Python agents

Opossum is a tool to pre-process RNA-seq reads prior to variant calling.

Lightweight library demonstrating how to create agenting application without using any specific framework.

AI agent skills for workflow automation — Feishu integration, content generation, data processing, and media tools by UniqueClub

Python MCP Server for Kestra — you can use it as a tool in Kestra's AI Agents

A Model Context Protocol server that provides task orchestration capabilities for AI assistants

Modular multi-agent orchestration framework powered by LangGraph and FastAPI.

A Multi-Agentic AI Assistant/Builder

PyWaifu is an Offline, all-in-one pipeline designed to facilitate seamless interactions with virtual anime waifus through Text-to-Speech (TTS), language modeling, and translation capabilities.

API backend for UIUC AI Teaching Assistant.

Jarvis powered by GPT-3.5/GPT-4

🖤ChatGPT, DALLE-2 and Whisper Telegram Bot🖤

RAG-QA Leaderboard

Local-first RAG application for technical documentation and research papers

An advanced Self-Centered Intelligence (SCI) prototype that represents a new paradigm in AI-human interaction.

LLM-based agent for human travel behavior (day-to-day route choice) simulation.

A framework to build scenario simulation projects where human and LLM based agents can participant in, with a user-friendly web UI to visualize simulation, support automatically evaluation on agent action level.

Improve the OpenwebUI experience by adding better and autonomous tool calling,

A multi-agent workflow that answers investment research questions and generates a report using the OpenAI Agents SDK.

This is a software which can by used by researcher multi-agent reinforcement learning in robot learning for multi-robot system

Order Fulfillment by Multi-Agent Reinforcement Learning

This a simple implementation of an MCP server using iFlytek. It enables calling iFlytek workflows through MCP tools.

Just mention want you want and it will extract/scrape data from the Web. Useful to create AI web search+extraction/scraping agent, RAG with web data etc.

MCP server for building Teal R Shiny apps with AI assistance. Clinical trial data analysis made easy with Claude, Copilot & more.

🍺 AI-powered Oktoberfest reservation agent — monitors 38 beer tent portals, sends push alerts when evening slots open, and helps you book via chat. Web dashboard + MCP server + CLI.

Local-first context & memory runtime for multi-agent AI coding teams. MCP-free. Rust/Go accelerated.

Claude Code skills for building and running actual software startups, apps, SaaS, and businesses

Build a Reddit Content Research Agent with LLMs, LangChain, SERP, Jupyter, Django, Bright Data, Celery, Django QStash, and much more.

Provides and manages the standards of the Act Template.

brickllm with langgraph

This project demonstrates a decoupled real-time agent architecture that connects LangGraph agents to remote tools served by custom MCP (Modular Command Protocol) servers. The architecture enables a flexible and scalable multi-agent system where each tool can be hosted independently (via SSE or STDIO), offering modularity and cloud-deployable execut

Compound AI toolchain for fast and accurate entity matching, powered by LLMs.

Repo for advanced RAG evaluation on french legal Code data

A study assistant powered by Claude Opus. It provides various tools to assist with different tasks, such as researching,coding,note-taking and more.

Wurzel is an open-source Python framework for advanced ETL pipelines in Retrieval-Augmented Generation (RAG) systems.

[ACL 2025] NeuSym-RAG: Hybrid Neural Symbolic Retrieval with Multiview Structuring for PDF Question Answering

A semantic search system for Airbnb listings in Stockholm, built with Superlinked and Qdrant. It leverages multi-attribute vector search and Retrieval-Augmented Generation (RAG) to enhance search accuracy, embedding different data types (e.g., price, description) with specialized models. Powered by FastAPI and Streamlit.

LLM-based character segmentation agent for ComfyUI based on SAM 3 and the SAM 3 Agent notebook

data analyst code automaton

NOVA: An agentic framework for automated histopathology analysis and discovery

Chat with your X bookmarks. Turn saved posts into answers, drafts, plans, and decisions

🔧 Build Intelligent Networks with AI

Self-hosted multitenant platform for AI agents and Telegram bots with event-driven architecture

ComfyUI custom nodes for DeepSeek, Qwen, GPT, and other OpenAI-compatible LLM APIs, with tools for chat, translation, vision, and JSON workflows.

