Python agents

AI-powered voice agent for autonomous outbound sales calls — perceives, reasons, decides, and acts in real time.

一站式游戏数据采集与自动化分析工作流，内置可视化 WebUI 与 AI Agent 助手。

A professional Telegram bot for YouTube creators that uses the Google Gemini API to generate content ideas, optimize headlines, and adapt content for short formats.

VeyraSkills — A curated collection of Claude Code skills for founders, developers and AI builders

MCP Server for GitHub/GitLab code review - enables AI assistants to review pull requests and merge requests

Personal RAG knowledge base assistant with FastAPI, Streamlit, LangChain, Chroma, Tavily, citations, evals, and request-id debugging.

AI命理运势分析Web应用｜Django + SQLite + 通义千问LLM｜生辰八字、五行四象、时运与正缘解读

Build AI-native SaaS agents with the ROAM Loop: Render, Observe, Act, Memorize.

An open-source embodied AI operating system. Deploy a persistent intelligence with its own drives, voice, face, and presence. Built in public.

Welcome to Malaika my ai companion

Tiny AI Agent framework built from scratch

Every AI skill, independently scanned. Public, open-source trust scoring for skills, MCP servers, hooks, and plugins across every agent platform. Apache-2.0. saferskills.ai

A software development methodology for the agentic era — researched, debated, and authored by AI agents.

End-to-end LLM agent that watches Reddit for brand mentions, triggers crisis alerts in minutes, and ships a daily insight brief to your team chat.

Self-hostable execution engine for reliable, observable, tool-using AI agents — with custom orchestration, persistent memory, trace replay, automated evals, and MCP integration.

Production-grade multi-agent workflow orchestrator built with LangGraph, MCP (Model Context Protocol), A2A protocol, and PostgreSQL+pgvector. Features supervisor hub-and-spoke routing, human-in-the-loop approvals, semantic memory, circuit breakers, LLM-as-judge evaluation, and a real-time Streamlit observability dashboard.

Autonomous quality firewall for LLM agents - classifies failures, generates patches, writes evaluators, and runs shadow deployments. Built on LangSmith + LangGraph + Groq.

The first open-source multi-tenant agent memory framework that works across any LLM combination with zero tokens per recall.

Research workrooms for AI agents: evidence retrieval, citation audit, adversarial review, peer review gates, and clean final reports.

Vectorless multi-agent research pipeline that transforms a raw topic into thematic structures, ranked gaps, competing methodologies, and a funding-ready proposal. Eliminates traditional RAG by using LLM-native synthesis with interpretable reasoning, quality gates, and quantitative novelty scoring.

AI agentic orchestration platform + flagship AI agentic trading crew. Official SDKs in 9 languages over an in-house Rust engine across 70+ venues

Lightweight, thread-safe memory kernel for autonomous agents. Strengthens knowledge through reinforcement, prunes with gentle decay, and exports transparent Markdown — pure SQLite. Foundation for persistent, self-improving reasoning.

LLM agent that automates DAG-based ML pipeline migration - from config parsing to pull request

Open source AI agent framework to build the future of data operations.

Simple MCP Server w/ Shell Exec. Connect to Local via Ngrok, or Host Ubuntu24 Container via Docker

This is youtube video question answering chat app with transcript and play feature to avoid unlimited ads of youtube for focus work

LLM-based resume screening with structured candidate ranking + SWOT analysis. Streamlit · Groq Gemma 2-9B · MongoDB. Evidence-first — the human still decides.

Build workflows and agents with LangChain and LangGraph

DSAFlowBot is a smart assistant that streamlines DSA practice with topic-wise question flows.

A LangGraph-native open reimplementation of Sakana AI's Fugu — trained coordinators that orchestrate a pool of LLMs (TRINITY + Conductor).

AI-powered RAG chatbot for PDFs and websites using LangChain, FAISS, Hugging Face Embeddings, Gemini AI, and Streamlit.

🤖 Enhance your research with SurfSense, a customizable AI agent that connects to multiple platforms for smarter, effective information retrieval.

Declarative schema migrations for LangGraph state persistence — Alembic for your checkpointers and stores

OpenAI-based Weather Chatbot.

Open-source observability and monitoring platform for AI agents. Real-time tracing, metrics, cost tracking, and debugging for production AI agent systems.

