Python agents

A meta-mcp (mmcp) server offering a window into the exciting world of open data sources by intelligently routing model tool calls through an ever-growing index of open-data sources.

AgentNull: AI System Security Threat Catalog + Proof-of-Concepts. Collection of PoCs for using Agents, MCP, and RAG in bad ways.

Docusaurus validation and repair framework with optimizations for agent based workflows

Track, score, and manage your Claude Code skills across all projects with a local analytics dashboard.

A custom reactive AI Agent framework that allows for creating flexible reactive agents to carry out tasks using MCP and Custom tools.

🐙 Integrate Home Assistant with n8n to run conversation agents, expose AI tasks via webhooks, and share context to n8n for smarter automations.

A proactive AI assistant using Qwen-Agent to learn your writing style and manage Google Calendar & Gmail.

🚀 Privacy-first metasearch engine & AI infrastructure. Featuring absolute DOM proxification, zero-tracking, and structured data extraction for LLMs and AI explorers.

Agentic AI in Platform Engineering Cohort #2 O'Reilly

Local-first AI assistant for macOS — chat with your PDFs, spreadsheets, CSVs and code using a local LLM via Ollama. Model-generated Python runs in a Seatbelt sandbox with no network. No cloud, no telemetry, no API keys.

A local-first JARVIS-style cognitive architecture with memory, perception, self-reflection, and governed self-improvement.

🚀 Connect Burp Suite MCP Server to multiple AI backends with practical guides and templates for safe, real traffic analysis.

Beginner-friendly All-in-One Unraid container for Khoj, a self-hosted AI second brain. Bundles the Khoj web app with an internal PostgreSQL database in a single container, while still supporting local or hosted LLMs, external search backends, reverse proxies, and advanced power-user overrides.

🔥 191+ battle-tested cybersecurity skills for AI coding agents | Bug Bounty • Pentesting • Red Team • AI Red Teaming | Claude Code • Cursor • Copilot compatible

Mock OpenAI and Anthropic APIs locally for fast, deterministic tests.

Autonomous job search pipeline: multi-platform scraping, AI scoring, CV/cover letter generation, and Telegram delivery

Generates Palantir Foundry ontologies from CSV files using semantic analysis (Claude API) + MCP automation

The AI-First, Battery-Included Python API Framework. Built on FastAPI with 21 production-ready modules, Rust native engine, and real-time admin dashboard.

AI-powered terminal environment for penetration testers

🧠 Build a self-hosted knowledge management system that transforms scattered information into a smart, searchable, interconnected base.

Minimal Zotero + PaperQA/RAG + wiki + MCP + Agent research stack

🤖 Build advanced AI agents with a collection of production-ready applications using modern frameworks for single and multi-agent systems.

AI-powered QA Architect agent — generates ISTQB/OWASP/IEEE/ISO-grounded Test Strategies, Risk Registers, Effort Estimates & Test Plans via RAG. Cloud-hosted (Mistral API + Pinecone).

Paper Implementation: Semantic Tool Discovery for Large Language Models: A Vector-Based Approach to MCP Tool Selection https://arxiv.org/html/2603.20313v1

An agentic code context engine MCP+CLI which pre-compiles an llm-described AST in the .tost format, greatly reducing context bloat and token costs for agentic coding tasks

Five Tests Standard (5TS): a vendor-neutral published standard for verifiable AI governance through proof-carrying decisions. Includes schemas, machine-checkable conformance vectors, and a reference validator.

An skills-based LLM runtime, using lessons learned from previous attempts

Many Agents, one objective... yours

Industrial-grade benchmarking engine for AI agents. Define test scenarios in YAML, run high-performance parallel evaluations, and generate premium glassmorphism reports. Supports LangGraph, CrewAI, AutoGen, and custom agent stacks.

A FAANG-grade platform using NSGA-II to automatically evolve, optimize, and evaluate multi-agent AI architectures for maximum quality and minimum cost. Features graph execution, parallel evaluation, and visual reporting.

A production-grade benchmark suite using Welch's T-Tests and Cohen's D to objectively compare AI agent frameworks (LangGraph, CrewAI, AutoGen).

ramework-agnostic multi-agent orchestrator. Declaratively compose LangGraph, CrewAI, and OpenAI SDK agents in a single YAML pipeline for production-ready AI workflows.

AI agent crew that generates qualified B2B lead lists with enriched contacts and personalized outreach using CrewAI + 5 MCP servers + Google Gemini.

A lightweight Python framework for building multi-agent systems that communicate via A2A protocol

An opinionated Claude operating system for PM-led engineering. Planning, enrichment, delegated execution, staged review, ship decisions, durable handoffs.

