Python agents

transformers safetensors qwen2 text-generation text-to-cad code-generation

gguf code text-generation dataset:JetBrains/KExercises base_model:deepseek-ai/deepseek-coder-6.7b-base base_model:quantized:deepseek-ai/deepseek-coder-6.7b-base

面向《崩坏：星穹铁道》的配装配队优化：已成体系的战斗模拟 DSL 文档与多源数据管线；仿真引擎（干净设计：事件总线 + 闭合关键字 DSL）与 autoresearch 式 agent 开发中。

Evidence-driven Kubernetes root-cause analysis agent built with LangGraph and MCP

Bounded Agents: Delegation Security for Multi-Agent AI Systems - Reference Implementation and Evaluation Artifact

Production reliability, benchmarking, and evaluation layer for MCP agent runtimes — protocol negotiation, A2A interop, circuit breakers, connection pooling, adaptive streaming, and autoscaling, with measured throughput/latency and a 109-test suite.

Nine-agent AI framework automating quant research from hypothesis generation through leakage-aware backtesting

GraphRAG Lore & World-Building System

FinSight AI is a multi-agent due diligence platform that turns real SEC 10-K filings, live financial metrics, and news into concise analyst-style reports with risk assessment, investment signal, and downloadable PDF

Open-source, privacy-first observability runtime for multi-agent AI systems across frameworks, providers, OpenTelemetry, and durable transports.

Multi-agent data analyst — CrewAI agents that write and run SQL, analyse results, draft executive reports and build Plotly charts from natural-language questions over any uploaded dataset.

Chat-first film preproduction skill for Codex: director-room ideation, story/script/shot design, visual review, model-specific prompts, and verified releases.

Provide and generate AI agent prompts with industry guides, glossaries, and multi-provider LLM support for scalable, automated content creation.

Structured multi-step orchestration for MCP agents: adversarial lenses, reusable SOP workflows, and persistent traces.

Lossless wire format for agent-to-agent handoffs. 36.6% fewer real cl100k_base tokens on held-out ToolBench, every byte of decode overhead counted, byte-exact round trip.

Agent Skills for Codex: multi-agent routing, image generation, publishing and local workflows｜Codex Agent 技能合集

多 Agent 组织型全栈开发集群运行时（Python + LangGraph）：12 岗位 / 7 类会议 / 审批门 HITL / YAML 流程 DSL / 六步自我进化闭环

面向 CUMCM 的 8 阶段多 Agent 数学建模工作流，支持人工审批、版本检查点、独立 benchmark、CLI 与本地 GUI。

Shared HTTP control plane for Chronicle traces and TokenOps spend: one SQLite, one UI. Agents never open the database file.

Local CLI and daemon for supervising collaboration between Claude Code, Codex, Grok, Gemini, and other AI coding agents over MCP. Supports work directory sandboxing preventing unexpected writes by reviewing agents.

A map showing where the pieces for growing an AI family live. Non-runtime, no install, every part works on its own.

智多星 · 企业级多 Agent 平台 — 自然语言驱动知识问答、数据分析与业务执行，RBAC + 审批 + Saga 护栏 | Enterprise multi-agent platform: RAG, data analysis & business execution with RBAC, approvals & Saga

Several AIs debate a topic while you moderate — self-hostable, and it runs on your own local models. Open-source (AGPL).

Model-agnostic autonomous coding agent engine with Claude Code capabilities, subagents, and an 18-target cross-agent SSOT harness

LWA Conduit — DAG parallel orchestration with multi-CLI role routing. Repo: lwa-conduit · PyPI: kiro-conduit

Read-only Codex token auditing, adaptive model routing, and experimental Sol-Terra-Luna orchestration skills.

A from-scratch Python agent harness: tool orchestration, multi-agent routing, session lifecycle, event-driven hooks, and cross-session memory recall.

