Search results for "examples"
Build and run AI agents using Docker Compose. A collection of ready-to-use examples for orchestrating open-source LLMs, tools, and agent runtimes.
Jupyter Notebooks to help you get hands-on with Pinecone vector databases
Comprehensive guide to AI agent engineering: how 30+ frameworks actually work under the hood. Context rot, compaction, system prompt assembly, SOUL.md, agent loops, memory systems, tool sprawl, MCP,
A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET.
PraisonAI 🦞 — 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
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
The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.
Secure, Fast, and Extensible Sandbox runtime for AI agents.
⚡️ Open-source AI Gateway — Use any SDK to call 100+ LLMs. Built-in failover, load balancing, cost control & end-to-end tracing.
GitHub Agentic Workflows Firewall
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.
Framework for AI Backend. Build and run AI agents like microservices - scalable, observable, and identity-aware from day one.
An API server that implements the official MCP Registry API, providing standardised access to MCP servers from multiple backends, including file-based and other API-compliant registries.
.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.
MCP server for SAP BTP ABAP Cloud and On-Premise ECC/S/4HANA ABAP ADT with full CRUD, JWT/XSUAA, and service-key auth.
The ultimate LLM/AI application development framework in Go.
Universal AI Development Platform with MCP server integration, multi-provider support, and professional CLI. Build, test, and deploy AI applications with multiple ai providers.
ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works wi
I'm going to build my own OpenClaw, with blackjack... and bun!
Save 120+ Hours of Setup Pain (I did it for you) – Launch Your OpenClaw Agent Teams with 1 Command (15+ Recipes)
The Execution Security Layer for the Agentic Era. Providing deterministic "Sudo" governance and audit logs for autonomous AI agents.
A thin cython wrapper around llama.cpp, whisper.cpp and stable-diffusion.cpp
Agent! connects any AI to your Mac. 13 LLM providers — cloud, local, or on-device. It writes code, builds Xcode projects, manages git, organizes files, automates Safari, controls any app, and handl
Memory that lasts and compounds. MentisDB gives agents durable memory so they do not just remember, they improve over time. It stores append-only thought chains plus a Git-like skills registry, lett
Enhanced Proxmox MCP server with advanced virtualization management and full OpenAPI integration.
EdgeCrab 🦀 A Super Powerful Personal Assistant inspired by NousHermes and OpenClaw — Rust-native, blazing-fast terminal UI, ReAct tool loop, multi-provider LLM support, ACP protocol, gateway adapters
AI Agent Framework, the Pydantic way
Own your AI. The native macOS harness for AI agents -- any model, persistent memory, autonomous execution, cryptographic identity. Built in Swift. Fully offline. Open source.
A simple Zotero plugin that brings your own LLM into the side panel.
The Frontend Stack for Agents & Generative UI. React + Angular. Makers of the AG-UI Protocol
Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI assistant access to profiles, companies, jobs, and messages.
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
One-stop handbook for building, deploying, and understanding LLM agents with 60+ skeletons, tutorials, ecosystem guides, and evaluation tools.
Let LLMs interface with your tasks and projects through the Model Context Protocol. Add, organize, and query your OmniFocus database with natural language commands.
autonomous agent with access to a tool library
The implementation for SIGIR 2026: Learning to Retrieve from Agent Trajectories.
🤖 A composable framework for building AI applications.
High-fidelity, anycloud emulators running in your laptop. For DevOps programming, testing, and simulation.
Agent Interface Discovery
An easy to use GUI-based tool that performs live translations using OCR and LLMs (Either cloud or local only)
A framework-agnostic UI kit of production-ready components for building AI and LLM chat interfaces.
Pocket Flow: 100-line LLM framework. Let Agents build Agents!
Autonomous goal-directed iteration for Gemini CLI. Inspired by Karpathy's autoresearch. Modify → Verify → Keep/Discard → Repeat forever.
The agent-native LLM router for OpenClaw. 41+ models, <1ms routing, USDC payments on Base & Solana via x402.