[NeurIPS 2025] TrajAgent: An LLM-Agent Framework for Trajectory Modeling via Large-and-Small Model Collaboration

An AI-driven tool integrating Abaqus and OpenAI's LLM for automating finite element simulations, including input file generation, job execution, stress extraction, parametric studies, and sensitivity analysis, streamlining complex workflows for enhanced decision-making.

Neurosymbolic AI agent framework - LLM + Prolog reasoning for small models. Single binary, runs offline or cloud-ready. Python & Rust.

Benchmarking LLMs and Agents in Rigorous Financial Analysis and Forecast

A custom AI Jira agent, with a tool to preform triage on newly created Jira issues. The project makes use of LangChain agents, served via Django (with PostgreSQL) and Google Mesop. Services are provided in Docker to be run locally. The prompting strategy includes a CO-STAR system prompt, Chain-of-Thought (CoT) reasoning with few-shot prompting.

Multi-agent job search tool: extracts skills from CVs, searches Tavily/Brave/Firecrawl, and ranks jobs by match score. Built with LangChain DeepAgent.

A lightweight, production-ready multi-agent framework

Berkeley Function Calling Leaderboard (BFCL) with Chinese-Language Evaluation

A DSPy integration for the Agent Skills specification, enabling ReAct agents to dynamically discover and use modular, sandboxed skills

Runtime governance for AI agents. Contracts enforce what tools can do — before they execute.

LightweightEmbeddings is a fast, free, and unlimited API service for multilingual embeddings and reranking, with support for both text and images and guaranteed uptime.

An intelligent document processing solution using Azure Content Understanding and OpenAI to extract data from documents and enable natural language querying with citations.

OAuth bridge enabling DeerFlow 2.0 to use ChatGPT Plus/Pro subscriptions via OpenAI Codex OAuth — no API key required

BioContextAI Knowledgebase MCP server for biomedical agentic AI

An AI Agent with optional Human-in-the-Loop Safety, Model Context Protocol (MCP) integration, and beautiful, themeable CLI output

Scalable Agentic RAG system using Pydantic AI, FastAPI & pgvector. Modular, production-ready foundation for document-based AI apps

Self-evolving AI-Framework for Autonomous Scientific Research (ASR) that writes, runs, and improves its own multi-agent workflows. Powered by MCP tool discovery and Darwinian evolution.

AI-Suite - n8n, OpenClaw, Open WebUI, OpenCode, Llama.cpp/Ollama, Flowise, Langfuse, MCP Gateway and more!

Multi-tenant AI sales agent for Telegram, Instagram, WhatsApp & Web. Drop a YAML, get a bot. Built on LangGraph.

Stock research skill for AI agents — A-share, HK, US. Plan → fetch → validate → report.

[CVPR 2026 Highlight] ReAG: Reasoning-Augmented Generation for Knowledge-based Visual Question Answering

A local-first, graph-based AI workspace. Branch any conversation across a visual canvas instead of one scrolling thread, attach nodes that research the web, run Python, and chart results, then hand multi-step work to a budgeted, fully undoable agent. Works with local (Ollama, llama.cpp) and hosted models.

AI-powered interactive RPG engine with persistent memory, independent NPC minds, creativity-based combat, and a reactive world. Build scenarios, live adventures — the AI narrates everything. Supports DeepSeek, Anthropic, and OpenAI.

An agnostic AI-driven exploratory test framework that intelligently explores, tests, and validates any application

Math models that make AI engagement feel human

🏛️ Belief Archaeology - An AI Agent skill that excavates hidden worldviews from YouTube videos instead of summarizing them. For Antigravity / Gemini CLI.

Curated Claude and Codex skill collection for local AI workflows, automation, research, and product-building.

