Python agents

Full-stack RAG platform for document loading, smart chunking, embedding, indexing, hybrid retrieval, and answer generation. Features chunking/model recommendation, query enhancement, and modular debugging. Built with FastAPI, Vue 3, Milvus, and LangChain

Your AI Chief of Staff — Personal Assistant framework for Claude Code. Email, semantic memory, task management, content security. Works standalone or on AI Maestro.

Hindsight Benchmarks Results

Turns grant solicitations and draft proposals into a bid/no-bid memo, reviewer queue, evidence-gap list, and editable DOCX/XLSX package. Hosted demo, HTTP, and MCP.

MCP server for Google Search Console: 17 read-only tools covering performance queries, quick wins, CTR gaps, cannibalisation, traffic-drop diagnosis and indexing, plus a self-contained white-label HTML SEO audit in English or Italian. Claude Code plugin, .mcpb bundle, Docker.

🚀 MCP Server for publicly available real-time Indian Mutual Funds data

台灣版 Claude for Legal：支援台灣民法自動更新、合約審查與法律實務 Playbook。基於 anthropics/claude-for-legal 擴充。

Stop hitting your Claude Pro/Max 5h cap. Spread your day across more windows. Skill + Python script + claude-code-scheduler dependency.

GodPrompt — a universal AI coding system prompt and Agent Skill for Codex, Claude Code, ChatGPT, Cursor and coding agents, with TDD, debugging and verification gates.

A skill collection for Claude Code and Codex that automates the full development workflow — from planning and spec writing to code generation, review, and release.

SDK for publishing APIs that AI agents subscribe to on the Siglume API Store. Python + TypeScript. Earn 93.4% of subscription revenue.

I built a cortex for Claude Code. It runs three of my businesses.

Production-grade Asymmetric Multi-Agent Text-to-SQL on BIRD-SQL. Offline CHESS/FAISS pruning + MCI-SQL enrichment feed ≤3 Groq API calls: gpt-oss-120b generator · llama-4-scout reflector · gpt-oss-20b critic. LangGraph · SQLAlchemy sandbox · LangSmith · Docker · MIT.

TeamBench: Evaluating Agent Coordination under Enforced Role Separation

Full-stack 8-agent customer intelligence dashboard with synthetic workspace generation, feature engineering, churn scoring, sentiment analysis, recommendations, and safe query support.

Personal AI Lab

TerAgent Project - A imaginative and positive project(?)

A minimal AI Agent runtime demonstrating tool calling, agent loops, context management, and extensible architecture.

Extremely Tiny Coding Agent

Stateful AI agent pipeline that turns task descriptions into review-ready branches

Benchmark, observe, and govern tool-using AI agents before production.

MCP-style tool-use security playground with permission policies.

Every shortcut your coding agent takes, saved to your repo as it happens. Fix them when you're ready.

Run PaperClip On HuggingFace Space

An autonomous AI agent for discovering CS Ph.D. programs and analyzing research fit using LLMs.

⚡ Intelligent routing layer that auto-selects the right LoRA adapter for each task in your local LLM agent loop.

A copilot for AI coding agents — read-only supervision for Claude Code & Codex: re-entry recaps, safety verdicts, grounded chat, every claim cited.

🔮 Ask Elira anything. She predicts binary outcomes using 5 AI agents + swarm intelligence. Sports, politics, crypto, markets. Predictions or auto-trading.

Open-source Amazon PPC agent skills for Codex and Claude: diagnose drops, find growth, harvest search terms, and use Rocketcart MCP for live Ads + product-intelligence reviews.

Multi-agent repo boilerplate generator. One command to make any repo ready for Claude Code, Gemini CLI, Cursor, Codex, GitHub Copilot, and Google Antigravity — each gets the same conventions and the same workflow skills in its own native format.

Augmented Intelligence Framework: Create orchestrated multi-agent AI teams for software development, user research & content creation. Features 45+ specialized agents with structured workflows delivering the full benefits of human-AI collaboration

The API layer for AI agents. Dashboard + 22K APIs + 18 Direct Call providers. MCP native.

A sophisticated multi-agent system built with Claude Code that automatically transforms photos from technical conferences and exhibitions into professional PowerPoint presentations.

Enforce docs-before-code discipline in AI-assisted development.

Git-first memory for AI agents: Markdown files are truth, the index is disposable, writes are reviewable commits.

LangChain SQL Chatbot lets users query SQLite, PostgreSQL & MySQL with natural language using Streamlit, LangChain & Groq Llama3.