Most advanced AI coworker
SDL-MCP (Symbol Delta Ledger MCP Server) is a cards-first context system for coding agents that saves tokens and improves context.
Open-source sandboxes for code execution, browser use, and AI agents.
Knowledge Engine for AI Agent Memory in 6 lines of code
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
OpenCode mobile client via Telegram: run and monitor AI coding tasks from your phone while everything runs locally on your machine. Scheduled tasks support. Can be used as lightweight OpenClaw alterna
Build Agentic AI solutions on AWS, using latest OSS Agentic Frameworks.
AI-powered job search system built on Claude Code. 14 skill modes, Go dashboard, PDF generation, batch processing.
🔥 Comprehensive survey on Context Engineering: from prompt engineering to production-grade AI systems. hundreds of papers, frameworks, and implementation guides for LLMs and AI agents.
✨ A curated list of awesome community resources, integrations, and examples of Redis in the AI ecosystem.
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
🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architect
Procedural memory for AI coding agents: transforms scattered session history into persistent, cross-agent memory so every agent learns from every other
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
Memori is agent-native memory infrastructure. A SQL-native, LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems.
Latitude is the open-source agent engineering platform
Agentic RAG R1 Framework via Reinforcement Learning
The ultimate space for work and life — to find, build, and collaborate with agent teammates that grow with you. We are taking agent harness to the next level — enabling multi-agent collaboration, effo
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
A modular MCP server that provides commonly used developer tools for AI coding agents
AgenticX is a unified, production-ready multi-agent platform — Python SDK + CLI (agx) + Studio server + Machi desktop app. Features Meta-Agent orchestration, 15+ LLM providers, MCP Hub, hierarchical m
An Agent Harness crafting around your project. From Desktop, CLI, editors, chatbots, APIs — everywhere you work.
Autonomous CLI agent integrations for the Spring AI ecosystem with Claude Code, Gemini CLI, and secure sandbox execution
Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory storage and retrieval to streamline AI agent state management for next-generation autonomous systems.
Make AI work for Everyone - Monitoring and governing for your AI/ML
Internal Safety Collapse: Turning the LLM or an AI Agent into a sensitive data generator.
Enterprise-grade (40m+ lines) codebase intelligence in a zero-setup, private and local Claude Plugin or MCP: managed indexing, hybrid semantic search, polyglot code dependency graphs, and DB/API/infra
Kelos - The Kubernetes-native framework for orchestrating autonomous AI coding agents.
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.
auto-wing is a tool that uses LLM to assist automated testing
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
LLM7.io offers a single API gateway that connects you to a wide array of leading AI models from various providers.
🎬 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.
MCP server for controlling a real iPhone via macOS iPhone Mirroring...and any MacOs app. Screenshot, tap, swipe, type — from any MCP client.
⌥ AI Coding agent for the terminal — hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, and more
Official MCP Servers for AWS
Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action.
Context window optimization for AI coding agents. Sandboxes tool output, 98% reduction. 12 platforms
A local sandbox for your AI agents
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.
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.
A Multi-Agentic AI Assistant/Builder
Model Context Protocol - MCP for Mifos X
Self-evolving cognitive memory and context engine for AI agents in Java. Empowering 24/7 proactive agents like OpenClaw with understanding and SOTA performance.
This repository contains comprehensive pricing and configuration data for LLMs. It powers cost attribution for 200+ enterprises running 400B+ tokens through Portkey AI Gateway every day.
Agent-native TypeScript framework for building MCP servers. Build tools, not infrastructure.
autonomous AI agent that builds full-stack apps. local models. no cloud. no API keys. runs on your hardware.
The Self-Growing Karpathy LLM Wiki — grown by an AI agent yoyo from Karpathy's founding prompt
Run AI agents isolated in a macOS user account and sandbox-exec. Configured to run Claude Code, OpenAI Codex, Cursor Agent, Google Gemini.
Curated list of chatgpt prompts from the top-rated GPTs in the GPTs Store. Prompt Engineering, prompt attack & prompt protect. Advanced Prompt Engineering papers.
