Python agents

Blue is an open-source framework for building enterprise-ready agentic workflows through compound AI system architecture. Blue uses streams for orchestration, structured communication for control, and seamless integration with existing infrastructure.

LLM-adaptive embeddings (Zero-shot / LoRA) with Generative Topic Modeling & Agent-based workflow for social science text mining

This project implements an advanced Retrieval Augmented Generation (RAG) workflow to enhance question-answering accuracy and reduce LLM hallucinations. It leverages LangGraph to create a stateful, multi-step process that includes document retrieval, relevance grading, and web search fallback.

Agentic AI Robot: Industrial Safety Monitoring and Control

Self-evolving AI assistant platform with 42+ skills, 5-level model fallback, lossless context, deep Feishu/Lark integration. One-click deploy. 自我进化的 AI 助手平台，一键部署。

AI Reddit bot that scrapes subreddits for questions, conducts research, and posts automated answers to help users with relevant information.

Drive a GNOME Wayland desktop from AI agents. CLI-first, no portals, no consent dialogs.

Skills, sub-agents, and playbooks for Claude Code, Cursor, and any Agent Skills-compatible AI coding assistant.

Multi-resource rate limiting for LLM APIs. Reserve tokens before you call, refund what you don't use, stay under the limit across workers.

BranchContext gives AI agents and automated workflows copy-on-write branching over filesystems and processes

🧠 A powerful, fully featured MCP Server for interacting with AI agents powered by @Openapi®

A flexible platform that provides Docker & Kubernetes backends, a lightweight CLI (mcpt), and client utilities for seamless MCP integration. Spin up servers from templates, route requests through a single endpoint with load balancing, and support both deployed (HTTP) and local (stdio) transports — all with sensible defaults and YAML-based configs.

Multi-agent orchestration framework for Python — turn any agent setup into a CLI or server.

AI生成简单音乐 —— 使用ChatGPT稳定生成并播放 | AI作曲 | AI写歌

A Python Library to perform Graph RAG in your Postgres DB without headaches

Django AI Core provides developer-focused AI features for implementing AI tooling in to Django sites.

Allows to red-team your AI systems through adversarial probing. It is simple, effective, and requires minimal setup.

Stealthy Prompt Injection and Poisoning in RAG Systems via Vector Database Embeddings

OWL 2 skill compiler for deterministic AI agents — transforms SKILL.md into validated RDF/ Turtle ontologies with SHACL gatekeeper

Benchmarking platform for evaluating AI agents on CTF-style tasks and tool-use workflows.

太医院 — Agentic Longevity OS with 10 AI physicians. N-of-1 trials, cross-module pattern detection, PubMed-grounded insights, Bayesian causal inference. Works with Claude Code & OpenClaw.

Low-Cost Cross-Domain Web Structured Information Extraction using specialized LoRA adapters.

AI Framework for Remote Sensing Image Analysis using RAG - 88%+ accuracy, multi-modal queries, ChatGPT-like interface

Coordinate multiple computers running Claude Code through git-based messaging. Includes Fleet Commander — an interactive browser game to learn the system.

An AI-powered chatbot that integrates with Signal messenger

Enterprise-grade multi-agent AI customer support system. Built for production, saves companies £150K+ annually. Complete tutorials included.

AI-powered recipe extraction from TikTok, YouTube & Instagram videos with automatic import to Tandoor/Mealie recipe managers.

Agent Droid Bridge gives AI agents programmatic control over Android devices and emulators via ADB, exposed as an MCP server.

Token-compression skill. An adaptation of caveman — short common words, trust context, say just enough, be laconic.

Guardrails service for AI agents. Default-deny tool call evaluation with LLM safety analysis, priority-ordered decision matrix, and human-in-the-loop escalations. Session recording, behavioral analysis, MCP proxy, secret redaction, and real-time audit.

AI learning engine — turn YouTube videos, documents, and text into study notes and a searchable knowledge wiki. 4 output styles, multilingual (ko/en/ja), RAG, spaced review, team workspaces. Flask + Next.js.

