Python agents

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

Motion forensics for the animated web. A Claude Code & Codex plugin that reverse-engineers a live URL into React + Tailwind — pulling real CSS + animation params from JS bundles (GSAP/Framer Motion/Webflow IX2) and verifying with AE/SSIM diff, not screenshots.

Agentic CTF security tooling project with natural language support

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.

AVP - Command your agent fleet with Open Source

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.

Open-source 7-Bot Telegram AI operations stack with Python/FastAPI and Tauri/React

Bidirectional stdio ↔ HTTP gateway for MCP servers — connect clients to remote servers or publish local servers

Self-hosted multi-agent collaboration and audit layer for AI-assisted engineering teams

Persistent AI agents with memory, projects, sub-agents, and one-click WhatsApp, Telegram, Google Workspace, MCP, and ClawHub integrations.

Cryo-EM workflows for maps, models, figures, state comparison, and local or cloud compute preparation.

Personal agent brain catalog for coding agents: AGENTS.md, SOUL.md, MEMORY.md, skills, workflows, and a bundled loader.

Markdown-first persistent memory and project planning for AI agents, existing knowledgebases, and multi-agent workflows.

A multi-agent AI system for data analytics, insights, and smarter decision-making.

Claude Code skills for Magento 2 / Mage-OS / Adobe Commerce - module scaffolding, DI conventions, debugging & storefront performance audits

Extended Meta Ads MCP server — 59 tools for managing Meta/Facebook/Instagram ad campaigns, audiences, Conversions API and AI creatives via Claude, Cursor and any MCP client

Agent skills for working with the cTrader platform by Spotware Systems Ltd.

把你多年收藏的开源项目，变成 AI 编程助手的私人技术记忆。

See what your AI agents do, whether it's worth it, and what it costs - a manager-readable report + local dashboard from Langfuse/LangSmith traces (or a one-line live callback). Open source, runs locally.

AI setup guides can hide instructions a model reads but a human never sees. GuideCheck is the plain-text standard that makes an assistant's instruction surface reviewable before it acts.

Multi-agent orchestration system for OpenCode

An MCP server generator for Ansible. Reflects every installed module from ansible-doc into typed, LLM-callable MCP tools.

Self-hosted AI agents and workflow automation with human-in-the-loop approvals, a policy engine, connectors, MCP, and a hash-chained audit log.

Persistent memory you own, across every AI you use. Self-hostable, over MCP.

Your agent has amnesia. Noshy fixes that. Persistent memory for AI agents — LLM extraction, hybrid search, zero deps.

AI-powered Discord voice bot with natural conversation, smart turn detection, and OpenAI-compatible TTS/STT

Turn any website into an MCP server. Auto-generates WebMCP tools from live pages - no site cooperation needed.

Agents change faster than audits. Ancilis discovers what agents can do, classifies the data they touch, activates the right controls, and continuously proves compliance. Trust your agents in production.

Transcribe YouTube videos, playlists, and entire channels with adaptive rate-limiting to avoid YouTube throttling. Agent Zero plugin with AI-powered summaries, timestamped notes, visual context extraction, and resumable channel jobs.

Voice Chat AI is a project that allows you to interact with different AI characters which is modular using speech. You can choose between various characters, each with unique personalities and voices. Have a serious conversation with Albert Einstein or role play with the OS you can use it for voice

📈 Free trend-monitoring & breakout alerts that run in your own GitHub repo. Watch Google, TikTok, YouTube, Reddit & Amazon - get pinged on Slack/Discord/Telegram/email when a keyword spikes. No server, no scraping. Powered by Trends MCP.

Local-first Python + TypeScript SDK for public data — one interface for quants, ML pipelines, and AI agents. Adapters ship weather (METAR, ASOS, GHCNh, NWS CLI) + prediction-market settlements (Kalshi, Polymarket) today. SEC filings (EDGAR), Federal Reserve (FRED), court filings, FDA approvals, and equities structured data are next.