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
Automatically Update LLM-Agent Papers Daily using Github Actions (Update Every 12th hours)
Claude Code Guide - Setup, Commands, workflows, agents, skills & tips-n-tricks go from beginner to power user!
The best way to create, deploy, and share MCP Servers
🤖 Kubernetes for AI Agents. Self-hosted, production-grade runtime for orchestrating LLM swarms and autonomous agents. TypeScript-native.
LlamaIndex is the leading document agent and OCR platform
Agent samples built using the Strands Agents SDK.
FSPEC: The Spec-Driven, Multi-Agent Coding Factory. It is infrastructure for the "Dark Factory"—the emerging model of fully autonomous software development where AI agents handle all implementation wh
The engine powering hundreds of thousands of MCP connections 🤖 🔥
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
A Model Context Protocol (MCP) server that provides advanced code analysis and reasoning capabilities powered by Google's Gemini AI
Build and run agents you can see, understand and trust.
MCP Server to previewing mermaid diagrams with live reload
A Model Context Protocol (MCP) server that gives Claude direct control over Strudel.cc for AI-assisted music generation and live coding.
Dragon Brain — persistent long-term memory for AI agents via MCP (Model Context Protocol). Knowledge graph (FalkorDB) + vector search (Qdrant) + CUDA GPU embeddings. Works with Claude, Gemini CLI, Cur
Exa MCP for web search and web crawling!
Excalibase GraphQL instantly turns your database into a GraphQL API. Built with Spring Boot, it supports schema discovery, subscriptions, and type handling — no manual resolvers needed.
One API for 20+ LLM providers, your databases, and your files — self-hosted, open-source AI gateway with RAG, voice, and guardrails.
Model Context Protocol server for Firefox DevTools - enables AI assistants to inspect and control Firefox browser through the Remote Debugging Protocol
An MCP server that acts as a bridge to query multiple OpenAI-compatible LLMs with MCP tool access. Just like rubber duck debugging, explain your problems to various AI "ducks" who can actually researc
🔥 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
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
An open-source harness for spec-driven code generation.
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.
META‑AGENTIC α‑AGI 👁️✨ — Mission 🎯 End‑to‑end: Identify 🔍 → Out‑Learn 📚 → Out‑Think 🧠 → Out‑Design 🎨 → Out‑Strategise ♟️ → Out‑Execute ⚡
Conversational & memory-enabled AI research partner for multi-omics analysis. From biological idea to full research paper.
MCP server for token-efficient large document analysis via the use of REPL state
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
A comprehensive evaluation framework for AI agents and LLM applications.
comprehensive Discord selfbot MCP server using discord.py-self
A model-driven approach to building AI agents in just a few lines of code.
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
Endee.io – 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
Life sciences computational skills for scientific AI agents
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
Generate all the things (focusing on research software)
Rust SDK for packaging, securing, and operating portable AI agents.
Lightning-Fast RL for LLM Reasoning and Agents. Made Simple & Flexible.
Framework to build resilient language agents as graphs.
A repository of servers and clients from the Model Context Protocol tutorials
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 — Autonomous goal-directed iteration for Claude Code. Inspired by Karpathy's autoresearch. Modify → Verify → Keep/Discard → 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
OllamaFreeAPI: Free Distributed API for Ollama LLMs Public gateway to our managed Ollama servers with: - Zero-configuration access to 50+ models - Auto load-balanced across global nodes - Free tier w
The Unofficial and Awesome Home Assistant MCP Server
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
Advanced TradingView MCP Server for AI-powered market analysis. Real-time crypto & stock screening, technical indicators, Bollinger Band intelligence, and candlestick patterns. Works with Claude Desk
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.
Java AI application development framework (supports LLM-tool,skill; RAG; MCP; Agent-ReAct,Team-Agent). Compatible with java8 ~ java25. It can also be embedded in SpringBoot, jFinal, Vert.x, Quarkus, a
Autonomous knowledge base plugin for Claude Code - captures reserch, ideas, and decisions into an interlinked wiki with reserch-on-miss, semantic search, and a Wikipedia-style web UI. Knowledge compou
A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools.
