Python agents

OpenEverything — Personal AI automation with Telegram, a Tauri console, and traceable model budgets. Python/FastAPI + React/Rust.

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.

NOMADZ-0: Godot 4 3D substrate + OCEAN 2D layer — Signalverse universe, NPC AI, swarm agents, ML pipeline

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

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.

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

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.

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.

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.

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.

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。

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.

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.

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).

SYNAPSE: AI-Powered Intelligence Aggregation & Automation Platform

Autonomous AI agent that acts as your digital representative, privacy-first, risk-aware, human-in-the-loop

Reliable RAG with built-in RAGAS evaluation. A tutorial-style LangGraph pipeline: Grade/Verify/Trace gates, hybrid retrieval (dense+BM25), per-gate cost tracking, and LangSmith tracing.

Give your Python objects the ability to think and act — no glue code, no prompt engineering.

🔍 Market-Rover – AI Stock Intelligence for Indian Markets – reduces cognitive load for drive-by visitors

An open-source, self-hostable, multi-user, multi-persona, security-hardened agentic OS.

Code for paper "AV-SQL: Decomposing Complex Text-to-SQL Queries with Agentic Views"

Geometric framework for extracting structure, transitions, and stability from dynamical systems.

Local multi-agent workspace with Hermes orchestration, role-based AI agents, memory, scheduling, Skills, MCP, terminal, files, and HTML preview.

Polymorphic Agent Swarm Architecture: model-agnostic, self-organizing multi-agent system with 6 topologies, 1,095+ tests (adversarial, chaos, e2e, integration, performance, MCP, Ray), 18 completed phases.

AgentRearrange is a Swarms orchestration primitive that turns a tiny string DSL (-> for sequential, , for concurrent) into arbitrary mixed-topology multi-agent workflows.

An open-source AI agent platform that does the work for you.

A high-performance, multi-agent observability engine designed for the Model Context Protocol (MCP). It provides a non-blocking, transparent proxy layer that implements deterministic token attribution, real-time context-window alerting, and heuristic-driven static analysis to optimize LLM metadata overhead at scale.

Resume Tailorator is a sophisticated multi-agent AI system designed to analyze job postings and tailor your resume to match specific job requirements. It ensures authenticity, avoids AI clichés, and optimizes for Applicant Tracking Systems (ATS).

A RAG-based conversational AI for knowledge seekers and autodidactic learners.

Génération automatique de débats politiques par IA. Audio + vidéo.

Telegram AI userbot. Answers in groups and PMs from personal account

Free offline AI chat for Windows. Llama 3.2 3B model. No API keys, no censorship, no internet required. 100% private.

LEO BOT: the AI for Chatbot, Marketing Automation and Personalization Engine

Thin Integration Harness Engine for SMEs — decouple Shell, Brain, and plugins via OpenHarness. Headless, contract-first orchestration. Not an Agent framework.

🤖 Power your chats with BarkSuckerbird, a versatile Telegram bot that uses AI models and live web search for instant insights and support.

A command-line base Gemini client

🌐 Self-hosted, offline-capable personal intelligence platform. 3D globe with live aircraft/vessel/satellite tracking, OSINT feeds, memory-linked AI chat powered by your own ChatGPT conversation history exports (ChromaDB + Ollama), and autonomous investigation — all running locally with zero API keys required.

This is a Generative AI powered Question and Answering app that responds to questions about your uploaded file. Here we utilize HuggingFaceEmbeddings and OpenAI gpt-3.5-turbo

Tool to export any project folder or repository into a single, neatly formatted file — ideal for quick AI-assisted code review, debugging and refactoring. Collects source files recursively, wraps them in fenced code blocks with relative paths, filters noise (e.g. node_modules, .git), shows basic stats and supports optional clipboard copying.