CML (Causal Memory Layer) — a foundational memory layer for recording reasons, permissions, and responsibility behind actions, not just events or results. Enables systems in AI, fintech, security, and distributed computing to preserve meaning and causal accountability across time, independent of execution or transport.

High-performance local SQLite FTS5-based tool output cache and MCP multiplexer for AI agents.

Agent Skill for rebuilding Embedded IDE for VS Code (EIDE) projects with Codex and returning structured JSON build results.

你的 7×24 小时自动研究助手；可审计的 AI 研究循环控制面，不是脑机接口系统 / Auditable research-loop control plane for AI agent workflows; not a brain-computer interface system

Agile for age of agents — turn work into durable, inspectable cards that humans and LLMs can collaborate on.

Task-typed prompt-engineering Agent Skills for OpenAI Codex.

The open-source data-standardization & context layer for digital advertising agencies adopting AI — unified MCP data collection, AI-ready cleaning, and standardized output.

MCP server for the Tiingo financial data API — stocks, forex, crypto, news, fundamentals & corporate actions

Talk to your PostgreSQL databases through Claude Code, Cursor, or any MCP client. Schema exploration, analytics, cross-database comparisons - all read-only, all local.

AI agents for growth marketing — built from real fintech campaigns. Prompts + Python.

AI nutrition coach with JWT auth, bilingual chat, meal logging, and progress tracking.

AI-agent toolkit for structural biology: design binders, map structures, screen candidates, rank results, and prepare cloud-scale runs.

🔌 Hermes plugin for spawning AgentPlane as an external worker lane.

Skillix Hub · 面向 AI 编程助手(Cursor / Claude / Copilot 等)的可复用 Skills 仓库,内置 20+ 高质量技能(长期记忆、工作流引擎、苏格拉底分析、第一性原理、知识库编译、浏览器自动化、Prompt 助手等),并自带类 npm 的包管理器 Skill Store,支持自然语言安装、依赖解析与会话自动更新

ProgramAsWeights agent skill - compile natural-language specs into tiny, locally-running neural functions for fuzzy text tasks (classify, extract, repair, fuzzy-match, triage, route). npx skills add programasweights/skills

AI-powered resume tailoring system for Claude Code

No-train, on-prem code knowledge graph served to AI agents over MCP, with a hash-chained audit row for every read.

all human experts into AI agents

Public Agent Anvil leaderboard submissions and generated index

Link features, claims, tests, and evidence into verifiable releases stored on Walrus.

有情感的自主进化神经感知多agent代理框架

🤖 Build a self-hosted AI assistant to manage files, browse web, write code, and chat via a WhatsApp-style interface using your own API keys.

Open-source observability and trust layer for AI agents: trace every step, score every output, catch hallucinations and runaway loops in real time. Self-hostable.

Ask your AI coding agent if a domain is free — and get a real answer. Works for any TLD, including .de / .eu / .at / .ch where most checkers give up. Plugin for Claude Code, extension for Gemini CLI, skill for Codex & OpenCode. Pure Python, zero setup.

A go-to-market operating system for founders without a marketing team. Plug in your project and get specific help - audits, positioning, copy, conversion, launches - from the command line. Built on Claude Code skills.

Claude Code plugin that learns from your corrections — approved lessons become rules that earn autonomy through real use: verified → trusted → autonomous. One mistake = one level down. No daemon, no cloud, 100% local.

Server-side, framework-permissioned MCP server for Django/DRF. Per-agent permission gating with dispatcher-pattern schema compression.

UXCascade: Scalable Usability Testing with Simulated User Agents

Generate production-quality Dify workflow DSL files with precise Pydantic-based node schemas

AgenticART (Android Runtime) automates Android penetration testing and generates exploitation sequences with execution verified annotations. The purpose is to test the extent in which human guidance is needed for LLM-powered vulnerability discovery.

Open-source memory for AI agents. MCP-native. Self-hosted. One Docker image.