Agentic MCP server for European seismic hazard & risk. 24 tools over ESHM20+ESRM20: hazard, UHS, CMS, fragility, damage, AAL, conditional-spectrum record selection (ESM), user-defined GMMs per TRT, browser front-end. OpenQuake-backed, stateful 4-tier cache. Companion to Vemula, Jehel, Cotton, Gatti (2026).

MEOK AI Labs MCP Server

🤖 operational-ai-agents · ⚡ 13 agentes para Claude Code · 🧭 repository-evolution · 🏗️ legacy-modernization · 📡 curriculum-evolution · 🌐 portfolio-publication · 🛡️ security-remediation · 🩺 incident-root-cause · 👤 professional-profile · Contrato + gates humanos + evidencia verificable · 39 evals deterministas · Zero-deps · Cross-platform 🐧🍎🪟

Self-hosted AI copilot for OpenWrt router monitoring, diagnostics, management and network operations.

Same you, every coding agent.

Cross-cutting design & typography skill engine with an anti-AI-slop doctrine — deliberate, human-crafted type, colour, layout & UI. Referenced by every Chwezi engine.

telegram userbot uses DanyAPI for chating

Livis（理想同学）与 Hermes Agent 的非官方社区适配器

IQ-free LLM-controller for online automatic modulation recognition (AMR): the LLM plans deterministic RF tools and never sees raw IQ. Code, results, and figures.

Benchmarking search agents for closed-corpus, multi-hop retrieval over visually rich documents.

Your genome, labs, prescriptions and wearables sit in silos that never compare notes, so contradictions go unnoticed. This reads them against each other, with the source behind every answer — one local engine behind a web UI, a CLI, a Claude skill, and an Ouroboros plugin.

safetensors qwen3 speculative-decoding dspark dflash draft-model

peft safetensors cybersecurity compliance gdpr rgpd

Bo cham diem AI Agent dung Skill/Tool cho AutoCAD - Civil 3D - Revit BIM cau. 48 case, 6 hard gate, 197 test cho chinh bo cham.

Multi-AI discussion tool. Claude, Gemini, and ChatGPT debate, discuss, and build on each other's ideas live in your terminal.

A platform for studying how LLM agents evolve communication under constraint — multi-agent simulations, an event-sourced run log, and post-hoc evaluation metrics.

Research-oriented cognitive AI architecture exploring memory, reasoning, planning, and adaptive learning using local LLMs.

Active Inference simulation framework for ant colonies and other decentralized multi-agent systems — models foraging, trail formation and task allocation with multiscale sensory/motor/learning agents, and maps runs onto real ant species for validation.

Aurogene - self-evolving digital mind

A kernel for concurrent multi-agent software development. Allows multiple agents to edit a shared worktree simultaneously

🛰️ Autonomous multi-agent AI trading system for XAUUSD (Gold) & BTCUSD on MT5 — quant ML ensemble (XGBoost/LightGBM/LSTM/HMM) + GenAI bull/bear debate + PPO reinforcement learning + live behavioral risk manager. 9 microservices, Next.js dashboard.

Agentic AI co-pilot for crypto-exchange financial crime investigations: entity-network mapping, RFI contradiction checks (roadmap), and regulator-grounded SAR drafting over a tamper-evident audit trail. Synthetic-data research prototype.

Agentic AI for biologically grounded morphological feature design from microscopy — designs, implements, and validates compact cell-profiling features. Includes a desktop Qt UI demo.

Local, private job-search board. Runs in Docker, no setup. Add jobs from the board, the command line, or by handing a job link to an AI assistant that checks eligibility before it files anything.

transformers gguf text-generation license:gemma endpoints_compatible region:us

An extensive Model Context Protocol (MCP) server that drives Aseprite headlessly: draw pixel art, build animations, manage layers/frames/tags/cels/palettes/slices/tilemaps, apply effects, render text, and export to PNG/GIF/sprite sheets. 96 tools.

Production-ready RAG for codebases using AST parsing, hybrid search, and LLMs with precise file & line citations.