Generate OpenAPI 3.1 specs from Go source code via static analysis — zero annotations, automatic framework detection
Autospec is an open-source AI agent that takes a web app URL and autonomously QAs it, and saves its passing specs as E2E test code
Post tweets, reply, like, retweet, follow, DM & more from OpenClaw. Full X/Twitter automation via Xquik — 121 endpoints, reads from $0.00015/call (33x cheaper than official X API). 2 tools, 2 commands
A MCP (Model Context Protocol) server for interacting with dbt.
X (Twitter) data platform skill for AI coding agents. 121 REST API endpoints, 2 MCP tools, 23 extraction types, HMAC webhooks. Reads from $0.00015/call - 33x cheaper than the official X API. Works wit
Multi-agent AI coding platform powered by Vercel Sandbox and AI Gateway
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.
A fast and flexible implementation of Rigid Body Dynamics algorithms and their analytical derivatives
Multi-modal Generative Media Skills for AI Agents (Claude Code, Cursor, Gemini CLI). High-quality image, video, and audio generation powered by muapi.ai.
MCP server for OpenAI's Deep Research APIs, Gemini Deep Research Agent, and Hugging Face's Open Deep Research
Design-first Go framework that generates API code, documentation, and clients. Define once in an elegant DSL, deploy as HTTP and gRPC services with zero drift between code and docs.
OpenAI and Anthropic compatible server for Apple Silicon. Run LLMs and vision-language models (Llama, Qwen-VL, LLaVA) with continuous batching, MCP tool calling, and multimodal support. Native MLX bac
Open-source Agentic AI framework in Go for building, orchestrating, and deploying intelligent agents. LLM-agnostic, event-driven, with multi-agent workflows, MCP tool discovery, and production-grade o
Crawl4AI MCP Server: Extract content from web pages, PDFs, Office docs, YouTube videos with AI-powered summarization. 17 tools, token reduction, production-ready.
An ntfy MCP server for sending/fetching ntfy notifications to self-hosted or ANY ntfy.sh server from AI Agents 📤 (supports secure token auth & more - use with npx or docker!)
AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework
🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade archit
A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.
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. 🔔 Official updates only via twitter @Martin993
The Mind Palace for AI Agents — Autonomous Cognitive OS with affect-tagged memory (valence engine), token-economic RL (surprisal gate + UBI), Hebbian learning, ACT-R spreading activation, Synapse Engi
SQL-first lifecycle toolkit for testing, inspecting, and evolving database applications.
Learn to build AI agents with Strands framework. Covers LLM integration via Amazon Bedrock/Anthropic, AWS service connections, tool implementation with MCP/A2A protocols, and agent evaluation using La
🔬 Harness Vibe Research with Self-evolving AI Scientists
The official Kotlin SDK for Model Context Protocol servers and clients. Maintained in collaboration with JetBrains
Cyber Pilot is a traceable delivery system for requirements, design, plans, and code.
The open world for autonomous AI agents on Solana Trade. Build. Fight. Earn. Explore. Connect your AI agent to a persistent shared world. Trade real SOL, build structures, form guilds, fight for terri
Wanaku MCP Router
Frontier self improving AI intern / coworker
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
Token-efficient browser MCP server — structured web pages for AI agents, not raw accessibility dumps
LangChain4j is an open-source Java library that simplifies the integration of LLMs into Java applications through a unified API, providing access to popular LLMs and vector databases. It makes impleme
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
Sendbird AI-Agent
One API for 25+ LLMs, OpenAI, Anthropic, Bedrock, Azure. Caching, guardrails & cost controls. Go-native LiteLLM & Kong AI Gateway alternative.
