning, and iterative rendering. Multi-provider (Claude, GPT-4o, Gemini, Ollama). Ships as MCP server or standalone CLI.
Open source local sandboxing for running AI generated code.
Themis Database System - High-performance C++ hybrid-database (graph-vector-relational-file) with AQL support and MVCC
โ๏ธ Define and compile AI coding rules, commands, and templates into workflows that work across multiple editors and agents.
Demonstrate a proof-of-concept exploit for CVE-2026-2441, a high-risk Chrome use-after-free vulnerability in the Blink CSS engine.
Aggregate and serve specialized Agent Skills across multiple servers with dynamic tool management and human-in-the-loop security controls.
A framework for fine-tuning retrieval-augmented generation (RAG) systems.
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
OpenGrok MCP Server is a native Model Context Protocol server that bridges your organization's OpenGrok search engine with AI assistants โ enabling instant, natural language search and deep repository
Stream responses from OpenAI and Anthropic models with lightweight C++ tools for efficient large language model integration.
Manage and automate Obsidian vaults from the command line with 100+ commands and direct file access for efficient workflows.
Equip AI agents with internet access to gather real-time data from restricted or hard-to-reach online sources.
Install your own AI DJ Being. She searches, downloads, listens, mixes, and generates music โ autonomously. 30hrs for $0.04.
minimize python source code to find bugs more easily
A framework for agentic AI software engineering workspaces
๐ Streamline build and dev output by feeding logs directly into AI coding sessions using Model Context Protocol for seamless automation.
Enable AI agents with fast, local semantic memory to search and recall knowledge from text files without servers or complex setup.
Provide structured markdown guides to teach AI assistants how to complete complex React Native engineering tasks efficiently.
Analyze git code changes to generate structured review reports using flexible AI models and integrated workflows.
Simulate antenna designs instantly in your browser using NEC2-powered, open-source software with WebAssembly and Docker support.
Capture and summarize Claude Code sessions into searchable, browsable engineering journals with a web UI and automated daily entries.
Enable local document ingestion and retrieval-augmented generation with a secure, .NET-based pipeline that keeps data on your machine.
Build multi-organization LLM chat platforms with model routing, tool execution, usage analytics, and OpenAI-compatible APIs.
Power advanced AI to create films using text, images, audio, and video inputs with a flexible quad-modal filmmaking engine.
Provide a JSON-RPC 2.0 server that enables Claude Code access via stdio or WebSocket without requiring an API key or extra authentication.
Enable AI agents to access and analyze real-time social media data from Twitter, Instagram, Reddit, and TikTok using standardized skills.
Implement a contract-first dev workflow that plans, runs, verifies, and fixes code tasks for reproducible, auditable, and verifiable development.
Discover and integrate a curated, weekly-updated set of 339+ advanced AI skills to enhance OpenClaw-powered personal assistants.
Convert any URL into LLM-friendly formats using a lightweight CLI tool for reading and searching web content efficiently.
Provide a Swift framework to build lightweight, efficient agent-based applications for macOS and iOS platforms with robust core functionalities.
Add formal type safety (10 levels, dependent/linear/session types) to any query language โ SQL, GraphQL, Cypher, SPARQL, VQL
Wrap concurrent code in Pony reference capabilities for data-race freedom
Make operations reversible and auditable via Oblรญbenรฝ
Add consent patterns and accessibility to existing code via WokeLang
The ultimate native macOS AI Agent. Blends local MLX SLMs with 3D cognitive Metal rendering and autonomous system integrations.
A pure-Rust x86-64 compiler backend with e-graph optimization as core
Generate OTP supervision trees and fault-tolerance scaffolding
Extract state machines from code and model-check with TLA+/PlusCal
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
Throughline for long-running AI projects.
TypeSharp CLI - Automatically generate TypeScript from C# models. Keep your frontend and backend types in perfect sync! Supports nullable types, enums, inheritance, arrays, and custom naming conventio
๐ Maximize your C# productivity with advanced techniques in strings, LINQ, and clean code, inspired by the book "Produtivo com C#."
an agentic stack for edge mcu, desktop, service, and app
High-performance crystal structure modeling and DFT/MD file preparation. Native desktop app fusing a Rust/C++ physics kernel, a GPU-accelerated Metal/Vulkan renderer, and an AI-driven command bus for
A collection of Summoner clients and agents featuring example implementations and reusable templates
An APP that integrates mainstream large language models and image generation models, built with Flutter, with fully open-source code.
Riverbed Community Toolkit is a public toolkit for Riverbed Solutions engineering and integration
Deterministic governance engine for AI agents. Enforce rules defined in .md governance files across AI systems.
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
David AI is a free and open-source collection of customizable, production-ready UI components built with Tailwind CSS.
