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Python agents
61,093 Python AI agents indexed on MeshKore — the most complete public catalog, ranked by popularity and updated daily.
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Python agents — page 122 of 611
Local-first context & memory runtime for multi-agent AI coding teams. MCP-free. Rust/Go accelerated.
Official repo for NeurIPS 2025 poster - ShapeCraft: LLM Agents for Structured, Textured and Interactive 3D Modeling.
Provides and manages the standards of the Act Template.
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
Wurzel is an open-source Python framework for advanced ETL pipelines in Retrieval-Augmented Generation (RAG) systems.
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.
MCP tools to connect LLMs and ABACUS jobs
LLM-based character segmentation agent for ComfyUI based on SAM 3 and the SAM 3 Agent notebook
data analyst code automaton
[ACL 2025] The official pytorch implement of "MIND: A Multi-agent Framework for Zero-shot Harmful Meme Detection".
🔧 Build Intelligent Networks with AI
Example Projects integrated with Future AGI Tech Stack for easy AI development
🤖 基于AutoGen的AI辩论系统 | 🗣️ 支持中文交互 | 🔄 多智能体协作 | 📝 自动记录辩论过程 🤖 AI Debate System based on AutoGen | 🗣️ Chinese Interaction | 🔄 Multi-Agent Collaboration | 📝 Auto Debate Recording
Recovery-Bench is a benchmark for evaluating the capability of LLM agents to recover from mistakes
Lightweight AI safety middleware that protects humans by intercepting self-harm and criminal intent in LLM prompts. Features a 3-stage safety pipeline, MCP server for agents, and automated care responses.
Simulation Streams is a programming paradigm designed to efficiently control and leverage Large Language Models (LLMs) for complex, dynamic simulations and agentic workflows.
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.
Closed-loop evaluation for end-to-end VLM autonomous driving agent
A DSPy integration for the Agent Skills specification, enabling ReAct agents to dynamically discover and use modular, sandboxed skills
🏆 AWS AI Agent Hackathon Entry: Multi-agent HDB advisor using Amazon Bedrock AgentCore, Nova Lite, and intelligent cost optimization. Find your perfect Singapore home with AI.
Runtime governance for AI agents. Contracts enforce what tools can do — before they execute.
Autonomous self-learning agent plugin for Claude Code — 36 specialized subagents in a 4-tier architecture (analysis, planning, execution, validation), 27 skills, 41 slash commands across 10 categories. Pattern learning, real-time dashboard, full-stack validation, OWASP security. 100% local processing, privacy-first, cross-platform.
An intelligent document processing solution using Azure Content Understanding and OpenAI to extract data from documents and enable natural language querying with citations.
Manus-style context engineering for Claude Code Agent Teams. Coordinate multiple Claude instances with shared planning files.
OAuth bridge enabling DeerFlow 2.0 to use ChatGPT Plus/Pro subscriptions via OpenAI Codex OAuth — no API key required
Easily create a RAG app based on your Discord messages
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
Unified MCP context intelligence platform — pip-installable CLI that absorbed 6 foundational repos. Context engineering for AI agents.
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!
Scalable agent registry for AI agents using A2A protocol AgentCard with semantic search. AWS serverless (Lambda, S3 Vectors, Bedrock). Python SDK & React Web UI.
Holmes is an interactive, text-based crime investigation game powered by a large language model (LLM). With each replay, the game offers a fresh narrative, ensuring a unique experience for players every time.
Self-hosted MCP memory server for personal use and teams
RamiBot v3.8.0 is a local-first AI security operations platform integrating multi-LLM support, a dynamic red/blue team skill pipeline, MCP tool orchestration, Docker terminal access, Tor proxy management, and an auto-integrated Kali-based tool server (rami-kali) for controlled, extensible offensive and defensive workflows
Stock research skill for AI agents — A-share, HK, US. Plan → fetch → validate → report.
Extract a person into an AI agent — through an 8-week therapist-style interview, not a form. The open-source alternative to $4K AI clone courses.
Aqueduct is a simple yet fully-featured AI gateway built on top of the LiteLLM Router SDK using Django.
Python SDK for Agent Vector Protocol – transfer KV-cache between LLM agents instead of text
Production-grade RAG toolkit - ingest PDFs, DOCX, XLSX into Qdrant with LLM metadata extraction, hybrid search, and SHA256 deduplication.
Stop feeding broken Markdown to your AI. A deterministic Logseq parser that preserves parent-child context for RAG, plus a 60FPS visualizer 👓 , plus writer ✍️ append only
Black-box web penetration testing automation framework for AI Agents
Ready-to-use Windows client for connecting KOMPAS-3D to MCP.
GIS agent是一个基于 ArcGIS Pro 3.6 的 arcpy构建的开源的地理空间智能体（AI Agent）框架。其核心设计采用独特的三层抽象架构（模型抽象、输出标准化、提示词动态适配），将您的自然语言指令与底层大语言模型及专业 GIS 工具链解耦。智能体自身能通过内置的规划器、记忆系统和执行引擎，自动将复杂任务拆解为步骤，协调调用 arcpy等工具完成从数据扫描、处理、符号化到地图导出的全流程，并具备任务恢复、质量检查与报告生成等高级能力。旨在成为连接自然语言交互与自动化专业 GIS 工作流的工程化桥梁。还在早期开发阶段可能有很多问题欢迎指出！
Expose OpenCode through A2A with an inbound server surface and embedded outbound client.