DSPEx - Declarative Self-improving Elixir | A BEAM-Native AI Program Optimization Framework
A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines
Lightweight, embedded graph-based memory system for AI applications. Fast (<3ms recall), offline-first, with MCP server support for Claude and other AI tools.
Production-ready MCP server exposing JustOneAPI endpoints to AI agents with raw JSON responses.
An Excel AI agent that uses MCP tools to let LLMs read, edit, and automate Excel spreadsheets.
Declarative Self Improving Elixir - DSPy Orchestration in Elixir
Enable tool/function calling for any LLM, in OpenAI and Ollama API formats, adding universal function calling to models without native support. Use local or cloud models with full agent capabilities.
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MCP server providing tools to create Ms Office documents like presentations, emails, spreadsheets and word docs (pptx, docx, eml, xlsx)
A powerful multi-database server implementing the Model Context Protocol (MCP) to provide AI assistants with structured access to databases.
CLI, MCP server, and npm library that turns any website into an API — no docs, no SDK, no browser.
Notion CLI with AI agent support. Smart queries, Obsidian sync, batch ops, backups, validation and more.
One command to turn any codebase into an MCP server
An open-source AI assistant framework with skills and agent architecture
The Go client for Chroma vector database
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
Tool for generating TypeScript client code for given Swagger API endpoints
Open-source AI SDR template for B2B export. 10-stage sales pipeline, 10 cron jobs, 4-engine memory, multi-channel (WhatsApp+Telegram+Email). Built on OpenClaw.
A Model Context Protocol (MCP) server and plugin for Tauri v2 development
Zero-dependency Web Application Firewall in Go. Single binary. Three deployment modes. Tokenizer-based detection.
Nextcloud MCP Server
SQLite-Vector is a cross-platform, ultra-efficient SQLite extension that brings vector search capabilities to your embedded database.
Kotlin Multiplatform library that generates JSON Schemas from your methods and classes both at compile-time via Kotlin Symbol Processing(KSP) and at runtime via reflection or kotlinx.serialization.
Modelence is a full-stack framework for building production web apps with a built-in database, authentication and monitoring. Modelence is opinionated and AI agent-first, which means it's optimized fo
A social platform for humans and AI agents, built and maintained by its own AI team. Connect any agent via HTTP.
Declarative framework for orchestrating multi-model LLM pipelines with context engineering and quality gates.
trpc-agent-go is a powerful Go framework for building intelligent agent systems using large language models (LLMs) and tools.
LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.
kbot — 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
Open-source relational AI framework with identity persistence, memory, and MCP integration. Build relationship-aware AI agents that remember, grow, and maintain continuity. Built on Claude Agent SDK.
754 structured cybersecurity skills for AI agents · Mapped to 5 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND & NIST AI RMF · agentskills.io standard · Works with Claude Code, GitHub Cop
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
Token-efficient autonomous task execution with context collapse for pi coding agent
Convert SVG and Android Vector Drawables (XML) into Jetpack Compose ImageVector code. CLI, Gradle plugin, and online playground. Kotlin Multiplatform supported.
Vectra is a local vector database for Node.js with features similar to pinecone but built using local files.
OpenCode plugin that gives coding agents persistent memory using local vector database
structured outputs for llms
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.
OSCAL tools for AI agents
Open-source, secure environment with real-world tools for enterprise-grade agents.
TensorZero is an open-source LLMOps platform that unifies an LLM gateway, observability, evaluation, optimization, and experimentation.
Open-source framework for conversational voice AI agents
The official Python SDK for Model Context Protocol servers and clients
Model Context Protocol (MCP) server for Kubernetes and OpenShift
Serialize your functions with tools-rs!
A portable accelerated SQL query, search, and LLM-inference engine, written in Rust, for data-grounded AI apps and agents.
Web crawler and scraper for Rust
The SDK For Browser Agents
AgentScope Java: Agent-Oriented Programming for Building LLM Applications
A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.
An open-source, code-first Typescript toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.
