Python agents

Production-ready AI multi-agent orchestration platform. 37+ modules, constitutional governance, RAG knowledge integration, real-time collaboration. Kubernetes & Docker ready.

Implementation of the book "Essential GraphRAG MEAP V04"

Control Spotify from Claude, Cursor, or any MCP client. 100+ tools for playback, playlists, discovery, and curation.

An MCP server for AI agents that handles captcha bypass workflows through dedicated tools instead of prompt hacks. Includes session-based browser automation, reCAPTCHA v2 solving, Selenium workflows, and a clean agent-to-tool architecture for verification-heavy web flows.

Real, framework-free AI support agent where SynapCores is the brain — memory, RAG, tool routing, generation in one database. Browser chat widget + live Brain debug sidebar. Fork and run in 30s.

🧠 EdgeBrain — Lightweight edge AI inference engine. Run ML models locally with sub-100ms latency. No cloud. No API keys. Just fast, private AI.

Cognitive memory that thinks — 7 laws, 3-tier memory, multi-agent. pip install soma-wisdom

Open-source AI DJ co-host. Listens, watches, talks back.

A terminal Tamagotchi — raise a virtual pet in your CLI. Phase 2: AI agent awareness. Phase 3: peer-to-peer pet visits.

Run teams of AI agents on your machine. Claude, Codex, Gemini, Grok, Qwen — coordinating in real-time via WebSocket. 204 built-in tools. Self-hosted, open source.

Dify for Unraid, bottled up as an AIO container: agents, RAG, workflows, plugins, sandboxing, Postgres/pgvector, Redis, and sane homelab defaults without the compose-file maze.

An AI-powered resume tailoring system that automatically optimizes your resume for specific job posting.

A multi agent AI discussion system where multiple models debate, refine arguments, and collaborate to produce a well reasoned final answer using structured multi round orchestration.

An open-source, lean AI content generator producing SEO-optimized blog posts via multi-model orchestration. Interactive CLI tool with Rich prompts, GSC-driven SEO optimization, and direct publishing capabilities. Originally built by Flyweel We're building the layer connecting spend, revenue, and capital with agentic finance.

A retrieval-gated skill architecture for LLM agents that scales to hundreds of tools by exposing only the top-K relevant capabilities per request.

Apple MLX LM backend for the Agent Framework.

Comprehensive, auto-updating literature review of GenAI & LLM security research, standards, tools, and resources. 100+ curated entries with interactive webapp.

Nemotron-3-Super-120B Cogni-Brain on DGX Spark: 131K context, ~24 tok/s, 93/100 Tool-Eval, hardened agent stack.

Orchestrate a cluster of containerized local LLMs — each with its own persona, role, and goal — that collaborate until the work is done.

Policy-as-code enforcement and observability for MCP tool calls. Wraps AI agent sessions with cryptographic integrity checks, argument-level CEL policies, and a full audit trail.

Runs agentic coding assistants in Docker containers

An opensource agentic system infrastructure - not an OS

ChefMate is an AI-driven recipe assistant that uses Retrieval-Augmented Generation and a local LLM to provide context-aware cooking suggestions. It supports ingredient queries, recipe generation, and dietary filters through semantic search and real-time chat.

Your morning briefed in 30 seconds. Calendar, email, Slack, and action items in one digest.

A Claude Code skill that generates beautiful HTML reports instead of long terminal output

Reverie Core is an agentic cognition layer for the Hermes ecosystem (memory plugin)

Merlin Community Edition — free dedup engine + integrations. Saves LLM tokens. No telemetry.

🎓 Turn any course PDF into structured self-study notes with AI. MinerU extraction → page-by-page notes → 7-dimension AI review → Notion sync. OpenCode skill for students.

文档 / 飞书 → 中文手绘技术解释图的 AI Skill｜21:9 封面 + 16:9 正文 PNG

Gemma 4 + Google ADK GIS Agent for NL2Semantic2GeoSQL and controlled county-scale GWM/MPC planning with native function calling, hard-constraint validation, recovery, and verified memory.

🌍 WorldSim AI — AI-powered world simulation engine. Generate, explore & interact with dynamic virtual worlds. For research, gaming & creative storytelling.

Simplified implementation of a deep research agent using LangGraph

Full-stack RAG platform for document loading, smart chunking, embedding, indexing, hybrid retrieval, and answer generation. Features chunking/model recommendation, query enhancement, and modular debugging. Built with FastAPI, Vue 3, Milvus, and LangChain

Your AI Chief of Staff — Personal Assistant framework for Claude Code. Email, semantic memory, task management, content security. Works standalone or on AI Maestro.

A modular LLM skill for epistemic operations and noetic analysis: a cognitive-security framework (SOC) for classifying discourse and diagnosing orientation, deformation, and concealment; routing engagements through matched case modules and tactics, techniques, and procedures (TTPs), grounded in sound reason and normative disposition.