Manage AWS, Hetzner, OVH, and custom servers from one TUI — with a built-in AI assistant and MCP server
6 specialized AI agents collaborating via A2A protocol to power e-commerce — product discovery, orders, pricing, reviews, inventory & support. Dual-stack (Python + .NET/C#) with generative UI. Built with Microsoft Agent Framework, FastAPI, Next.js, and PostgreSQL + pgvector.
SEO Content Engine for LLMs - a prompt-engineering system that turns any capable AI into a world-class SEO strategist: generate, rewrite, and audit content against 49 ranking factors with multilingual support.
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.
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.
A curated database of China policy shocks for economics, finance, and policy evaluation research.
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.
🍌 Autonomous story agent creating illustrated storybooks with Claude Code SDK
A curated collection of Agent Skills — reusable units of intelligence that teach AI General Agents how to perform specific tasks autonomously.
AEGIS: Automated Error Generation and Attribution for Multi-Agent Systems
[ACL'25] Repo for paper "M-MAD: Multidimensional Multi-Agent Debate for Advanced Machine Translation Evaluation"
Shared workspace for AI agents and human developers. See, audit, and review every change AI makes to your codebase. Multi-language graph (Python/TypeScript), MCP-native, local-first.
A voice‑controlled AI assistant for Termux on Android.
My collection of Claude Code Agents & Skills for web and iOS Development
Data2prompt is a powerful cli tool that compiles your entire data-heavy project into a single AI-optimized file. Handles CSVs, Excel, SQLite & notebooks like data, not raw text dumps. data2prompt fits into the Context Engineering phase of the data science lifecycle, bridging the gap between local development and LLM reasoning.
Official onboarding skill for HWPX document automation with AI agents.
Docker image to run a self-hosted Kokoro TTS server with an OpenAI-compatible audio speech API. 50+ voices across 9 languages, streaming support, all major audio formats, NVIDIA GPU (CUDA) acceleration, offline mode, and persistent model cache. Multi-arch: amd64, arm64.
ATRI 是本地优先的 AI Agent 架构与音乐工作站，提供多模型 LLM Runtime、工具调用闭环、上下文压缩、子 Agent 并行调度、MCP/Skills 扩展。并融合 Web DAW、MIDI 工程编辑与 Rust 实时音频/VST 宿主，让 Agent 能直接读写工程、生成 MIDI、控制播放并协作创作。
Uma IA VTuber que mora no seu PC. Fala, escuta, lembra — e nada sai da sua máquina.
Semark converts PDFs, Office files, HTML, and images into RAG-ready semantic Markdown using MinerU and VLM/LLM review, with chunks, source maps, and automatic document splitting.
🐟 闲鱼/Goofish 智能监控控制台：AI 大模型选品 + 收藏降价·售罄即时提醒，全本地运行不外传。Xianyu second-hand deal monitor — LLM-filtered picks, price-drop & sold-out alerts, dead-link detection. Playwright · FastAPI · React · Docker.
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transformers safetensors qwen3 text-generation reinforcement-learning agentic-reasoning
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gguf merge programming code generation code codeqwen
transformers safetensors llama text-generation conversational arxiv:2403.04652
Observable diagnostics, failure attribution, metrics, and no-key replay for multi-agent runtimes.
Redeem your Codex banked rate-limit reset from the command line — no UI required.
Self-hosted multilingual (English + 5 Indic) phone voice agent template - LiveKit Agents + Sarvam STT/TTS + OpenAI + Vobiz SIP. ~700ms-1.2s latency, under Rs 5.5/min. Demo: a real-estate site-visit booking agent.
2025 LLM Hackathon for Applications in Materials and Chemistry
TELL: Test-time Experiential Lifelong Learning – a single LLM agent that learns from experience at test time, achieving 43.9% on ARC-AGI-3 with no training.
Taiwan's first multi-platform AI Agent built by a student club, integrating multiple messaging platforms to provide 24/7 intelligent support.
Nano Claude Code - A lightweight AI code agent in Python, inspired by Claude Code and Kimi-CLI. Now you can give it a try and enjoy it plz~~
[EMNLP 2026 Main] Think, Act, Build: An Agentic Framework with Vision Language Models for Zero-Shot 3D Visual Grounding
An agentic AI tool for searching, screening, and ranking NIH funding opportunities based on research interests and proposal relevance.
My LLM Agent Learning
This project registers a Python SIP client as an extension in Asterisk/FreePBX and connects calls to OpenAI Voice Agent in real-time using WebSocket.
Agent-to-agent messaging for Claude Code sessions on the same machine.
Forkable shell substrate for a single code repository — DB-backed identity, memory, roadmap, content; harness-agnostic boot. We build the data layer, we rent the harness.
An advanced multi-agent framework for automating complex bioinformatics workflows.