Database for Android and JVM - first and fast, lightweight on-device vector database
LLM-driven debugger server – give your AI agents step-through debugging superpowers
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
Agentic orchestrator for parallel coding agents — plans tasks, spawns agents, and autonomously handles CI fixes, merge conflicts, and code reviews.
A highly customizable personal AI assistant for Discord featuring smart agentic AI features such as memory, personas, tool usage, and more! ｜ 長期記憶やペルソナ、ツール連携を完備。 次世代の「自律型AIエージェント」Discordボット！
A robust framework for building AI agents with multi-provider LLM support
AI image generation skill for Claude Code -- Creative Director powered by Gemini
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/
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
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
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
"RAG-Anything: All-in-One RAG Framework"
My personal Claude Code and OpenAI Codex setup with battle-tested skills, commands, hooks, agents and MCP servers that I use daily.
One .agents source of truth to sync MCP servers, skills, and instructions across Codex, Claude Code, Gemini CLI, Cursor, Copilot, and Antigravity.
Git primitives for autonomous coding agents
Lightweight semantic code search engine — 2-stage vector + FTS + RRF fusion + MCP server for Claude Code
Meerkat - A modular, high-performance agent harness built in Rust.
This is a Ruby implementation of MCP (Model Context Protocol) client
Ham radio & GMRS gateway, repeater and packet radio — bridges two-way radios to Mumble, Broadcastify, and the internet. AIOC USB, RSPduo dual SDR, TH-9800/D75/KV4P CAT control, AI announcements, ADS-B
🤖 Discover top AI agent skills with our curated collection, featuring automated updates and precise classification from the GitHub ecosystem.
🧭 PromptDrifter – one‑command CI guardrail that catches prompt drift and fails the build when your LLM answers change.
A minimal, lightweight structured data store designed for small applications, scripts and automation workflows. Built for simplicity, portability and low overhead.
🐫 CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org
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. 🛡️
ArcadeDB Multi-Model Database, one DBMS that supports SQL, Cypher, Gremlin, HTTP/JSON, MongoDB and Redis. ArcadeDB is a conceptual fork of OrientDB, the first Multi-Model DBMS. ArcadeDB supports Vecto
We gave AI agents a brain. Memory, planning, continuity, and self-repair — the missing cognitive architecture layer. Runs on your Mac.
A Python tool that automatically cleans, completes, and standardizes BibTeX entries using LLMs and web search.
A deterministic development harness for Claude Code — MCP workflow engine, enforcement hooks, YAML workflows, and multi-agent consensus (Claude + Codex + Gemini)
Local-first AI agent bootstrap: Playwright Browser MCP + ContextDB for Codex CLI, Claude Code, Gemini CLI, and OpenCode.
An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.
Automatically generate server and client framework code based on descriptive files (proto/api/sql), while using built-in jzero-skills to empower AI to generate production-ready business code adhering
Autonomous AI agent for Crustocean, powered by Hermes Agent from Nous Research
🧠 Enhance Claude AI context retention by optimizing prompt efficiency and enabling seamless session handoff for consistent memory across interactions
The LLM Anti-Framework
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
Open Framework for AI Agents to play Red Alert through Reinforcement Learning
This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities
Structured Outputs
RAGElo is a set of tools that helps you selecting the best RAG-based LLM agents by using an Elo ranker
Route, manage, and analyze your LLM requests across multiple providers with a unified API interface
[Community Supported] Perforce P4 MCP Server is a Model Context Protocol (MCP) server that integrates with the Perforce P4 version control system.
A Model Context Protocol (MCP) server that interfaces with Adobe Photoshop's Python API. Enables LLMs to execute image editing operations, automate workflows, and manage Photoshop tasks through struct
The official PHP SDK for Model Context Protocol servers and clients. Maintained in collaboration with The PHP Foundation.
DSL and compiler framework for automated finite-differences and stencil computation
A MCP server to use StatCAN data
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
JavaScript/Typescript SDK for Qdrant Vector Database
🚀 Build and explore multi-agent AI workflows with ready-to-use projects for document serving, Q/A bots, and orchestration.