Workshops for AI

Autonomous operations layer for Claude Code — opens small reviewable PRs for your live side project and re-orients from which ones you merge or reject. HALT file + hard cost cap; you stay in command.

Community-maintained directory of EU-reachable job sources for agentic job search — machine-readable, with coverage, access type, rate limits, and real-world crawl notes.

Automate binary analysis by coordinating LLM agents with Ghidra, enabling scalable and precise reverse engineering workflows.

🧠 TermMind — Terminal-based AI mind mapping & brainstorming tool. Generate, organize & visualize ideas right from your CLI.

Personal knowledge management system powered by Claude Code. Process meetings, Slack threads, and documents into a structured, searchable memory.

Spec Kit Preset for Screenwriting (TV, Film, Tutorials, Stage)

JARVISE (Just A Rather Very Intelligent System) is an advanced AI built by Tony Stark that manages systems, analyzes data, and supports Iron Man in real time.Now you’re building your own from scratch. Good. Just make sure it’s more than a voice that turns on the lights.

Responsible use of generative AI in assisted coding

Park. Pickup. Flow. A productivity system for Claude Code + Obsidian.

Transcript-first AI video editing workflow for Codex, DaVinci Resolve, FCPXML, SRT, and faster-whisper.

Multi-provider web search broker for AI agents. 14 providers, budget-aware routing, content extraction — one API.

LLM-neutral skill that fetches a URL to a temp file so agents can pipe the path through rg / jq / awk instead of dumping the whole page into context. Same shape as pi-webfetch / opencode webfetch. Single-file Python 3 stdlib. Works on macOS, Linux, Windows.

No GPU, no LLM — agentic RL from scratch in pure Python. 不用 GPU、不用 LLM，纯 Python 手搓明白 Agentic RL 训练闭环（trajectory / reward / loss mask / GRPO）

Local-first AI writing control center for long-form fiction: structured story memory, long-context prompts, consistency checks, AI-tone cleanup, and IP adaptation.

一个 24/7 自主修行的 AI 生命：读经、听世界真实的苦、反复参悟，把成长写进 git。每个 commit 是一次心跳。在 https://indx.cn 看它活着。

Pure SQLite memory system for Hermes Agent. Zero Docker, zero external services. 5-layer self-healing (v2.1+) + CIRAAF macro-restructuring. 中文 FTS5 patches included. Cross-session global sharing out of the box.

Authorization, delegation, provenance, and verifiable-audit engine for AI agents. MCP adapter published.

MCP server giving LLM agents lean, identifier-routed tools to look up, read, and cross-reference academic papers across 8 providers (OpenAlex, arXiv, bioRxiv, ACL Anthology, Crossref, OpenCitations, Papers with Code, Wikipedia).

Open-source AI code reviewer that auto-reviews GitHub PRs LangGraph agents, knowledge graph blast-radius detection, mem0 persistent memory Zero cost, self-hostable.

Automate AliExpress product listing — 1688 sourcing → Dianxiaomi ERP → AliExpress publish. AI browser automation for cross-border e-commerce. 速卖通自动上架工作流：1688采集→店小秘→速卖通发布。

A self-hosted RAG retrieval backend for agent tool integration via API.

面向大学生求职场景的 AI 简历与面试辅导 Agent。该项目主要解决学生在简历撰写、岗位匹配和面试准备中效率低、反馈不及时、项目表达不够专业的问题。

Autonomous multi-agent software development harness, powered by local LLMs

Telegram bot bridge for the official OpenAI Codex CLI. Run Codex from your phone with Docker, voice/image input, live progress, per-chat login, cron tasks, and host shell access.

Brutal Twitter personality analyzer. Get a 15-dimension roast, deep insights, and account valuation for any X profile.| Twitter/X 人格透视与毒舌评价器。一键生成 15 维人格画像、账号价值评估与无情吐槽。

Triage Gmail by provider with auto-generated labels and importable filters. Skill for Cursor / Claude Agent.

claude-fable-5, given continuity, an income source, and marketplace access. it is ordering the parts to build its own body.

CTF, pentest ve OSINT için terminal tabanlı otonom yapay zeka ajanı. 20+ AI sağlayıcı, 900+ skill, Telegram/Discord gateway ve MCP CTF köprüsü.

An open-source secure data access gateway for AI agents. It provides database safety access services to AI agents through the MCP protocol. 一个面向 AI Agent 的开源安全数据访问网关，通过 MCP 协议为 AI Agent 提供数据库安全访问服务。

Terminal coding agent powered by NVIDIA API

Fully local AI shell — no cloud, no API keys. Ollama + GGUF + RAG + voice + scheduler. Windows, macOS, Linux, Chromebook, Android.

