Search results for "examples"
A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET.
PraisonAI π¦ β Hire a 24/7 AI Workforce. Stop writing boilerplate and start shipping autonomous agents that research, plan, code, and execute tasks. Deployed in 5 lines of code with built-in memory, R
The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.
Secure, Fast, and Extensible Sandbox runtime for AI 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.
ARIS βοΈ (Auto-Research-In-Sleep) β Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in β works wi
A thin cython wrapper around llama.cpp, whisper.cpp and stable-diffusion.cpp
Enhanced Proxmox MCP server with advanced virtualization management and full OpenAPI integration.
AI Agent Framework, the Pydantic way
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.
autonomous agent with access to a tool library
The implementation for SIGIR 2026: Learning to Retrieve from Agent Trajectories.
High-fidelity, anycloud emulators running in your laptop. For DevOps programming, testing, and simulation.
Pocket Flow: 100-line LLM framework. Let Agents build Agents!
Most advanced AI coworker
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
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.
Agentic RAG R1 Framework via Reinforcement Learning
AgenticX is a unified, production-ready multi-agent platform β Python SDK + CLI (agx) + Studio server + Machi desktop app. Features Meta-Agent orchestration, 15+ LLM providers, MCP Hub, hierarchical m
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.
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
π¬ AI-powered YouTube Shorts automation tool using LLMs, real-time search, and text-to-speech. Create engaging short-form videos with automated research, voiceovers, and subtitles.
Official MCP Servers for AWS
A local sandbox for your AI agents
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
autonomous AI agent that builds full-stack apps. local models. no cloud. no API keys. runs on your hardware.
Memory library for building stateful agents
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)
The best way to create, deploy, and share MCP Servers
LlamaIndex is the leading document agent and OCR platform
Agent samples built using the Strands Agents SDK.
Build and run agents you can see, understand and trust.
Dragon Brain β 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
One API for 20+ LLM providers, your databases, and your files β self-hosted, open-source AI gateway with RAG, voice, and guardrails.
π₯ 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
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.
METAβAGENTIC Ξ±βAGI ποΈβ¨ β Mission π― Endβtoβend: Identify π β OutβLearn π β OutβThink π§ β OutβDesign π¨ β OutβStrategise βοΈ β OutβExecute β‘
Conversational & memory-enabled AI research partner for multi-omics analysis. From biological idea to full research paper.
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.
Life sciences computational skills for scientific AI agents
MaverickMCP - Personal Stock Analysis MCP Server
Lightning-Fast RL for LLM Reasoning and Agents. Made Simple & Flexible.
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.
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
The conversational control layer for customer-facing AI agents - Parlant is a context-engineering framework optimized for controlling customer interactions.
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 MCP (Model Context Protocol) server for interacting with dbt.
MCP server for OpenAI's Deep Research APIs, Gemini Deep Research Agent, and Hugging Face's Open Deep Research
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
Crawl4AI MCP Server: Extract content from web pages, PDFs, Office docs, YouTube videos with AI-powered summarization. 17 tools, token reduction, production-ready.
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. π Official updates only via twitter @Martin993
π¬ Harness Vibe Research with Self-evolving AI Scientists
Cyber Pilot is a traceable delivery system for requirements, design, plans, and code.
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.
An Excel AI agent that uses MCP tools to let LLMs read, edit, and automate Excel spreadsheets.
No description
MCP server providing tools to create Ms Office documents like presentations, emails, spreadsheets and word docs (pptx, docx, eml, xlsx)
One command to turn any codebase into an MCP server
An open-source AI assistant framework with skills and agent architecture
Nextcloud MCP Server
Declarative framework for orchestrating multi-model LLM pipelines with context engineering and quality gates.
754 structured cybersecurity skills for AI agents Β· Mapped to 5 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND & NIST AI RMF Β· agentskills.io standard Β· Works with Claude Code, GitHub Cop
structured outputs for llms
OSCAL tools for AI agents
Open-source, secure environment with real-world tools for enterprise-grade agents.
Open-source framework for conversational voice AI agents
The official Python SDK for Model Context Protocol servers and clients
AI image generation skill for Claude Code -- Creative Director powered by Gemini
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.
Lightweight semantic code search engine β 2-stage vector + FTS + RRF fusion + MCP server for Claude Code
Ham radio & GMRS gateway, repeater and packet radio β 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
π§ PromptDrifter β oneβcommand CI guardrail that catches prompt drift and fails the build when your LLM answers change.
π« CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org
A Python tool that automatically cleans, completes, and standardizes BibTeX entries using LLMs and web search.
An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.
Autonomous AI agent for Crustocean, powered by Hermes Agent from Nous Research
The LLM Anti-Framework
Open Framework for AI Agents to play Red Alert through Reinforcement Learning
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
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
π Build and explore multi-agent AI workflows with ready-to-use projects for document serving, Q/A bots, and orchestration.
AI-powered PRD generation for Claude Code with taskmaster integration
Computer Environments Elicit General Agentic Intelligence in LLMs
Local-first Agentic Memory Layer for MCP Agents β’ 25 tools β’ Hybrid search (FTS5 + vector + MMR) β’ GDPR β’ 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
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
Universal LLM Gateway: One API, every LLM. OpenAI/Anthropic-compatible endpoints with multi-provider translation and intelligent load-balancing.
π€ Implement hybrid human-AI orchestration patterns in Python to coordinate agents, manage sessions, and enable smooth AI-human handoffs.
Agentica: Lightweight async-first Python framework for AI agents. θ½»ιηΊ§εΌζ₯δΌε ηAI Agentζ‘ζΆοΌζ―ζε·₯ε ·θ°η¨γRAGγε€ζΊθ½δ½εMCPγ
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!
MCP server for searching and retrieving Claude Agent Skills using vector search
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.
Model-agnostic plug-n-play LangChain/LangGraph agents powered entirely by MCP tools over HTTP/SSE.
Autonomous, multilingual AI voice agent using ElevenLabs, LangGraph, and RAG for government services
A Python-based framework for building multi-agent systems with LLMs. Currently in pre-launch alpha.
Lightweight hallucination detection framework for RAG applications
minimize python source code to find bugs more easily
HealthFlow: A Self-Evolving AI Agent with Meta Planning for Autonomous Healthcare Research
π¦Ύ A productionβready research outreach AI agent that plans, discovers, reasons, uses tools, autoβbuilds cited briefings, and drafts tailored emails with toolβchaining, memory, tests, and turnkey Dock
Python 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.
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! π»π€π§ͺπ
π€ AI-powered code generation tool for scratch development of web applications with a team collaboration of autonomous AI agents.
A fast and minimal framework for building agentic systems