AI that shares your terminal session. Open-source AI terminal where the AI types commands directly into your shell, not just suggests them. SSH, Docker, BYO LLM.

An end-to-end RAG chatbot using FastAPI, LangChain, ChromaDB & Streamlit with Multi-LLM support to answer questions from uploaded PDFs.

Flutter clean architecture skill for AI agents. Riverpod 3.x codegen, Freezed 3.x sealed classes, and GoRouter patterns.

HeyGen avatar video generation skill for Claude Code. Batch, templates, translation, photo avatars, TTS. Stdlib-only Python.

Autonomous AI pentesting agent that understands natural language. Self-healing, self-evolving, multi-LLM powered.

A full-featued Calibre MCP server with granular permissions for read/write/import/etc. Locally tested and freshly released, consider this an alpha. Back your library up before you give an agent write permissions.

Ollama Agent is a powerful command-line tool (CLI and REPL) that allows you to interact with local AI models.

Token-efficient CLI for Atlassian Server/DC (Jira, Confluence, Bitbucket) — drop-in alternative to mcp-atlassian for LLM agents. Compact output, lossless XHTML<->Markdown round-trip, Claude Code + Codex + GitHub Copilot integration.

See AI thinking in real time — 3D orb that visualizes Claude Code reasoning. Free, open-source MCP server

bb-huge 🤗 , Personal bug bounty findings hub and bug bounty orchestration for multiple agents

Multi-agent research assistant using OpenAI Agents SDK and Olostep to produce sourced Markdown research reports.

One step to enable best-practices for AI agents — drop into any project and enjoy the magic.

Encrypted vault, ZK settlement archiving, x402 payment receipts, Agent Passport binding, and Solana anchoring for OpenClaw and agent runtimes. Drop-in stack — compression, privacy, payments, identity.

Windows + Docker + Python 基于 Milvus + MySQL + Redis + 大模型的私有化 RAG 问答系统

little-canary is a prompt-injection detector that reads attacks by their effect on a sacrificial canary model before they reach production. Puts a small canary model in front of your app, watches whether untrusted input compromises it, and returns block, flag, or pass as an inbound preflight check before your primary model acts.

Connect AI agents to AuditHub’s blockchain security tools. Launch scans, review findings, monitor tasks. Open source, Apache 2.0.

Invarium is pytest for AI agents. Test behavior, not exact text.

一个可插拔可观测的模块化 RAG MCP 框架｜A pluggable and observable modular RAG MCP framework

Your daily AI intelligence dispatch to Email 📧· Robotics, Agents & LLMs analyzed by Claude Opus · 每日多源聚合 + 深度分析，GitHub Actions 一键部署，无需服务器

GraphRAG over any codebase — a Neo4j knowledge graph of code entities plus a 3072-dim vector index, bridged so one natural-language query walks structure and ranks by meaning. Python · Neo4j · OpenAI embeddings · Streamlit · Docker. Hybrid semantic + structural code search.

An automated project intelligence and evaluation tool for performance and migration readiness.

Lightweight project/mobile workbench for same tmux-backed AI coding sessions; not remote desktop or a second AI chat.

A curated list of the best AgentOps tools for 2026 — observability, tracing, evaluation, cost monitoring, and guardrails for LLM agents. Covering open-source and SaaS tools with feature benchmarks and architecture guidance.

基于langchain1.1版本和高德mcp server的多智能体agent旅游助手

Self-hosted, MIT-licensed AI-agent orchestration platform. Agents with personas, skills & tools that chat, run ~90 tools, delegate to sub-agents, and stream results across ~46 LLM providers. RAG, semantic memory, marketplace.

Add captions to any video or song, in any language — 100% on your device, no cloud. Hinglish-first. Free, open-source, and works with any AI agent.

Coding-agent harness for continuous contribution — discovers, implements & validates your next high-fit change as a review-ready draft PR you decide on.

AgensFlow is an open-source framework that treats multi-agent coordination as an online policy-learning problem under partial observability, enabling learned routing to improve coordination-heavy workflows over static approaches.