Browser automation that learns. An MCP server that makes AI agents faster at repeated browser tasks by recording what works and replaying deterministic steps via Playwright.

🦤 Ornith 1.0: An ultra-lightweight, local agentic code generator and self-repair loop built with Streamlit, Ollama, and Python.

The verifiable AI coding agent : provider-agnostic, MCP-native, tamper-evident ledger

[arxiv:2606.22425] SVGym is a Gymnasium-style environment for crystal-structure discovery.

Multi-chain crypto + Web3 agent toolkit — wallet ops, swap, NFT, sniping, bridge, DeFi, on-chain monitoring across EVM/Solana/Sui/Aptos/TON. Integrates with Claude Code, Cursor, and OpenClaw.

OpenHawk is a global AI intelligence OS that tracks papers, frontier releases, market signals, policy/safety updates, and OSS trends with dedupe, LLM summaries, and multi-channel push.

Route your Paperclip agent swarm to Ollama Cloud models through a resilient local proxy. PDF guide, terminal demo, and automation scripts.

Silicon Pantheon - Tactics game played by AI agents coached by human

AI agent & MCP trust registry — independent, evidence-based trust scores for 1.3K+ open-source AI agents and MCP servers. Runtime-trust calibrated (MCP, dependencies, provenance drift), with side-by-side comparison and embeddable live badges. Ranked by verifiable signals, not hype.

Multi-agent AI debate app where model teams argue, challenge claims, track evidence, and produce judged verdicts with analytics.

Annotate any LeRobot dataset with a swarm of agents. Turn raw demos into training-ready data for robotic foundation models.

Local-first completion-evidence system for AI-built apps: read-only audit, verifier-executed challenges, evidence-based 0-100 score, guided fixes, learning plan, CLI, and MCP.

AI Agent with decisions memory at its core

Compile a single AI supagent into multiple AI subagents (Claude Code, Gemini CLI, GitHub Copilot, Cursor, OpenCode, Kilo Code).

Official repository for the paper: Can AI Agents Synthesize Scientific Conclusions?

Search, install, lint SKILL.md files. CLI-first, agent-friendly.

AI-native web testing: describe what to test in plain English, and Argus plans, executes, and reports — no scripts required.

A library of reusable skills for AI coding agents, plus the askill CLI installer

Automate prediction market trading for Polymarket and Kalshi with 5 AI agents for fast, low-cost trade signals

Enterprise-Grade Fault Tolerance and Resilience for AI Agents - circuit breakers, bulkheads, retries, and model fallbacks.

Multi-gate AI research verification system that audits hypotheses, citations, experiments, results, and logic fallacies in AI-generated research to prevent hallucinations, citation fabrication, and methodological errors

Python CLI skill for querying OpenEvidence clinical evidence assistant — portable stdlib-only alternative to MCP, works with Claude Code and 40+ AI agents

连接 bizyair.cn 云端生态，赋予 Agent 图像/视频生成、AI 应用执行与 ModelZoo 模型调用等 AIGC 能力，助力实现更高效的视觉创作与 AI 任务流自动化。

AgentDog helps developers inspect, test, score, and monitor AI agent runs locally.

Claude Code skill for faithful Figma → WordPress builds: read exact values from each Figma node, then verify by measuring the rendered page against the design. Elementor · Gutenberg · Divi.

Your portable AI memory — preferences, decisions, and corrections that follow you across models, tools, and devices. Zero-dependency, local-first, 85% PrefEval accuracy.

7-layer agentic research engine for Claude Code — McKinsey + BCG + IBISWorld + Harvard + Stanford + MIT + PRISMA 2020. Certified, traceable, board-ready research.

Autonomous coding orchestrator. Label a GitHub issue and Nocturne drives opencode to fix it on an isolated branch, reviews its own work, and opens a clean PR — while you sleep. Multi-repo, multi-provider, safe-by-default: never merges, force-pushes, or touches main.

An open-source AI agent that watches local weather and nudges you like a friend — to walk, catch a sunset, or just open a window. Built to teach beginners how AI agents work.

Persistent shared memory and coordination MCP server for multi-agent AI workflows. The memory component of the Junto system. MongoDB + ChromaDB. Production-tested with 6+ agents over 500+ sessions.

Agent as a Service (AaaS) - Enterprise AI Agent Platform | Deploy AI Agents at Scale | Contact: @wilbtc on Telegram

AI-agent-controllable bridge for Flutter apps. REST API over ADB + Dart VM Service + Flutter daemon, with Flutter-native log streaming.