Python agents

Multi-source agentic AI research system — parallel LangGraph agents scrape Google, Bing & Reddit, reason with source-tuned LLMs, and synthesize triangulated answers via OpenRouter + Bright Data.

An AI code review system that analyzes code for bugs, security issues

A Retrieval-Augmented Generation (RAG) system for Kenyan legal, parliamentary, and news intelligence. NIRU: Neural Intelligence Retrieval Unit

A production-ready LangGraph agent with long-term memory - built from scratch on Redis.

Token-efficient ingestion middleware & concept-diff engine for Deep Research AI agents. Cuts token bloat by 85% with zero quality loss. ⚡

Wisehat AI Helps Whitehats Hunt Wisely

An app built using langchain and streamlit which allows to chat with multiple PDFs and can be run locally with GPUs.

Agentic AI Agent to summarize news of subscribed news sites/letters

AI assistant designed to guide users in selecting the most cost-effective Azure region and virtual machine types based on up-to-date pricing data, powered with LangChain and GPT-4

In modern international business, conversations often shift between languages. Transcript AI bridges this gap by utilizing Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) to ensure no context is lost in translation. It doesn't just transcribe; it understands business intent.

AI Dev Squad turns AI coding into a controlled workflow. It helps teams plan, write, and test code faster with clear human approval before changes happen. Built for safer AI-assisted development with Python, LangGraph, LangChain, Codex CLI, Streamlit, and local model-ready routing.

LangChain integration for Scavio Search API - real-time web search with knowledge graphs, multi-platform support

RupeeTravel - Conversational Query Interface

a Langchain sample project written in PyCharm using the OpenAI API which generates Civilization VI advice that always advocates for warlike behavior from the player

Welcome to our new Custom WebSearch Agent, now as an easy-to-use Streamlit app! No more sifting through loads of generic results. With this app, you get a search experience that's all about you. It's like having your own personal search assistant right at your fingertips.

A smart chatbot built with LangChain and RAG to automate cost estimation. Features Cloud VectorStore integration, human-operator handoff.

A state-graph-driven workflow for crafting high-quality Threads.net status updates using Google Gemini. Features iterative refinement through AI writer & editor roles.

🎓 KIRA: An AI-Powered Multimodal Learning Assistant – Interact via text, voice, or PDFs. Uses Retrieval-Augmented Generation and web search for smart, personalized tutoring.

Local AI Chat App / ローカル AI チャットアプリ

ResearchPilot AI is an Autonomous Multi-Agent Research System that transforms a single question into a complete, evidence-backed research report using AI agents that plan, search, analyze, fact-check, visualize, cite, and refine information automatically. Includes interactive charts, detailed insights, downloadable PDF reports & modern Streamlit UI

Syriana Agent — Open-source AI agent platform. Self-evolving, multi-provider, cross-platform. Works in CLI, Telegram, and Discord. MIT License.

Semi-autonomous AI development suite — methodology canon + mechanical review runtime (ztr) + control plane (ACP), coupled by contracts only

基于langgraph的洛克王国世界游戏助手

Append-only protocol for evidence-grounded peer review between AI models: portable citations, per-participant coverage, and a falsifiability gate that promotes findings only when a test proves them

The record/bell split for agent-to-agent comms: durable file mailboxes as the one record, pluggable push notifications (console, file, Discord) as the many bells.

Specification-first generator for bounded, reviewable Harness-Graph-Loop systems.

Local-first memory engine for AI-agent teams — private/team/project ACL, associative recall, federated sync, and a built-in MCP server. One SQLite file, no LLM required. Apache-2.0.

Multi-agent consensus, formation keeping, and collision avoidance using velocity obstacles.

An asynchronous, multi-agent AI arbitration workspace powered by Llama 3.3 and Gemini 2.0 to extract data and resolve structural contradictions across Legal, Medical, and E-commerce domains.

Personal AI exocortex — a multi-agent LLM system on GCP: RAG long-term memory, hexagonal architecture, provider-agnostic LLMs, ~4,200 tests + CI.

Swarm — evolutionary AI forecasting swarm that finds mispriced YES/NO odds and generates paper trades for now. Polymarket-first, Kalshi next.

An experimental multi-agent AI framework that uses local Ollama models to generate, critique, score, and improve ideas through iterative collaboration.

Append-only, epistemically-graded investigation log for AI-assisted debugging — hypotheses, evidence, and decisions that survive context resets. Stdlib-only Python.

Multi-view consensus fabric for Hermes Agent — Erlang/OTP sidecar in Docker (no host Erlang). RealAndWorks garage lab.