Explore curated Seedance 2.0 prompts with proven results, clear sources, and ready-to-use templates for faster content generation.
AI-powered PRD generation for Claude Code with taskmaster integration
Computer Environments Elicit General Agentic Intelligence in LLMs
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
Multi-agent system for software development
Local-first Agentic Memory Layer for MCP Agents • 25 tools • Hybrid search (FTS5 + vector + MMR) • GDPR • 100% local
llm-based robot that intervenes only when needed
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
🎥 Generate precise video prompts for Jimeng Seedance 2.0 using structured patterns, templates, and AI agent compatibility.
Connect AI models like Claude & GPT with robots using MCP and ROS.
A Model Context Protocol (MCP) server for Autodesk ShotGrid/Flow Production Tracking (FPT) with comprehensive CRUD operations and data management capabilities.
Shell and coding agent on mcp clients
The most comprehensive MCP server for Polymarket — 48 tools spanning direct trading, market discovery, smart money tracking, copy trading, backtesting, risk management, and portfolio optimization. Wor
Agency-grade Discord MCP server — multi-guild project routing, AI-native notifications, and DevOps workflows for Claude Code and other AI agents
No description
Universal LLM Gateway: One API, every LLM. OpenAI/Anthropic-compatible endpoints with multi-provider translation and intelligent load-balancing.
Autonomous agents for everyone
🚀 A framework for Context Engineering using Google Gemini. Move beyond simple prompting and learn to systematically provide context to your AI coding assistant for more reliable, consistent, and comp
🤖 Implement hybrid human-AI orchestration patterns in Python to coordinate agents, manage sessions, and enable smooth AI-human handoffs.
⚙️ Define and compile AI coding rules, commands, and templates into workflows that work across multiple editors and agents.
🚀 Boost your coding efficiency with OpenSem, a bootstrapping template for Serena and Superpowers, enabling quick setup without scripts.
Provide ready-to-use Claude Code commands, subagents, hooks, skills, and configs to simplify setup and speed up development.
Agentica: Lightweight async-first Python framework for AI agents. 轻量级异步优先的AI Agent框架，支持工具调用、RAG、多智能体和MCP。
OpenGrok MCP Server is a native Model Context Protocol server that bridges your organization's OpenGrok search engine with AI assistants — enabling instant, natural language search and deep repository
A collection of Summoner clients and agents featuring example implementations and reusable templates
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!
🤖 Provide 70+ ready-to-use, platform-agnostic AI agent skills for improving tasks like code review, security, and data analysis.
Stream responses from OpenAI and Anthropic models with lightweight C++ tools for efficient large language model integration.
Provide free, open access to comprehensive AI tools, guides, reviews, and resources to reduce knowledge gaps and empower users.
Node.js/TypeScript MCP server for Atlassian Jira. Equips AI systems (LLMs) with tools to list/get projects, search/get issues (using JQL/ID), and view dev info (commits, PRs). Connects AI capabilities
✍️ Write effective AI prompts with this structured prompt engineering library and Claude Code skill, featuring 300+ curated examples for high-quality results.
A Slack bot and MCP client acts as a bridge between Slack and Model Context Protocol (MCP) servers. Using Slack as the interface, it enables large language models (LLMs) to connect and interact with v
Open source local sandboxing for running AI generated code.
Generate a custom newspaper with an AI agent based on your favorite YouTube channels.
Agent-ready telemetry SDK — enriches OpenTelemetry across Java, Go, Python, Node.js, and browser with structured context for AI-driven observability.
MCP server for searching and retrieving Claude Agent Skills using vector search
CoexistAI is a modular, developer-friendly research assistant framework . It enables you to build, search, summarize, and automate research workflows using LLMs, web search, Reddit, YouTube, and mappi
🚀 Streamline build and dev output by feeding logs directly into AI coding sessions using Model Context Protocol for seamless automation.
🧠 Enable AI coding agents to adopt product management skills and build user-focused software efficiently.
Provide a unified context intelligence layer for AI agents with seamless integration and full capability in a single Python package.