Enables small-to-large self-hosted ai models to use local source code when running tool-calling agentic workloads. We actively data mine 20,900+ (2+ TB) popular github repos using large and small ai models to create reuseable: json, markdown and parquet files for local-first tool-calling models.

Open reference implementation: agent identity + routing at the web edge (Ed25519 + ES256/JWKS). Python & Node.

OmniHarness is an open-source super agent harness that orchestrates sub-agents, persistent memory, and sandboxed execution to handle tasks that take minutes to hours — powered by extensible skills and MCP tools.

Multi-agent AI system that analyzes requirements, creates project plans, generates code, and builds software project structures automatically.

MCP server for AlbumentationsX image augmentation workflows

ELDA CLI：嵌入式Linux驱动开发Agent，包含PDF解析、硬件信息抽取、设备树构建、内核裁剪与配置、驱动源码编写、内核编译与部署等工具，可根据需求进行定制化工作流编排。

Multi-provider persistent memory and orchestration backend for AI coding agents via MCP

MCP Server for AnythingLLM — Workspace, Chat, Document, and System management

A Minimal Engineering Harness

给历史研究者的中文文献 OCR 校对与阅读 pipeline · Agent-native OCR, collation & reading workflow for historical Chinese scholarship — works with Claude Code, Codex, Gemini CLI, Cursor & Hermes agents

Extension pack for OpenSpec adding autonomous 7-phase implementation workflows, specialized agents, and utility skills for AI coding assistants.

A Agentic Machine Learning, local-first tabular ML discovery workspace. Hand a goal to the AI Autopilot a multi-agent system that runs the full CRISP-DM lifecycle.

AI-powered spec-driven development framework with 26+ specialized subagents, mandatory TDD, immutable architectural constraints, and automated quality gates — enforcing zero technical debt from ideation to release.

End-to-end testing for voice agents. YAML scenarios, real audio through LiveKit/Daily/VAPI/Retell, and 13 evaluators for latency, tone, and roleplay consistency.

Operational continuity protocol for AI agents

OutplayArena is a platform to facilitate game-theoretic analyses between AI agents, and, optionally humans.

A Federated Multi-Agent System (MAS) architecture for Google Antigravity. Orchestrates specialized AI Skills (Backend, DevOps, Frontend) using the Google ADK and A2A Protocol.

Contexer is not a chat memory tool. It is the engineering decision layer for AI coding agents, capturing architecture decisions, constraints, conventions, and patterns so engineering knowledge becomes a shared organizational asset instead of disappearing inside AI conversations.

Minimum state products on Dijkstra's self-stabilizing token ring — exact values for n = 3 through 9 and a large-n conjecture supported through n = 10. Paper, sorry-free Lean 4 formalization, Python research probes, and an independent verifier.

Reusable multi-round research skill for evidence-backed product, market, technical, open-source, and investment-style surveys.

Circuit breaker for LLM agents — stop infinite loops, runaway costs, and privilege escalations in 3 lines of code.

Nexus SQL is an autonomous AI Data Analyst that lets you query databases in plain English. Built with LangChain and DeepSeek-V3, it automates complex SQL generation, provides instant data visualizations, and ensures enterprise security, reducing time-to-insight by 80%.

Your agent never forgets. It just pages.

An enterprise-grade, full-stack AI travel planner which provides data-driven itineraries for Lucknow, India and showcases production-ready architecture, combining a FastAPI backend with a Streamlit frontend. It leverages an advanced agentic RAG system, context-aware responses by integrating a local knowledge base with live, external APIs.

Agentic AI interview platform using LangGraph, FastAPI, Streamlit, and Supabase for adaptive candidate screening and reporting.

Langchain document loader for Kreuzberg

Production-ready boilerplate for building and automatically optimizing LangChain RAG applications. Implements three-layer architecture: Build (LangChain) → Measure (MLflow) → Optimize (GEPA + MEGA).