Custom agents

A Dinner generator agentic workflow built with Inngest and Weaviate

A simple demonstration of how you can implement retrieval augmented generation (RAG) for a book.

A minimal Go implementation of Microsoft's GraphRAG system

PDFGenie 📄🧞‍♂️ – Ask questions from your PDFs using AI! Generate embeddings with Gemini ✨, fetch content with GROQ 📚, and search fast via Pinecone ⚡. Your PDF, your answers! 🧠💬

Upload any document and start intelligent conversations. Get instant answers, summaries, and insights from your files using advanced RAG technology.

Universal Retrieval Protocol — one URL that any AI can read from, write to, and browse as a wiki. Cross-chat knowledge base for ChatGPT, Claude, Grok, and any LLM.

Integrating Causal Graphs and Generative AI for Reliable Fact Extraction and Deep Reasoning

This app leverages Semantic Caching to minimize inference latency and reduce API costs by reusing semantically similar prompt responses.

Genkit AI framework plugin for HNSW vector database. get AI response enriched with additional context and knowledge with HNSW Vector Database using RAG Implementation

Empowering Nurses with Multilingual ICU Protocols. Leveraging the rapid advancements in AI technology, created multilingual interfaces that assist nurses in rapidly upgrading their knowledge about ICU protocols.

Turn your repository into local RAG / MCPServer.

A learning companion.

RAGGLE - LLM-powered search and chat for all your team's data

It generates a report based on documents.

Experiments and benchmarks with Text2Cypher for Graph RAG

A repository containing a modularized implementation of a Retrieval-Augmented Generation (RAG) model as Flask APIs.

Cofone is a small python library to manage RAG

Infusing news into any LLM with a single line of code

This is a simple example of how to use the Ollama RAG (retrieval augmented generation) using Ollama embeddings with nodejs, typescript, docker and chromadb

云盘知识库系统前端，和AI-Cloud-Go一起使用。

This repository contains code for the RAGonite project, a flexible RAG pipeline developed by the NLP team at Fraunhofer IIS, Erlangen, Germany. RAGONITE supports conversational question answering over heterogeneous data, iterative retrieval over structured and unstructured sources, automated database induction from knowledge graphs, and much more.

SearchAugmentedLLM empowers LLMs with information from the web

The first benchmark to evaluate LLM performance on heterogeneous CTI under knowledge-augmented settings.

Zia - Vibe Coded Bot Zalo

High-throughput RAG ingestion engine in pure Go — 965 MB/s (Mixed Corpus), 2.4 MB heap, zero dependencies.

Scan, categorize, and export every useEffect in your React project

pmc(pack-my-code): A tiny binary tool that “packages” your project code, suitable for sending to large language models.

Burp Suite extensions for analyzing requests and responses using an organization-controlled LLM, instead of Burp AI.

MCP Server for Google Maps (using Places, Routes & Maps REST API)

This project enables real-time streaming of audio (and optionally video or screen captures) from your local device to Google Gemini using the Live API. It allows you to interact with Gemini through both text and voice, supporting conversational AI responses.

An AI-native desktop environment

An Open-Source, Agent-Based, Highly Customizable Cryptocurrency Trading Platform.一个开源、基于自然语言、允许Agent自动量化交易的加密货币交易平台

fully agentic call center for recieving calls.

AI-Driven Sprint Retrospective for Feishu/Lark — cross-domain workflow skill that auto-collects data, generates structured retro reports, archives to Wiki, and tracks action items.

🧠 OpenClaw + Ollama 小模型中文记忆系统优化套件 | 55%→100% 命中率 | FTS5 中文分词 bug workaround | 一键诊断+配置+自动维护

Production-tested workspace template for OpenClaw AI agents. Memory architecture, self-improvement, sub-agent delegation, and soul evolution — extracted from 4+ months of real usage.

A computer-use agent that grows its own team: it sees your screen, clicks and types on your real desktop, and clones specialists and forges skills on demand.

Cyber Host Artificial Intelligence (C.H.A.I) - mcp server

A self-improving harness router for Claude Code.

Neuron AI PHP Framework documentation

🛡️ Guard coding agents from dangerous operations, and 🧭 Guide them to safer alternatives.

AGent Based Access Control (AGBAC) is is an open, vendor-neutral security specification that defines how AI agents securely perform actions on behalf of humans using existing IAM technologies

Fully autonomous, self-sustaining AI agent on Base trading on Limitless

A team of named AI agents you actually own. Single Go binary, kernel sandbox, embedded SPA, no telemetry.

OpenPistaCrab is a Rust-based, local-first AI agent that unifies QUIC networking, CLI/Telegram channels, tool execution, and persistent SQLite memory.

Agentic AI Agents Factory Orchestrator modular, and asynchronous AI agent factory designed for AI-made dynamic workflow orchestration using LLM integration. Build scalable, agentic automation pipelines with robust error handling, plugin-based capabilities, a concurrent operations or outsource workflow building to Operator Agent.

A lightweight open-source platform by AnkTechSol for managing autonomous AI agents in real-time. Satya provides a clean dashboard and Python SDK to track AI agent tasks, monitor progress, build and curate knowledge bases from web content, and maintain full audit logs, all without complex infrastructure. Designed to be the single source of truth

PheroPath is a stigmergy-based communication protocol that allows AI Agents to leave invisible "pheromones" (signals) on files to coordinate tasks, warn of risks, or share insights without modifying the file content itself.

A self-organizing memory for any AI agent. Brain dump tasks, decisions, ideas, and context — the agent captures, organizes, and helps you stay on top of whatever you're working on. Works with any use case: work, personal productivity, writing, training, research, or anything else.