AI-powered multi-agent stock analysis skills for A-share, Hong Kong, and US markets

AI-powered Multi-Agent Career Recommendation System using Google ADK

An open-source AI operating system that combines agentic workflows, long-term memory, and RAG to transform knowledge into action.

Operating contracts, task templates, safety gates, and audit scripts for reliable AI agent teams

A council of AI agents deliberates your hardest decision — and shows its work. 一个公开审议你最难决定的 AI 议事会。

Zeroth - Deploy AI workflows responsibly :)

An AI-powered autonomous data analyst that accepts CSV input, generates Python code using LLMs, executes it, and returns computed answers with built-in retry logic.

Cambium turns one researcher into an institute. Forty-six named AI specialists, gathered into eleven councils, scout the ground, build the work, and verify every number, while you sign off at each of eight human gates. It assists the researcher, never replaces them. Local-first, evidence-checked, honest by design.

Local control plane for terminal AI agents. tmux + SQLite supervision layer for Claude Code, OpenCode, Codex, and shell agents. Manager/worker pattern for multi-agent projects.

Summon any AI from any CLI — a tiny, dependency-free cross-vendor sub-agent dispatcher (Claude, Codex, Cursor, Gemini, Antigravity + any OpenAI-compatible API). Council mode, fan-out swarms, structured JSON envelope.

Reinforcement learning for multi-agent workflows — where the weights are text you can read.

AI-powered Smart Farming Advisor built with Gemini AI, Multi-Agent Systems, MCP Servers, Streamlit, TensorFlow, and SQLite for intelligent agricultural recommendations.

A high-fidelity beyond-visual-range (BVR) swarm drone air combat simulation platform on JSBSim. Evaluates strategy robustness under non-ideal sensing to bridge sim-to-real gap. Integrates AIM-120C-5 missile dynamics, absolute-state Kalman filter, and Tacview visualization. Designed for academic research on multi-agent coordination and RL validation

One Grok, council-grade judgment — adaptive deliberation in Cursor for architecture, debugging, and resumable MVP builds.

Codex Plugin with Lead/Member Skills for Markdown-based coordination across human and AI coding agents.

Multi-agent orchestration loop: worker → cross-model reviewer → score ≥ 9. Ships as an MCP server, agent skill, and CLI. Supports Codex, Grok, Claude, OpenCode, and Kimi.

基于 LangGraph 的多智能体深度研究系统 (Planner/Executor/Reporter/Critic 四 Agent 协作，LLM-as-Judge 反思迭代，PostgreSQL + Redis 持久化)

🐑✨ A private idea exchange for trusted friends' agents — ideas, never code. Client skill + starter kit. 🌙

Codex 用人機共同開發下的 Loop - CER 工作法：Controller 統籌，同一 Executor 寫檔，只有風險需要時才由 Reviewer 驗收。 Human-guided development loop for Codex:: Controller plans, one Executor writes, and Reviewers check only when risk warrants it.

Vyasa Inc. — the 29-agent Vyasa fleet as a Paperclip / Agent Companies (agentcompanies/v1) company. Import with: paperclipai company import --from .

StudyAgents：五人协作开发的多 Agent 可信知识问答与专项复习系统（Vue 3 / FastAPI / LangGraph / PostgreSQL + pgvector）

多 Agent 协作框架 (Multi-Agent Collaboration System) — 集成 DeepSeek-V3.2 LLM · Skills 技能系统 · MCP 协议 · IDE 风格工作台 · FastAPI + WebSocket · Dark Dashboard

Metis (μῆτις) — distributed cognitive layer over any LLM. Understanding Council → confidence gate (fail-closed) → layered MoA → verifier-with-retry, with DGPD depth gating, memory, economy metering, and an OpenAI-compatible API. A loosely-coupled ecosystem peer: runs fully standalone; every ecosystem hook is optional.

AI 竞品情报系统 · Competitive Intelligence Tool. 输入竞品名称，2~3 分钟生成完整分析报告。5 AI Agents · LangGraph · Streamlit · 支持 DeepSeek / GPT / Claude.

Self-evolving ReAct Multi-Agent Swarm | Balanced模式省60-80% token | 全程思考可见 + 后台自我进化 | 支持Ollama/DeepSeek本地部署 | 🇨🇳 中文版

🧠 A high-performance PostgreSQL-backed MCP server acting as a super memory, task tracker, and dynamic database manager for AI agents. Features built-in connection pooling, a professional tasks schema, and a unique shared multi-agent coordination hub to prevent coding conflicts in real-time.

A multi-agent AI system for conversational data analysis — built with LangGraph, MCP, and RAG

AI-Atelier, the all in one personal "atelier" (means handcraft studio in french) that can adapt to your need.