Hybrid RAG (BM25 + NumPy in-memory vector store) with LLM-as-a-Judge response scoring and a retrieval evaluation harness. Built with Gemini 2.5 Flash.

Generate deterministic pytest tests for your AI agents from one real run, then replay them in CI for $0. Fast, flake-free agent testing.

A configurable, typed AI framework with swappable LLM, classifier, handlers, and optional memory for NLP to Action flows

A high-performance AI knowledge base that uses DeepSeek-V3 and Hybrid Search to turn your PDFs and docs into an interactive, real-time chat expert. Built with a FastAPI backend and a premium Glassmorphism UI.

This repository features multiple demo chatbots, each designed to handle a specific domain or task. These bots leverage conversational AI to provide automated solutions that mimic human interaction.

[WIP] LLM-powered agent for adaptive data analysis across multiple sources. Uses natural language for complex queries, visualizations, and insights. Features autonomous planning, SQL/Elasticsearch generation, and AI storytelling. Built with LangChain, GPT-4, FastAPI, and React.

Multi-Agent Code Generation System — LangGraph + Groq + Tavily + LangSmith

Text-to-SQL + RAG based intelligent data assistant with schema linking and self-reflection.

The LangGraph Workflows Collection showcases a variety of AI workflow examples built using LangGraph, LangChain, and Google Gemini LLM. Each example demonstrates how to design modular, state-driven workflows — from simple logic-based flows like BMI or quadratic solvers to advanced LLM-powered reasoning, tool integration, and fault-tolerant systems.

Multi-agent LangGraph app turning raw requirements into backlog-ready user stories, ACs, and test cases. Live Gemini-Flash CI eval gate + nightly N=10 adversarial regression.

Zero-config static security scanner for AI agents. Detects 20 vulnerability categories mapped to MITRE ATLAS and OWASP LLM Top 10.

AI-Powered Job Extraction and Cold Email Generator

This project is the fourth deepagent companion project in the Cufel-X project, and the content is a deepagent framework adapted to MCP adapter

Runnable illustrations of Assistant (on-behalf-of) vs Claw (fixed-identity) agent authorization

设计并实现了一个具备自主迭代检索（retrieve-grade-rewrite-expand）的 TraceAgentic RAG 系统。通过 LangGraph 驱动 Agent 进行多步规划、相关性评估、重写查询与扩展检索，并实时输出 rag_step 进度与完整检索溯源（Trace），有效降低幻觉并提升可解释性。集成 MCP 工具实现文档与结构化数据（Git/MySQL）联合查询，支持文档批量上传与流式响应。相较于传统 RAG，该系统在复杂知识问答场景中展现出显著的自主决策与透明度优势。

Chaos engineering & reliability testing for multi-agent AI systems

Multi-agent research copilot that separates LLM generation from deterministic citation verification — HALLMARK F1-H 0.747 (full dev_public, N=1119). LangGraph pipeline with a failure-driven controller loop, evidence-grounded Critic, and local PDF RAG.

Provider-agnostic runtime for multi-agent LLM systems: declarative agents, cross-provider routing, pluggable memory, FastAPI + WebSocket observability.

Multi-agent Smart Contract Security Audit Pipeline — 5 specialized AI agents for vulnerability scanning, logic auditing, gas analysis, compliance checking, and report generation. Powered by MiMo.

Multi-agent AI workflow platform — coordinator-driven, 11 agents, 227 skills, 15 rules.

Unison (万物一心) — A local-first, file-driven Loop Engineering pipeline where AI agents plan, build, challenge, and verify work until PASS. | 本地优先、文件驱动的多 Agent 循环工程管道。

HIVE is a multi-agent orchestration system built on top of Hermes Agent. Describe what you want in one sentence, and HIVE handles the rest: requirements translation, task decomposition, coding, testing, review, and packaging — with support for iterative refinement.

Open-Source Scout is a multi-agent AI system that helps beginners contribute to GitHub projects by automatically ranking beginner-friendly issues, locating relevant code, and generating fix plans and pull-request drafts.

Agent skill + CLI for multi-agent adversarial review of plans & specs before you execute them. Runs on the Claude Code / Codex subscriptions you already have — no API keys.

Autonomous multi-agent system for discovering, entering, and winning Kaggle competitions

a multi-agent workflow orchestration platform

Multi-agent LLM orchestration: a supervisor decomposes tasks, specialist agents run tools in parallel across distributed workers, with human-in-the-loop review, long-term memory, and OpenTelemetry observability.