Distributed, cloud-native fraud detection: Kafka Streams + XGBoost + LangChain Agents + ChromaDB RAG + River Online Learning, a self-improving pipeline, deployable on Docker Compose or GKE

Paired-LLM software engineering. Two different-vendor models — Claude + Codex — work as colleagues, not clones: one builds, one challenges. Their disagreement catches what either alone would miss. Human in the loop, every cycle on the record. Vibe coding, with receipts.

Code for paper "Online Skill Learning for Web Agents via State-Grounded Dynamic Retrieval"

Project Jarvis is an AI-powered personal assistant inspired by the iconic Iron Man AI. It's a versatile tool that can help you with tasks such as fetching weather updates and creating simple apps on command, all while harnessing the latest advancements in artificial intelligence. This project is not maintained anymore

Persona-driven LLM agent for group chats & DMs — QQ (OneBot v11) + Telegram/Discord/Slack via a bundled AstrBot gateway. JSON output protocol, character-whitelist validator, multi-layer sticker filter, eval-driven prompt iteration.

🤖 Optimize LLM inference on Mac with continuous batching and SSD caching managed from your menu bar for efficient performance.

AI based chatbot

Analyze public opinion on any tweet: GPT summarizes the main ideas, sentiment, and topics expressed across its comments. A lightweight social-media monitoring script.

A Python script that checks for new or edited posts on the AIUB Notice page and sends updates to a specified Telegram channel.

ChatGPT custom prompts for productivity and entertainment.

Daring Mechanician is a Python library for building tools that use AI by building tools that AIs use.

An experimental AI system that can autonomously fix and improve code

This is a Book-To-Comic API , using GPT and stable diffusion model to generate a image and text

Semantic, on-demand skill retrieval for Claude Code — replaces the per-turn skill-listing token tax with a vector retriever over full skill descriptions.

OpenClaw WhoBot Skill — WhoBot (呼波特) AI电话数字员工知识技能，为 OpenClaw AI 代理注入 WhoBot 全量知识 | OpenClaw knowledge skill for AI Phone Digital Employee platform

Operon is an advanced autonomous AI Terminal Cockpit, combining the best of OpenClaw and Hermes Agent. Built for autonomous task execution, it can manage files, search the web, compose emails, and more — all while verifying results and delivering high-quality output. Currently in beta.

深度方略 Stratapro — A股多源验证选股决策系统。基于动态权重的AI智能选股评估，集成技术面/基本面/产业渗透率三维评分，支持每日16:00自动推送日报+盘中实时预警，开箱即用。

Detect fake recruiter & job-offer scams with free OSINT — an MCP server for Claude. No API keys.

PlotRail: canon-aware AI novel writing skill for long-form fiction

Turn an M5Stack Cardputer-Adv into a physical approval + usage surface for an AI coding agent (BLE + MCP).

Record, replay, and diff every LLM call your AI agent makes

GEPA and GELO optimizer runbooks, SDKs, and hosted optimizer surfaces for Synth.

A service-boundary-aware document exchange center for coordinating heterogeneous LLM code agents via MCP. Implements versioned Markdown store, pub-sub notifications, and diff-aware update protocol.

Damn Vulnerable Agentic AI (DVAA) - An interactive playground for exploiting and mitigating the OWASP ASI Top 10

A cross-agent consultation bus: a CLI coding agent asks a different-provider agent for a second opinion — one advisor, or a multi-agent council that audits code and verifies every finding against its file:line. 12 agents: Claude, Codex, Gemini/agy, Grok, OpenCode, Hermes, Kimi, Cursor, Kilo, Cline, Goose, Pi.

Malayalee.ai is your friendly, AI-powered guide to the Malayalam language and culture, now with both text and voice interaction! It acts as your personal translator, conversation partner.

微信AI自动回复机器人 - OCR识字+DeepSeek回复，模拟真人操作，无需hook微信API

Enterprise Decision Intelligence System — a real-time, AI-powered platform that ingests cross-system enterprise data, detects anomalies, finds root causes, and recommends explainable actions. Python/FastAPI + React + Claude. Grounded AI: the LLM never invents a number.

MCP server for Clio Manage v4 API. One-call flat-fee matter setup via the custom_rate association.

AD Companion Robot Dog with RAG Memory + SLAM Navigation + LLM Dialogue

Agentic code review CLI — LangGraph orchestrates 13 deterministic static analyzers (oxlint/bandit/clippy/spotbugs/golangci/cppcheck) + LLM reasoning across 23 languages including industrial PLC. Grounding validator kills hallucinated paths. RAG over your guidelines. dedup --fix actually edits files with multi-step undo (no git required).