Experimental RAG playground for exploring retrieval quality, corpus construction, and filter-chain design. Features configurable ranking and filtering pipelines, visual document grounding, chat interfaces, web search, Open WebUI integration, and rich debugging insights. Ollama and vLLM, running in Dev Containers or natively on Linux and Windows.

Python Low-Code System Solutions

Multi-agent cryptocurrency intelligence system built with Claude Code. 6 AI agents, 66 MCP tools, Agent Teams, zero orchestration code.

MCP server giving LLMs the ability to design, simulate, and analyze SPICE circuits via LTSpice and NGspice

2D to 3D CAD Conversion Using Coding Agent

Autonomous AI agent for Instagram — generates reels, carousels, memes, quote cards and posts them on autopilot. Free-tier LLM router, commercial-safe licences, 8-feature anti-detection layer, 671 tests. Single VPS deploy.

Automate a WeChat group's daily work-report roll-call — start, chase non-submitters, and LLM-summarize for the manager. wxauto + FastAPI + hot-reloadable rules.

A coding agent CLI with the ability to autonomously create/evolve skills and manage the lifecycle of reusable skills.

Climb from LLM API to RL Agent with Klara

The AI agent memory layer you can audit — local-first memory governance for AI agents: citations, trust policies, trace receipts, rollback. SQLite, sidecar-first, OpenClaw plugin.

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Explores the implementation of a LangChain Agent using Azure Cosmos DB for MongoDB vCore to handle traveler inquiries and bookings. The project provides detailed instructions for setting up the environment and loading travel data, aiming to empower developers to integrate similar agents into their solutions.

[CVPR 2026 Highlight] Offical code for- NERFIFY: A Multi-Agent Framework for Turning NeRF Papers into Code

A monorepo for creating, managing, and publishing reusable Agent skills (Claude Code skills).

Your full-service AI agency. 8 teams, 113+ agents, 9 workflows. Clone it, open in Claude Code, say "onboard" — zero setup, zero API keys, just results. v2: Research team, credit-saving guide.

Terminal UI toolkit for agentic and chat apps, built on rich + prompt_toolkit.

IELTS listening, speaking, reading and writing modules practice and evaluation with IELTS band calculation based on speech and text analysis and evaluation.

A CLI based agentic skill that manages your wiki for you, works with LLMs of your choice

A powerful Retrieval Augmented Generation system that turns your Markdown documentation into an interactive knowledge base using vector search and LLMs.

MemSearcher is a search agent that keeps a compact, iteratively-updated memory instead of the full interaction history, trained end-to-end with multi-context GRPO.

AgentAPI is a lightweight Python framework for building agentic AI backends and chatbots with minimal configuration. It provides a plug‑and‑play developer experience for integrating multiple LLM providers, creating AI agents, streaming responses, managing tools, and handling conversation memory --- all on top of FastAPI.

Benchmark suite for evaluating agent and LLM memory systems

Single source of truth for GenAI and agentic AI security incidents, mapped to OWASP LLM Top 10, OWASP Agentic Top 10 (ASI), NIST AI RMF, and MITRE ATLAS.

[ICML 2026] E-mem: Multi-Agent Based Episodic Context Reconstruction for LLM Agent Memory

The command center for n8n automation operators: multi-instance management, real-time error tracking, AI-assisted debugging, a Code Lab, and one-click container deployment. Self-hosted, source-available (MIT).

Federated, local-first search for an AI — one query across transcripts, files, knowledge graph, vector store, and the web, fused by trust-weighted RRF. Apache-2.0.

Port of pi-mono to Python; AI agent toolkit: coding agent CLI, unified LLM API, TUI & web UI libraries, Slack bot, vLLM pod.

Auto-evolving LLM Agent Harness - Benchmark-driven evolution via Claude Code + self_evolution.md guide

Official implementation of LRAgent: Efficient KV Cache Sharing for Multi-LoRA LLM Agents

🍌 Autonomous story agent creating illustrated storybooks with Claude Code SDK