Constitutional Swarm Mesh — orchestrator-free multi-agent governance

MIT-licensed multi-agent orchestration harness for autonomous software development. Swap orchestrator + worker models from one config. Event-sourced state via SQLite; web dashboard; built-in secret-scan gates.

Sanitized Strix 1.2.26 workbench for evidence-driven validation, long-running red-team workflows, and reusable test assets.

Crash-proof, resumable AI agents — a DeepAgents-style developer experience backed by Temporal durable execution.

Shell: offline-first AI OS controller for Windows. Voice-controlled desktop automation - 468 tools, 37 agents, audit logging + undo. Local-first, open source (Apache-2.0).

Universal Agent Harness

Understand about RAG using Langchain How Rag Works and with practical implimentation

Claude-Code-first Agentic Dev Framework. Inspired by IndyDevDan

ToolRegistry Hub: Ready-to-Use Tool Collection for LLM Agents — web search, file ops, code execution, and more

MCP crash course in which you will learn how to build client and server and interact them

Autonomous CVE remediation system with AI patching, runtime validation, KinD testing, and zero-trust deployment gates.

Dual-Auth provides AGBAC dual-subject Authorization for AI Agents and Humans using existing IAM Solutions (EntraID, Okta, Auth0, Keycloak)

Inbox CFO - an AI agent that reads your inbox, turns receipts, bills and renewals into a live finance dashboard, flags duplicate subscriptions and savings, and answers questions like "When does my car insurance expire?" — every answer traced to its source email.

An Agentic Python Library and CLI Tool to automate Coding tutorial generation.

yet another coding agent to learn how it works

urgap - unified resource governance and data provenance

Python framework for local-first agent workflows, typed generators, and NFA-based orchestration

Stop manually searching for conferences. Let AI find the perfect venue for your paper.

Synthetic data generator for hallucinating entire companies as browsable file shares of realistic business docs & emails with a deterministic ground-truth answer key. Generates: .docx/.pdf/.xlsx/.pptx/.eml, and pre-2007 binaries. Used for augmenting research data sets and testing agentic systems against meaningful synthetic examples.

autonomous, multi-agent platform that orchestrates end-to-end hiring workflows with minimal human intervention.

Open-source Model Context Protocol server for PrismHR + agentic AI. Maintained by Simploy.

Official GitHub Actions for Humanbound — adversarial security testing for AI agents in CI.

World-model-based agent for ARC-AGI-3. Collaboration between Andy Grossberg (memory), Dennis Palatov (architecture), and Claude instances (implementation).

NurCLI: Fully-loaded, SOTA cost-efficient coding agent command-line interface.

Agentic Hedgefund

Fastmcp server and webapp for handling comfy (which is famously non-comfy)

CLI-based AI coding assistant using AWS Bedrock and Claude models. Features interactive mode, file context, git integration, web search, and image analysis.

Cross-platform multimedia downloader & converter — a Tauri desktop app with an AI assistant, plus a deployable web version. Powered by yt-dlp + ffmpeg. Tri-lingual (EN / 繁中 / 简中).

Privacy-first Windows AI assistant for selected code, logs, config, and prose — local redaction, context-aware prompts, BYOK APIs, Ollama, and one-click refinements.

An intelligent modular AI desktop assistant featuring offline speech recognition, 3D VRM avatar, desktop automation, memory, and AI-powered productivity tools.

FastMCP server for Apollo.io — 22 tools: sequences, campaign health, mailbox warmup, enrichment, CRM, credits. Includes Cloudflare bypass and undocumented API discoveries.

Local PII and secret redaction for Python LLM apps and AI agents. Zero dependencies. Prompts, tool calls, MCP, memory, logs, and traces.

Use your Claude Max subscription as a local OpenAI-compatible API. Multi-account load balancing, streaming, rotating logs, zero per-token cost.

Deterministic Context Intelligence Engine for AI Coding Agents.

ARCHIVED — historical Hermes/Headroom integration experiment; use the upstream retrieval-only plugin as baseline.

Plant genomics MCP server — 50 tools across 23 backends (Ensembl Plants, Phytozome, UniProt, AlphaFold DB, PDBe, InterPro, JASPAR, PANTHER, OrthoDB, AraGWAS, NCBI BLAST, Gramene, KEGG, STRING-DB, ATTED-II, BAR, …) + cross-source synthesis. stdio + Streamable-HTTP.

Official MCP server for the Wavix communications API: voice, SMS, 2FA, and more for AI agents.

Control Aspen HYSYS from Claude Code / Claude Desktop via MCP. 51 tools with a safe mode gate (read-only by default), real-machine verified on HYSYS V14.