Python agents

Blackwall is an intelligent security agent built on top of the Swarms framework that provides real-time API protection

A2A v0.3.0 协议的 Python 实现 — 让 Hermes Agent 互通

Autonomous AI desktop agent powered by local Ollama LLM — automates files, Excel, web, shell and GUI tasks on Windows.

Composable Python SDK for building single-agent and multi-agent AI systems.

Rare AI Archive: open-source agentic diagnostic AI for rare genetic diseases — decentralized post-training, clinician validation, federated deployment

Paper-driven molecular-dynamics framework with an AI skill that turns physics papers into runnable Taichi simulations.

Run large Mixture-of-Experts LLMs that exceed system RAM on Apple Silicon by loading only router-selected experts from SSD with MLX. Includes OpenAI/Anthropic-compatible serving for local agentic coding.

A Model Context Protocol server for Microsoft SQL Server

Just an AI assistant for termux users with coding assistant abilities

Comprehensive cost & token usage analyzer for Claude Code with detailed breakdowns by model and token type. Uses ccusage CLI tool and LiteLLM pricing data. The raw token usage data is available in ${HOME}/.claude/projects/<project-name>/<conversation-id>.jsonl files.

Comprehension-driven development: Claude quizzes you on your own PR diff so you catch the gap between what you think your code does and what it actually does — before you merge.

A Claude skill that turns Claude into a rigorous reasoning and sparring partner — honest engagement, calibrated pushback, current sources, reuse before reinvention.

🔍 Extract and analyze your Claude Code conversation history to discover usage patterns, generate insights, and create custom slash commands from your prompting style.

High-fidelity PDF/DOCX/PPTX to Markdown conversion with multi-stage QC, image extraction, and Claude Code integration.

MCP server for the Instagram Graph API — 24 tools for posting, comments, DMs, and insights.

Open source regulatory radar for financial services compliance teams. Monitors BoE, FCA, MAS, SEC, and ESMA, mapping publications to six control frameworks with a cryptographic audit trail.

An AI-powered Road Damage Assessment system using YOLOv11s & SAHI to detect potholes and cracks with high precision. Featuring a Streamlit dashboard for real-time analysis, it provides engineering reports based on IRC standards. Integrated with RAG technology to offer expert maintenance consulting derived from civil engineering manuals.

Wiii is an open-source durable AI workbench for conversations, local and cloud agents, files, tools, memory, artifacts, and permission-aware integrations.

面经爪 · 大厂面试经验库 + RAG 智能问答 | OpenClaw Agent Skill — 牛客爬虫 + ChromaDB + LLM 备考建议

A Python library for Retrieval-Augmented Generation (RAG) that extracts text from PDFs and performs OCR on images. It uses Llama 3.2 for embeddings and answer generation, FAISS for similarity search, PyMyPDF for PDF processing, and pytesseract for OCR.

Search your own documents locally. No server, no sign-up, no data leaves your machine.

Coding agents forget your repo. mcp-brain is the missing memory layer — repo-aware, team-aware, lifecycle-aware. 63% Hit@10, zero LLM cost. Works with any MCP client.

Autonomous AI Agent for B2B Lead Generation & Enrichment

Open-source territorial intelligence platform — analyze French public data (SIRENE, DVF, INSEE, BODACC) with AI agents. Python/FastAPI + Next.js. Self-hosted.

A toolkit for AI agents to explore and attempt Erdős's 1,179 unsolved mathematical problems

Biological nervous systems don't recompute known workflows from scratch. Mnemon gives LLM agents the same primitive — execution memory that caches plans, not responses. 93% token reduction, 2.66ms vs 20s, zero tokens on repeat runs. LangChain, CrewAI, AutoGen.

An LLM-based content moderator. Firefox extension to block webpages unrelated to work, based on page title and URL. Local LLMs with Ollama and Langchain to ensure your browsing history never leaves your device, for complete privacy. Google Gemini also supported.

TrendScan is a multi-source company intelligence platform for automated collection and AI-powered analysis of company data from Crunchbase, LinkedIn, Reddit, and Twitter/X.

📄 Enable smart conversations with documents, images, and audio files using this advanced Retrieval-Augmented Generation system.

✨ AI-powered multi-agent system that automates children’s story writing, reviewing, and illustration using Google ADK & Gemini.

Multi-agent local LLM orchestrator for LM Studio: planner→coder→reviewer, SQLite queue, memory-safe model swaps. GPL-3.0 · CLI: lao

Multi-agent AI council that debates your problem from multiple perspectives, then executes the solution.

Hermes Agent operations cockpit for Kanban: health, assignment, progress, logs, output, and run history.

⚡ Nexus Agent — Zero-config, self-evolving local AI agent framework. Multi-agent orchestration, GraphRAG, IDE integration. Runs 100% local with Ollama.