Local-first control plane for verifiable AI-assisted software engineering and Linux operations with structured knowledge substrate

Real-time tracking of every new GitHub 'skills' repo to capture the AI agent skill ecosystem trend

MCP server for CST Studio Suite — antenna design, RF simulation, and PCB layout

Offline fault diagnosis assistant for the AgiBot X2 Ultra humanoid: drop in a log package, get a three-round reviewed diagnosis. Rules + causal inference + LLM agent.

gradio agent-demo-track musicgen unlimited user history metadata region:us

gradio ai-agent web-assistant browser-agent chrome-extension bookmarklet marl metacognition

gradio region:us

docker leaderboard region:us

gradio region:us

gradio region:us

gradio text-to-video video-generation LLM region:us

transformers gguf gpt llm large language model h2o-llmstudio

static region:us

gradio edge llm leaderboard llm edge leaderboard llm edge leaderboard region:us

transformers safetensors jais2 text-generation conversational ar

gguf chat text-generation en arxiv:2309.16609 license:other

transformers pytorch llama text-generation code math

gguf facebook meta pytorch llama llama-3

gguf atomic-chat gemma gemma4 google llama.cpp

One AI-picked momentum trade a day on Robinhood — stocks & options, hands off. Claude/OpenAI/Grok/Gemini picks, deterministic Python manages the risk.

An agent built with Strands deployed to Amazon Bedrock AgentCore to aid in the job hunt

Intent Agent Model (IAM) — Bob reference runtime on Google ADK. Historical V1. IAM = Intent Agent Model, not Identity and Access Management.

A token-spend profiler and cost-regression gate for AI agents.

Generative Architectural Brain Base Engine - Agentic Software R&D Engineering Kit - development, all languages, agents, platforms, with Engineering Team & Experimental Cognitive Brain, Software Engineering & Architecture Best Practices and Governance

Self-hosted multi-tenant agent platform for teams: skills, knowledge, API contracts and MCP servers live in the database and grow at runtime; big API responses are queried with SQL, not stuffed into context. Typed Python core (Protocol ports) you can embed in your own stack.

SOUL.md governance framework for Hermes Agent — structured memory, skill management, and operational rules

Local knowledge base for AI agents (hermes plugin): hybrid search over your PDFs, DOCX, sites, YouTube and Obsidian; answers grounded strictly in sources with verified citations. One-command install, cloud or fully local.

Agent-powered iterative optimization: put an AI agent in a verified improvement loop.

Structured market intelligence for Indian financial events, macro context, and sector impact.

transformers gguf causal-lm code text-generation en

从零手搓的 Coding Agent（ReAct + 工具 + 记忆 + 权限 + 上下文压缩 + 子agent + MCP），纯 Python/asyncio

RAG (Retrieval-augmented generation) ChatBot that provides answers based on contextual information extracted from a collection of Markdown files.

Pulsar2 Agent, Build a 10‑stage automated pipeline powered by AI Agent. Convert floating‑point models into out‑of‑the‑box full AX‑chip delivery packages with a single natural‑language instruction to empower algorithm engineers.

Multi-agent AI video interview platform — auto-generates interview plans from JD + resume, runs staged multi-round interviews with calibrated belief-driven follow-ups, and produces structured, compliance-partitioned evaluation reports with HR human review.

Jetson Nano edge AI vision Agent Harness: real-time video analytics, MCP tools, event evidence, DeepSeek online/offline, secure recovery

Your night crew, on Telegram. Run Claude Code, Codex or any terminal agent from a Telegram topic — one topic per tmux session. Watches the context window and the 5-hour limit, compacts before the wall, and holds prompts through a lockout instead of losing them. Python stdlib only, no relay server.

Self-hosted AI voice agent for Asterisk. Streaming STT to LLM to TTS over AudioSocket, with barge-in and tool calling.

Safe, scene-aware MCP bridge for Blender with reversible editing and visual evidence.

Tool schemas get re-prefilled on every LLM request. ContextCache compiles them into a KV cache once, stores it on disk and reuses it across users and sessions — TTFT stays near 200ms with 50 tools instead of 5.6s (Qwen3-8B, RTX 3090 Ti).