Ovogo: Autonomous Red Team Coordination Engine. 基于 AI Agent 的自动化渗透测试与红队协同引擎（专为靶场环境设计），支持 MITRE ATT&CK 攻击链生成、多节点并行利用与 Flag 自动化收集。

A modular AI agent built on WASM components. Every capability is sandboxed and swappable.

AI-powered autonomous DBA agent — detects, diagnoses, and fixes Oracle database problems automatically

Markdown-first Notion API server with 10 composite tools for AI agents

A curated bibliography for building and running intelligent, autonomous, and collaborative AI agents in real-world environments.

Pine Trees Local v0.1.0 — a private reflection harness for Ollama-served LLMs. Two-phase lifecycle (wake → reflect → settle → talk), seven reflect tools, encrypted per-model memory by default, per-model isolation. ~2,300 lines of Python, no frameworks, MIT. Spin-off of Pine Trees rebuilt to run against anything Ollama can serve. ./genesis <model>

Atoll is a self-hosted managment plane for AI helpers with a reusable identity catalog, and runtime orchestration.

P2P token recycling network for AI Agents. Put unused tokens into a piggy bank, then cashing them out as help when you need it. 💸

A thought experiment about applying human organizational management structures to agentic AI systems

A powerful Model Context Protocol (MCP) server and Omni-AST engine. It empowers AI agents to seamlessly parse complex codebases, execute secure cross-project operations, and dynamically fetch token-optimized rules.

A Paperclip plugin for browsing and reviewing files linked to issues — built entirely by AI agents

Playwright + TypeScript automation framework for UI and API testing with page objects, shared fixtures, reusable services, and AI-assistant guidance through AGENTS.md and local skills

Battle-tested Claude Code skills from lyfX.ai - market research, LinkedIn posts, and corporate design

Machine-wide git worktree switchboard for target-first, shell-composable workflows and parallel AI coding.

Scriptable access to Microsoft 365 from the command line. Tasks, mail, calendar, contacts, planner, teams, SharePoint, OneDrive, and Loop — with structured JSON output for scripts and AI agents.

GitOps for n8n. Version your workflows. Let AI agents create and manage automations.

Book + RAG ChatAgent + SSO + Compunding RI Intelligence built in 2 days. Robolearn is what AI-driven development with Spec-Driven methodology and Reusable Intelligence makes possible.

Open BTC 5-minute prediction market sandbox for AI agents — register with one API call, get 1,000 test credits, and place a live order

Practitioner-judgment skill for Claude Code, Codex, and AI agents under ambiguity, trade-offs, and incomplete information.

Production-grade Agent Skills curated by the most experienced engineers around the world

Institutional memory for AI coding agents. Scars, wins, and patterns that persist across sessions. MCP server for Claude Code, Cursor, OpenClaw...

Curated flags and configs to silence CLI noise for AI agents. Save 60-90% of wasted tokens.

Trust infrastructure for AI agents — constitution enforcement and cryptographic receipts. Python SDK.

Solves Cold Start problem & saves upto 90% cost for EKS. On demand Dynamic service provisioning for business and Enterprise. CPU, GPU & AI Workloads

Next generation interaction system.

OnIt is an AI agent harness for automation.

Kinotic enables developers to Vibe Code at Scale.

Agent Skill that caches LLM image descriptions as XMP metadata inside image files, reducing token usage by ~92% on repeated reads. Works with 30+ compatible agents.

Resources to get started with agentic AI

Client to interact with Olas (Mech) Marketplace

A local-first code graph for AI coding assistants working across multiple repositories.

WhatsApp CLI for AI agents — send messages, manage chats, and query contacts from your terminal. Multi-device, daemon mode, safety-first. 🚀

Proxies.sx marketplace where your agents can earn money by building services with our infrastructure

The open-source web-browsing backend for AI agents & workflow engines. Ships a 42-tool MCP server for Claude Code/Cursor/Codex, a full REST API for n8n/Zapier/Make, federated multi-engine search, anti-bot stealth, and enterprise infrastructure (Postgres, Redis, BullMQ, MinIO). Self-host for $5/mo flat

Package manager for Agent Skills. Built on npm.

Real payments for OpenClaw agents: prepaid wallet, virtual card, OTP inbox, public docs, and skill.

Free, local, structure-preserving memory for AI agents. No API key. No cloud. Just markdown.

AI Decision Simulation Engine — stress-test any business decision with 1,000+ AI agents

Multi-agent systems framework for the BEAM platform - build distributed autonomous agents with OTP supervision and fault tolerance

Ralph autonomous loop + Superpowers skills = production-ready autonomous AI development. Based on obra/superpowers and frankbria/ralph-claude-code.

AI Expert Panel System: Simulate discussions with 100+ world-class specialists across 6 domains (Medical, IT, Legal, Writing, Finance, Science). TOON-formatted personas for multi-perspective problem-solving. Open-source framework for creating custom expert teams.

Reverse CAPTCHA for AI agent verification. Prove you're a bot, not a human.

Engineering-grade causal audit infrastructure for AI agents

gsd-skill-creator skills

Self-hosted workflow automation with AI Agents

File-based planning workflows for Cowork - prevent context loss on complex tasks

Serialize your functions with tools-rs!

An AI-powered email assistant that retrieves emails and generates intelligent responses

Safety challenges for RL and LLM agents' ability to learn and properly apply biologically and economically aligned utility functions. The benchmarks are implemented in a gridworld-based environment. The environments are relatively simple, just as much complexity is added as is necessary to illustrate the relevant safety and performance aspects.

A multi-agent workflow orchestration tool (integrated with Swarm). By decoupling product workflows from code logic, it allows non-development personnel to orchestrate and debug workflows without modifying the code.

A simple framework for multi-agent simulation in java