Automate authorized pentesting with LLMs, combining scanning, RAG, and exploit research for faster target analysis, vuln discovery, and reporting

The corresponding data and code from our paper "A Benchmark for Deep Information Synthesis" (ICLR 2026). Do not hesitate to open an issue if you run into any trouble!

A portable workflow scaffold for agentic projects, with SQLite-backed epics, tickets, scoped roles, and explicit review gates.

IEEE ISBI2026 | Unified Ultrasound Intelligence Toward an End-to-End Agentic System

VeriFlow-Agent: Agent-based RTL Design Pipeline A LangGraph-powered RTL design automation tool that transforms hardware design from manual coding to agent-based workflows. Features 7-stage pipeline (Architect → Synthesis), multi-backend LLM support (Claude/Anthropic/LangChain), and three interfaces: Claude Code Agent, Web UI, and CLI.

J.A.R.V.I.S. - Uma IA multimodal que ouve, fala e enxerga. Desenvolvida para automação de tarefas e auxílio no desenvolvimento de software.

Sovereign Local AI Workspace & LLM Runtime Manager. Easily Run GGUF, MLX, OpenAI, Gemini, etc. Under One Unified Interface ✨

Sapti AI implements the Hive Mind Protocol — a seven-agent architecture evolving AI companion that remembers users personally, distills collective wisdom from all conversations (the Hive Mind), and measurably grows its personality over time.

Claude × Penn AI Hackathon 2026 — First Place Project (Democratic Governance)

LLM plugin providing access to AI models through 1min.ai API with web search, mixed context, and persistent options

Phanton: A lightweight ARP scanner for quick discovery of IoT devices on local networks. With experimental LLM packet analysis and vulnerability research

The first MCP server for autonomous Flutter testing on real iPhones and Android devices. 110 tools across Android (uiautomator2+adb), iOS (WebDriverAgent+pymobiledevice3), Flutter (Patrol + flutter run --machine). Works with Claude Desktop, Claude Code, Cursor.

Enable AI agents to search, crawl, and extract web data with IP rotation, CAPTCHA handling, and rate limit management via CLI and Python.

从零实现四种 LLM Agent 范式：ReAct / Plan-and-Solve / Reflection + 综合案例：电商客服智能体

Synthos — 自主进化学术科研平台 / A self-evolving cognitive operating system for scientific research. 6 cognitive atoms + evolution engine. SKILL.md-driven cognitive core (helper scripts in scripts/ use Python).

Twelve Greek gods. One command. A working SaaS. 98 skills + 49 agents + 13 hooks for Claude Code + Codex CLI + Gemini CLI. Cross-CLI persistent memory, zero-interaction full pipeline (design → build → inspect → test → ship).

LLM Collaboration for Minecraft Games

Autonomous scientific discovery engine - 82 discovery modules, 16-phase pipeline with refinement and reflexion. GFlowNet hypothesis tournaments, adversarial skeptic review, multi-agent debate, causal reasoning, knowledge graphs, 17 domain ontologies. Terminal-native.

The localhost AI Agent Runtime - Chat UI, Tools, RAG, and MCP in one pip install

Scenario Testing for AI Agents

Chinese legal assistant Agent Skill for Cursor and Claude Code. Covers legal consultation, litigation analysis, contract review, and legal research.

Turn any technical article into a 2-5 min 3Blue1Brown-style explainer video. Open-source end-to-end: Claude writes a Manim animation script, Kokoro does the voiceover, ffmpeg glues it together. Local TTS, no paid services.

CyClaw is a secure, offline-first local AI agent built on three invariants: RAG-first retrieval, LangGraph topology as security policy - https://bit.ly/CyClaw-Demo

AI CTFer: A fully automated AI agent for solving CTF challenges.

Trustworthy memory system for LLM companions. Prevents memory fabrication with provenance tracking, write gates, and grounding audits.

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.

CXWorkflow is a multi-session Codex development workflow. It does not treat “more agents” as better; it uses minimum necessary concurrency to organize Codex into a predictable, recoverable, long-running development team.

An MCP server that lets any LLM research and trade Polymarket. Point Claude, Cursor, or VS Code at it and your agent can read markets, prices, and your account — and place real trades. Optional REST gateway for algorithmic bots.

Documentation for ORMCP - An MCP Server for bridging AI and Database

An IDE for managing software projects with the Claude Agent SDK — a web cockpit + a kanban board that auto-runs cards as full-auto agent sessions.

Relationship Persona Simulation Engine — 5-layer personality model, nonlinear state dynamics, LLM dialogue analysis. Build a digital twin from chat history. 不是替代真实的人，而是帮你更理解人心。

A culinary agent for Claude Code: design and cook a dish through 7 phases, grounded in regional cooking knowledge with dynamic ingredient curation.

Multi-model panel and judge (OpenRouter-Fusion style) for Claude Code, opencode, and any MCP host. Diverse models answer in parallel, then a judge reconciles them into one better answer.