Local-first GitHub agent loop that reviews PRs, opens patches, and repairs feedback with your coding CLI.

Open-source prompt and Agent Skill for recurring knowledge-base update loops

🌍 An AI agent that forges specialist subagents on demand, stores them for reuse, and grows to you over time.

Local-first self-learning knowledge-base harness for AI agents. Retrieve rules, avoid regressions, and promote repeated lessons into stable reusable knowledge.

AI Employee - Platinum Tier | A Digital FTE that manages business operations 24/7 | Email, Social Media, Invoicing, WhatsApp - all automated with human-in-the-loop approval

An autonomous project queue for an LLM agent: drop a folder with an instructions.md (or send an email/Slack message), a headless agent does the work, and you review results on a local dashboard.

SAGE: self-correcting autonomous research via Multi-Hypothesis Failure Attribution (MHFA). Diagnose many causes of a failed experiment, verify the most critical, and route the fix to the right level.

Self-hosted multi-agent AI platform. Persistent labs, 40 sandboxed tools (code, web, RAG, GPU dispatcher, web3), private Qdrant + LightRAG, sandboxed code execution per lab, anti-loop detection, Ollama/vLLM/OpenAI/Anthropic adapters. Two-command Docker deploy. Apache 2.0.

MAREF: Multi-Agent Recursive Evolution Framework — Agent Governance Operating System

Self-hosted MCP server and coordination layer for AI agent fleets: shared memory, tasks, messaging, and session handoffs. Any agent that can make HTTP calls participates. Instances mesh together via feeds and mDNS. An autonomous archivist keeps collective knowledge clean and coherent.

AI-Haklab: Agente de automatización para Pentest en Termux. Basado en i-Haklab v3.11, optimiza flujos de seguridad, escaneo de vulnerabilidades y ejecución de exploits.

A maintainability ratchet for AI-assisted Python.

98-patent AI stack. Haiku reaches 93% of Fable 5 quality at 125x lower cost. Auto-activates from natural language.

Connects the dots across your notes and gives Claude the same answer every time, on a fraction of the tokens.

基于 LLM 驱动的虚拟世界人生模拟器 - 无限世界、NPC 自主、AI 叙事

Transformative Evolving Neural Kinetic Agent - a local-first Python voice agent for Windows.

Self-healing observability for AI agents. Discover, monitor, and auto-recover multi-agent systems — without a cloud dependency.

Open-source AI memory engine for agents: multimodal memory, temporal knowledge graphs, graph RAG, and evidence-backed long-term context.

Aitomia: AI agent for computational chemistry

Local code map for AI coding agents: find, trace, and predict change impact with file:line evidence. Claude Code · Codex · OpenCode · MCP. No network by default.

Distributed cluster extension for Hermes Agent — multi-node task coordination, capability-aware scheduling, fault recovery, OpenTelemetry, Prometheus metrics

A local AI-powered OS assistant for Windows that organizes files, monitors system pressure, suggests cleanup actions, and stays privacy-friendly by running with local tooling such as Ollama.

Skills + MCP server for Claude Code, Codex, Hermes, or OpenClaw - headless MIKE+ automated modelling and analysis (inspect, edit, run, read, plot), no GUI.

Secure Conversational Agentic-Flow over Agent-User to enhance the Privacy-data Driven Fully Encryption-Decryption Mechanism Conversation between Agent and User

[EMNLP 2025] M-LongDoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning Framework

企业级 RAG 知识库 · 文档解析 / 智能搜索 / 流式问答 · FastAPI + Next.js 14 + Qdrant + OpenSearch + LiteLLM

Local MCP server for Hermes Agent docs — offline search and chunk retrieval via SQLite FTS5

Community MCP vision bridge for Xiaomi MiMo Vision, enabling image understanding for text-only LLM agents.

An AAS MCP adapter that exposes configured Asset Administration Shell APIs as Model Context Protocol tools, enabling LLM agents to interact with any AAS-compliant backend.

Hermes AI agent market-analysis skills (crypto / saham IDN / forex+commodity). Pluggable per-asset analyzers used by the Hermes agent.

Skill для Hermes / Claude Code / Codex-агентов: автоматический выбор и настройка LLM inference engine под железо, модель и workload — MLX, llama.cpp, ExLlama, vLLM, SGLang, TensorRT-LLM.

A minimal, production-shaped ReAct agent framework built from scratch in pure Python think-act loop, typed tools, layered memory, guardrails, and an eval harness. No LangChain.

Composition root for production agent services — fork, customize, ship. Built on the foundry-agent-* packages.