An Agent swarm that mimics the closed source one of kimi k2

This repo contain the LLM models , ai api keys and ai automation works practice code , project sample code of solana hackathon

🚀 MCP Server for publicly available real-time Indian Mutual Funds data

Still trusting results that AI generated, tested, and declared successful by itself? This Claude Code methodology adds evidence markers, audit gates, anti-hallucination rules, and Validation Theater detection to keep AI-assisted development verifiable.

【EN】NEXUS is a multi-agent simulation for modeling information flow, user attention, and strategic decision-making in dynamic social environments. It integrates attention-guided mechanisms, GraphRAG-based retrieval, and narrative-driven agent interactions to generate high-quality insights for scenarios such as social media analysis + public.

A lightweight, file-based A2A (Agent-to-Agent) message bus for multi-agent teams. Zero middleware dependency — CLI push, bidirectional ACK, task tracking, heartbeat monitoring, full-text search, and a standalone web dashboard. Framework-agnostic: works with Hermes, OpenClaw, Cline, OpenCode, and any CLI-capable agent.

Autonomous Multi-Model AI Workspace - Claude Artifacts-style live preview, 7 AI providers, file/camera uploads, 9 built-in tools

J.A.R.V.I.S: An AI-powered Open Source Intelligence (OSINT) system. It orchestrates deep web scraping and local LLMs to autonomously generate comprehensive intelligence dossiers.

A Claude Skill for writing publication-ready domestic and international literature reviews — five-step pipeline, eliminates citation chains, structured gap logic.

MCP server for reading WeChat (微信) Official Account articles with native multimodal output - images and video keyframes as content blocks, not URLs.

Autonomous multi-agent AI pipeline that reviews GitHub pull requests, generates fixes, runs test validation, and produces documentation.

An adversarial reasoning engine — a pluggable tree-search workflow where thoughts are generated, adversarially evaluated (GAN-style), and synthesized. Thesis → antithesis → synthesis.

Give your Hermes agent a body — an animated face, live RGB presence, and mood, all driven by the agent's real state. Minnie is the flagship example.

Autonomous AI-agent workflow experiments for Xiaomi MiMo Orbit 100T Token Grant for Builders.

OpenClaw WhoBot Skill — WhoBot (呼波特) AI电话数字员工知识技能，为 OpenClaw AI 代理注入 WhoBot 全量知识 | OpenClaw knowledge skill for AI Phone Digital Employee platform

Lever-GaoKao: 基于人生杠杆理念的高考志愿填报智能体

Operon is an advanced autonomous AI Terminal Cockpit, combining the best of OpenClaw and Hermes Agent. Built for autonomous task execution, it can manage files, search the web, compose emails, and more — all while verifying results and delivering high-quality output. Currently in beta.

Small, sharp, agent-agnostic skills that keep an AI agent's work honest.

CLI coding agent สไตล์ Claude Code — Claude API / Cloud / Ollama / llama.cpp, 42 skills, single-file

Drive LinkedIn from the CLI or any program — search, scrape profiles, check status, connect & message — via a real browser session (Playwright) + the Voyager API. JSON-first, LLM-agent friendly. No API key, no SaaS.

Detect fake recruiter & job-offer scams with free OSINT — an MCP server for Claude. No API keys.

Turn an M5Stack Cardputer-Adv into a physical approval + usage surface for an AI coding agent (BLE + MCP).

Record, replay, and diff every LLM call your AI agent makes

MOVED to github.com/professorpalmer/marionette -- this repo is archived. Marionette: a desktop AI coding harness over Puppetmaster durable state.

H2HMem evaluates multimodal LLM memory in realistic human-to-human interactions, spanning both dyadic and multi-party conversations with diverse multimodal memory challenges.

An intelligent, multi-agent fraud management system using MCP

This project is a dynamic AI chatbot that can be trained from various sources, such as PDFs, documents, websites, and YouTube videos.

7-layer RAG framework that eliminates semantic drift + context poisoning. Faithfulness 0.94 vs 0.71 Naive RAG. +13.6 EM on multi-hop QA.

Hands-on AI agent security resource: OWASP GenAI attack/fix/verify demos on a LangChain IT-helpdesk agent, deployed to the cloud.

Production-grade RAG system with hybrid retrieval (Qdrant + Elasticsearch + Neo4j), Corrective RAG via LangGraph, feedback-driven reward model, and RAGAS evaluation dashboard

A high-throughput semantic routing engine for AI agents and LLM applications. Executes local intent classification using ONNX embeddings, FAISS indexing, and asynchronous micro-batching.