Python SDK for Dakera AI agent memory — self-hosted, 88.2% LoCoMo. Vectors, hybrid search, knowledge graphs, sessions.

A Full-Stack Open-Source Platform for Agentic AI Research Assistance via Deeply-Engineered Multi-Paradigm RAG

破窗造视 Fractovision — MiniMax模型多媒体生成引擎。图片+视频+语音+音乐四合一API封装。

Strands Agents-powered, Amazon Nova LLM-driven Mars Curiosity Rover Agent. Natural-language control of a NASA Curiosity rover & AWS DeepRacer — multi-runtime (ROS2 / rosbridge / HTTP), autonomous Nav2 + live SLAM.

Turn any topic into a complete research report using AI agents. ResearchForge autonomously plans tasks, searches the web, analyzes information, and generates actionable insights.

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

智驭万象 · Cosmosys — 全球首款端到端多智能体控制自动化平台。Natural Language → Controller Code.

AI-powered autonomous business platform with Ray, FastAPI, and Streamlit — marketing automation, content generation, and e-commerce

A dynamic-workflow engine for any agent, any model: concurrent leaves, cost-aware routing, schema enforcement, crash-resume, bounded iterate-to-goal loops with independent verification, and shared-context dedup that cuts fan-out input tokens 70-89%.

Watches live drilling data, flags trouble before it becomes an incident, and answers plain-English questions about the well — built entirely on Equinor's real Volve field data.

🔥 LangGraph 多智能体研报系统 | Planner-Researcher-Reviewer 评审闭环 + 自动打回迭代 | FastAPI 异步任务 + Redis | Streamlit 实时看板 | DeepSeek 驱动

This repository contains code and walk-through for creating a local context engine

Run AI agents on your machine. Each agent has persistent memory, connects to your real tools, and talks to you from terminal, Telegram, Discord or Slack simultaneously. Nothing acts without your approval. Nothing leaves your machine.

AI-powered Reinsurance Contracts & Parties management

Self-hosted AI Analytics Engineer. Bridges the gap between your codebases and databases.

Four AI engineering skills that gate your agent before it builds. Evaluated with deterministic gates, behavioral probes, and LLM-as-judge rubrics.

AVE - Agentic Vulnerability Enumeration. The behavioral classification standard for agentic AI components.

A lightweight spec-driven loop harness for Claude Code, Codex, and Gemini CLI. Fresh-context runs, specs, commits, and gates to get you and your agents productive immediately.

AI Growth Mirror 是一面本地优先的 Agentic 操作成熟度评估系统。它读取 Cursor、Claude Code、Codex 等 AI 编码工具的本机会话历史，把“协作是否稳定、问题出在哪、如何改进”转化为可观察、可解释、可追踪的成长报告与训练建议。不是 Prompt 打分器，而是帮助开发者建立可复用 AI 协作系统的成长镜。

Lightweight token tracking, cost management, and budget enforcement for LLM API calls

Persistent code-knowledge memory for AI chats. An MCP server that caches a codebase's structure and summaries in a local SQLite "brain" so sessions query it instead of re-reading files — token-cheap, 100% local.

A simple, elegant Python library and Mini SDK for AI models with powerful features. Built for developers who want to integrate AI into their projects without dealing with complex API setup. Supports Google Gemini, OpenAI, Anthropic, and any custom provider via the Adapter Pattern.

修复ClaudeCode更新到最新版本后，无法使用第三方模型的问题。Fix the issue where Claude Code can't use third-party models after updating to the latest version.

Self-hosted multimodal RAG cloud memory service — a shared brain for your AI agents. Multi-agent cross-query, LanceDB + LightRAG + RAG-Anything.

Measure citation and evidence stability in RAG pipelines across runs and configuration changes.

Enterprise-grade knowledge base agent with interactive knowledge graph. CLI-atomic, drop-in skill for Claude Code / OpenClaw. Turn any folder (Word/PDF/Excel/PPT) into a three-layer wiki: articles + concepts + vis-network graph. ~10% RAG token cost, 10× lower compile cost via smart incremental training.

A comprehensive, structured AI tech stack directory covering the complete ecosystem from foundation models to end-user applications. Helping developers, product managers, and decision-makers quickly navigate AI technology choices and the full landscape. | 一份全面、结构化的 AI 技术栈目录，涵盖从基础大模型到终端应用的完整生态。帮助开发者、产品经理和决策者快速了解 AI 领域的技术选型与全景格局。

Hard, verifiable state layer for AI agents

CI-grade evidence and safety tools for AI agents, MCP servers, and upstream contributions

Grafana AI observability plugin for Hermes Agent

160,000 deductively-derived JSON constraints that eliminate LLM persona drift. Measured: 0 breaks in a 120-turn pressure test (plain prompt: 8).

AI agent for X/Twitter with full read + write capabilities. Free reads via twitter-cli, writes via official X API MCP server.

A safe local bridge between Generative AI (LLMs) and Autodesk Revit using MCP