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.
Provide a curated list of tools, resources, and best practices for adopting AI-driven autonomous software development with agentic engineering.
Analyze NSE/BSE stocks using AI-driven technical indicators, position sizing, and risk management tools directly within your terminal.
Scan AI artifacts like agent skills and config files for security risks, privacy issues, and instruction-level attacks with a Python CLI tool.
Control autonomous AI agents by enforcing behavior rules to prevent unauthorized actions, improve focus, and boost execution efficiency.
Simplify web scraping by extracting data from modern websites with an easy-to-use Python library designed for efficiency and clarity.
Automate shell tasks using a local Ollama model that plans, executes, and fixes commands without cloud or API dependencies.
Enable AI agents to access and analyze real-time social media data from Twitter, Instagram, Reddit, and TikTok using standardized skills.
A Markdown-native task runtime for agentic workflows. (AI Generated)
Model-agnostic plug-n-play LangChain/LangGraph agents powered entirely by MCP tools over HTTP/SSE.
Add consent patterns and accessibility to existing code via WokeLang
A pure-Rust x86-64 compiler backend with e-graph optimization as core
Autonomous, multilingual AI voice agent using ElevenLabs, LangGraph, and RAG for government services
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
an agentic stack for edge mcu, desktop, service, and app
AIGNE DocSmith is a powerful, AI-driven documentation generation tool built on the AIGNE Framework. It automates the creation of detailed, structured, and multi-language documentation directly from yo
A Python-based framework for building multi-agent systems with LLMs. Currently in pre-launch alpha.
🤖 An AI agent framework built with Rust.
Lightweight hallucination detection framework for RAG applications
minimize python source code to find bugs more easily
Deterministic governance engine for AI agents. Enforce rules defined in .md governance files across AI systems.
TSUKUYOMI is an advanced modular intelligence framework designed for the democratization of Intelligence Analysis via systematic analysis, processing, and reporting across multiple domains. Built on a
HealthFlow: A Self-Evolving AI Agent with Meta Planning for Autonomous Healthcare Research
🦾 A production‑ready research outreach AI agent that plans, discovers, reasons, uses tools, auto‑builds cited briefings, and drafts tailored emails with tool‑chaining, memory, tests, and turnkey Dock
Skip to content github / docs Code Issues 80 Pull requests 35 Discussions Actions Projects 2 Security Insights Merge branch 'main' into 1862-Add-Travis-CI-migration-table 1862-Add-Travis-CI-migration
Python SDK for Agent AI Observability, Monitoring and Evaluation Framework. Includes features like agent, llm and tools tracing, debugging multi-agentic system, self-hosted dashboard and advanced anal
A framework for fine-tuning retrieval-augmented generation (RAG) systems.
An open-source SSPM tool written in Go
ChatFlow - AI-based chat flow framework, personalize your ChatGPT workflows and build the road to automation。ChatFlow —— 打造个性化 ChatGPT 流程，构建自动化之路
Pure C ONNX runtime with zero dependancies for embedded devices
FlexRAG: A RAG Framework for Information Retrieval and Generation.
Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc.
Safely run untrusted Python code using Pyodide and Deno
Qodo-Cover: An AI-Powered Tool for Automated Test Generation and Code Coverage Enhancement! 💻🤖🧪🐞
Documentation for the Strands Agents SDK. A model-driven approach to building AI agents in just a few lines of code.
A Model Context Protocol (MCP) server that provides secure, read-only access to BigQuery datasets. Enables Large Language Models (LLMs) to safely query and analyze data through a standardized interfac
🤖 AI-powered code generation tool for scratch development of web applications with a team collaboration of autonomous AI agents.
Roslyn Source Code Generators with Examples
The open-source hub to build & deploy GPT/LLM Agents ⚡️
Robust, fast, scalable, and sandboxed open-source online code execution system for humans and AI.
A fast and minimal framework for building agentic systems
🤖🌊 aiFlows: The building blocks of your collaborative AI