Multi-agent, evidence-weighted orchestration CLI. Vendor-neutral (Claude/Codex/Gemini/local), layered safety, chat connectors (Telegram/Slack/Notion/WhatsApp). Evidence decides — not consensus.

3 hours of expert product research in 85 seconds. Analyzes Reddit + expert reviews, counts every mention with Aho-Corasick, interviews you on priorities, cites real evidence per criterion, and shows its reasoning live. Google OAuth cross-device memory. Re-ranks in <5ms. Intelligence Index: 98.0/100 · 1041+ benchmarks · 1223 tests · Free tier.

5 AI agents that turn GitHub Issues into mergeable PRs — from architecture to passing tests, fully autonomous.

IOA Core — the open-source governance-first kernel for AI orchestration. Clean public repo with OSS-only code, docs, and releases.

Genesis Governance OS The Operating System for Multi-Agent AI Inspired by Political Science, built to coordinate intelligent agents at scale.

Multi-agent development orchestration with git worktrees, file locks, task routing, and MCP integration

Root cause analysis for AI agents. Detects agent loops, retry storms, and optimization opportunities in LangSmith, Langfuse, Arize Phoenix, and OpenTelemetry traces.

meow — Nine Lives exoskeleton for Claude Code. Owns the session boundary: birth, exit contract, rebirth. Bun heartbeat + Python governor + markdown roles. 30 verifiers, all green.

Codebase for Hidden in memory: Sleeper memory poisoning in LLM agents

A traceable reasoning multi-agent framework for simulating real-world gynecological clinical diagnosis

Python Web Security: OWASP Top 10 with Agentic AI Course

Prompt Distance (PD): a whitepaper-grade metric for how many prompts away a project is from not existing

Damn Vulnerable Agentic AI (DVAA) - An interactive playground for exploiting and mitigating the OWASP ASI Top 10

A cross-agent consultation bus: a CLI coding agent asks a different-provider agent for a second opinion — one advisor, or a multi-agent council that audits code and verifies every finding against its file:line. 12 agents: Claude, Codex, Gemini/agy, Grok, OpenCode, Hermes, Kimi, Cursor, Kilo, Cline, Goose, Pi.

AI Discord bot for image generation, analysis, and chat.

AI Chatbot developed through Rasa. Rasa is helpful in understanding messages, holding conversations, and connecting to messaging channels and APIs.

Malayalee.ai is your friendly, AI-powered guide to the Malayalam language and culture, now with both text and voice interaction! It acts as your personal translator, conversation partner.

🤖 An open-source Agentic RAG framework powered by ReAct Agent — LLM autonomously orchestrates hybrid retrieval, deep reading, and web search for traceable, evidence-first Q&A over your documents.

🤖A simple, beginner-friendly conversational chatbot built in Python that handles basic text-based queries. 🤖Machine Learning, NLP, Deep Learning

The Ever-learning and ever-improving tool! Click the arrows on the left of each of the items below to see more information about them.

Watch your Claude Code subagents work — a live office for every conversation.

Cross-platform statusline for Claude Code — model, context, rate limits, effort, thinking

AI-assisted local-first reference prototypes for governed AI application controls, using fictional data and explicit evidence boundaries.

Local RAG legal assistant for private document Q&A, built with React, FastAPI, LlamaIndex, Ollama, Qdrant, Redis/RQ, and Docker Compose.

Reference AI platform for architects — FastAPI gateway integrating RAG, Agents, and MLflow with audit logging, FinOps metrics, RBAC, and Grafana observability.

🐾🔍 The tool-call detective for small models on Apple Silicon — attributes every tool-calling failure to one of four causes (template bug / parser gap / model format / model decision). MLX-native, reproducible, bootstrap CIs on every metric.

🌍 An AI agent that forges specialist subagents on demand, stores them for reuse, and grows to you over time.

Autonomous Red Team weapon powered by Local LLMs. Finds exploits via RAG, adapts them to your target with AI, compiles in Docker sandbox, and evades EDR/AV — all offline.

AI Employee - Platinum Tier | A Digital FTE that manages business operations 24/7 | Email, Social Media, Invoicing, WhatsApp - all automated with human-in-the-loop approval

Agent-first harness: Claude Code drives OpenAI Codex workers like native subagents — mid-turn steering, token-free observation, bidirectional QUESTION protocol. Built on the official openai-codex Python SDK.

Rizz glasses (CarletonU Hackathon)

Orchestrate and govern human + AI work loops with auditable receipts

Production-ready multi-user AI agent framework — 9 LLM providers with Chinese models (Qwen, DeepSeek, Kimi, GLM) first-class. Built-in tools, MCP, RAG, sub-agents, skills, scheduler and an agent pool. Run it as a CLI/service, or embed it as a library.

Intelligent document OCR and structured extraction. Turn PDFs and images into typed JSON with zero vendor lock-in.