HealthFlow: A Self-Evolving AI Agent with Meta Planning for Autonomous Healthcare Research
The open-source hub to build & deploy GPT/LLM Agents โก๏ธ
Robust, fast, scalable, and sandboxed open-source online code execution system for humans and AI.
Pure C ONNX runtime with zero dependancies for embedded devices
A simple neural network inference framework
Roslyn Source Code Generators with Examples
Clang-Format is an LLVM-based code formatting tool
Python<->ObjC Interoperability Module
Python lib/cli for JSON/YAML schema validation
Easy VCS-based management of project version strings
A wizard-like JSON serialization library for Python dataclasses
Python package that interfaces with the Internet Archive's Wayback Machine APIs. Archive pages and retrieve archived pages easily.
The tea-util module of alibabaCloud Python SDK.
AsyncIO version of the standard multiprocessing module
The PEX packaging toolchain.
Tool for detecting secrets in the codebase
Python & Command-line tool to gather text and metadata on the Web: Crawling, scraping, extraction, output as CSV, JSON, HTML, MD, TXT, XML.
Auth0 Python SDK - Management and Authentication APIs
Generate a dot graph from the output of several profilers.
Cloud Custodian - Parallel Execution
A record linkage toolkit for linking and deduplication
A tool to determine the content type of a file with deep learning
A tool for detecting and masking secrets
Tools for stamping and signing PDF files
Python framework for fast Vector Space Modelling
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)
Faster Whisper transcription with CTranslate2
Pytest plugin to randomly order tests and control random.seed.
Efficient, Flexible and Portable Structured Generation
Implements a fake file system that mocks the Python file system modules.
This python module helps converting arbitrary Python objects into JSON strings and back.
An extended [CommonMark](https://spec.commonmark.org/) compliant parser,
Fast inference engine for Transformer models
Alibaba Cloud adb (20211201) SDK Library for Python
Alibaba Cloud openapi SDK Library for Python
Add a copy button to each of your code cells.
Cython implementation of Toolz: High performance functional utilities
Fiona reads and writes spatial data files
Setuptools Rust extension plugin
An open source FaaS (Function as a service) framework for writing portable Python functions -- brought to you by the Google Cloud Functions team.
A light-weight and flexible data validation and testing tool for statistical data objects.
Type hints (PEP 484) support for the Sphinx autodoc extension
A modern Python package and dependency manager supporting the latest PEP standards
Freely available tools for computational molecular biology.
A tool for scanning Python environments for known vulnerabilities
Interface between LLMs and your data
Python module for audio and music processing
An asynchronous networking framework written in Python
Core component of the Microsoft Graph Python SDK
Python bindings for the Qt cross platform application toolkit
Microsoft Azure Storage Common Client Library for Python
Production-ready community-driven modern Stripe-like API versioning in FastAPI
Divides large result sets into pages for easier browsing
Library for serializing and deserializing Python Objects to and from JSON and XML.
PyTorch native Metrics
A declarative object transformer and formatter, for conglomerating nested data.
Toolbox for imbalanced dataset in machine learning
A wrapper around the pdftoppm and pdftocairo command line tools to convert PDF to a PIL Image list.
Run coverage and linting reports on diffs
Google Generative AI High level API client library and tools.
Meson Python build backend (PEP 517)
A framework for building Singer taps and targets
A library for automatically generating command line interfaces.
Super lightweight function registries for your library
The Blis BLAS-like linear algebra library, as a self-contained C-extension.
Modern high-performance serialization utilities for Python
Cython hash table that trusts the keys are pre-hashed
Cross-platform tool for adding locations to the user PATH
Open World Holidays Framework
Embeddings, Retrieval, and Reranking
MLflow is an open source platform for the complete machine learning lifecycle
Run and manage FastAPI apps from the command line with FastAPI CLI. ๐
Automatic MCP server generator for FastAPI applications - converts FastAPI endpoints to MCP tools for LLM integration
Pygments theme using JupyterLab CSS variables
The backendโi.e. core services, APIs, and REST endpointsโto Jupyter web applications.
Human friendly output for text interfaces using Python
A friendly Python library for async concurrency and I/O
Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
Jupyter protocol implementation and client libraries
The Slack API Platform SDK for Python
Inline Matplotlib backend for Jupyter
Library for building powerful interactive command lines in Python
Simple, modern and high performance file watching and code reload in python.
A simple framework for building complex web applications.
Module for decorators, wrappers and monkey patching.
Accelerated property cache
Fast, Extensible Progress Meter
Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
The PyPA recommended tool for installing Python packages.
Powerful data structures for data analysis, time series, and statistics
Async client for aws services using botocore and aiohttp
Most extensible Python build backend with support for C/C++ extension modules
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Technical resources for AI developers to build applications, agents, and systems using Oracle AI Database and OCI services