Make sure AI agents actually do what they claim, no more fake successes.

面向 Claude Code 与 Codex CLI 的 AI 小说写作工程框架 | Inspired by InkOS | AGPL-3.0

Source-available local multi-agent engine for smart-contract security review and defensive ECC research with reproducible evidence. FSL-1.1-ALv2.

多Agent工作流验证版本

Offline prompt evolution engine for multi-agent systems, benchmark suites, and inspectable prompt DNA.

Enterprise-ready platform for sovereign AI. Build custom agent profiles, manage skills and MCP integrations, share memory across users, and run fully isolated autonomous agents at scale

Arbiter — Agent Runtime · Agent 运行时。上下文管理、配额调度、熔断器、审计轨迹。开源免费。pip install 即用。

In-process Python metaframework on Pydantic AI for production GenAI — composable, protocol-driven layers for agents & middleware, tools, reasoning (ReAct/CoT/ToT/Reflexion), memory, validation/QoS, DAG pipelines, embeddings & vector stores, model/agent observability via OpenTelemetry, and explainability.

NexQuant is an autonomous AI agent for quantitative strategy research. Built on a multi-agent framework

Multi-agent AI crew that researches a stock and writes a cited investment brief.

Daily multi-agent OSS PR triage on GitHub Actions — analyzer + CI deep-dive + drafter + self-review critic. Microsoft Agent Framework on Azure OpenAI.

Neutral interop + governance layer for multi-agent systems. Any protocol in, any protocol out, with identity, budgets, and a tamper-evident audit trail.

M4STCLAW v3 — MCP-native autonomous AI mesh network with multi-provider routing, failover, memory, and task automation.

Productized LLM Wiki pattern + typed pack registry + proposal-only governance — UNESCO Memory of the World Triple Anchor

Free, open-source, self-hosted social AI companions with browser chat, memory, personas, and optional Second Life, OpenSimulator, and Discord bridges.

Source-available Harness AI / Agent OS for teams building governed agent applications - with Nexus orchestration, policy-controlled tools, RAG, memory, trace/evidence, HITL, and runtime boundaries.

Verified agents — nothing is "done" until a grader returns a verdict. Eyes (AgentVision) + verdict bus + compounding memory + a fleet + agent-built tooling + agent-run CI/CD.

Agent-first CLI for driving mobile apps via Appium

Battle-tested AI interaction frameworks, philosophical archetypes, and context engineering patterns. From the team behind Stackbilt.

🤖 Automate trading on Polymarket with AI agents to enhance your strategies and maximize your opportunities.

An agentic, zero‑shot document intelligence engine that sees, understands, and extracts from any PDF, no training, no hallucinations. Just define your fields and get trusted, structured outputs with confidence scores, deployed locally and built for the enterprise.

✨🧠🤖 A low-code AgenticOps workflow based on n8n, MCP and Cisco RADKit for some nice Network Automation experiments

VELLA = Verifiable Evidence Ledger & Logic Authority; deterministic pre-execution authorization and signed proof for AI agents and automated workflows.

An AI-powered life management system. Free and busy.

strangeClaw is a minimal, self-hosted autonomous AI agent with full Firecracker sandbox isolation support.

Open-source ADR orchestrator — explores your codebase, proposes approaches, writes Architecture Decision Records automatically

Building production-ready agentic systems for financial data entry

Local-first Harness Operating System for defining, evaluating, evolving, versioning, and deploying agent harnesses.

Benchmark methodology, task sets, and evaluation results for RA²R

A fully local, multi-agent AIOS with dual-sandbox code/logic verification, ChromaDB RAG memory, and dynamic VRAM multiplexing built for the India Agentic AI Open Hackathon 2026.

A/B evaluate any LLM task with and without Ejentum cognitive injection. n8n workflow + TypeScript module.

Autonomous multi-agent coding framework that plans, builds, validates and document software for you

Agentic exporter and runner for internal network pentesting, autonomous host discovery, patch/vulnerability state collection, and server/application inventory, surfaced as structured findings for the Lorikeet Security platform.

AI-powered procurement intelligence agent with local LLM, document OCR, vendor scoring, and web research. Analyze bids, extract structured data, and make decisions - 100% private.

Agentic ai based retail analytics dashboard

A lightweight coding agent for teaching, research, and experimentation