Multi-account Gmail MCP server — unified search/read/draft/labels across N Google accounts. Read + draft only by design (prompt-injection resistant).

gradio mcp-server region:us

transformers gguf code codeqwen chat qwen

gguf text-generation base_model:deepseek-ai/DeepSeek-Coder-V2-Instruct-0724 base_model:quantized:deepseek-ai/DeepSeek-Coder-V2-Instruct-0724 license:other endpo

Reinforcement learning on LLMs in multi-step text-based environments.

A deterministic pipeline that diagnoses, explains, and safely auto-fixes failures in LLM agent systems.

Multi RAG File System using Groq, Huggingface, Llama Index, Langchain

A sophisticated, AI-powered trading system that combines traditional technical analysis with modern machine learning, multi-agent AI systems, and intelligent risk management - all wrapped in a beautiful, mobile-friendly dashboard! 🚀

The Customer Support AI Agent is a Python-based solution designed to monitor product prices on an e-commerce site. By utilizing an ARIMA model, it predicts future prices and sends notifications to customers when the price of a product is expected to drop in the next 10 days.

ReadmeCreator automates the generation of README.md files using graph-based workflow. Supports Ollama, OpenAI, HuggingFace and Anthropic models.

Outcome-driven skill self-evolution framework for AI agents.

An Extremely simple agent framework just like OpenManus but much more easier to develop and faster to use

CTX (Context Transfer Format) — universal interchange format for LLM web content consumption

Local RepoGPT using Ollama + FAISS (RAG) + FastAPI Web UI. CPU-friendly AI assistant for querying code repositories.

Application for explaining difficult to understand textbooks based on Yandex Cloud API (YandexGPT-Pro, Yandex-OCR)

Memo MCP: intelligent journaling w/ LLMs, querying with RAG and data indexing. Retrieve past context for new conversations.

一个自动化密钥检测工具，对文件进行分析并提取潜在密钥。本项目获得DataCon2025软件供应链安全赛道第5名。

Multi-zone disaster relief AI env for Meta PyTorch OpenEnv Hackathon. 4-stage pipeline: PyTorch ZoneScorerNet -> Triage -> Planner -> Action Agent. False SOS detection, cascading failures, airlift precision.

Exploring the cognitive architecture and design of a multi-agent system leveraging Large Language Models (LLMs) for scalable workflows.

Crucible Open Source (Basic): a minimal legal-agent orchestration framework (JP-law focused baseline), with mock-ready pipeline, prompt templates, and configurable adapters.

Cognitive architecture for emergent AI identity — blank slate to selfhood through lived experience

This project is designed to collect, analyze, and summarize news articles using AI. It integrates multiple news sources for collection and uses AI models such as DeepSeek and Gemini for analyzing the content. The system interacts with the AI to provide insights.

Intelligent weather agent powered by LLM and MCP protocol. Provides real-time weather data, forecasts and historical information through natural language queries using Groq, LangChain and multi-API orchestration.

SynapSense: Python In-Context Learning for Large Language Models SynapSense is a cutting-edge Python library designed to streamline the implementation of In-Context Learning (ICL) with Large Language Models (LLMs).

Scrapes newly posted jobs from a variety of sites and an ai agent filters them based off of the users resume.

A simple local python AI chatbot using HuggingFace inference API and streaming/history with Redis

AstrBot 宿主上的多 Agent 编排内核：TaskAnalyzer → AgentCoordinator → SubAgent 三级调度 + MCP Bridge + Shipyard 沙盒；435 单元测试 / 99% 覆盖 / ruff+mypy+bandit 全绿

A demo app showcasing different architectural patterns commonly used when creating chat apps or agentic workflows with an LLM

Various OpenAI projects and experiments implemented in Python. Utilizes all OpenAI APIs to test different models, fine-tuning approaches, and implementation patterns for production applications with comprehensive functionality tests.

RAG-Enabled Voice AI Agent for Calm, Clarity, and Everyday Emotional Guidance

Prompts, skills, and agents that survive contact with real workflows. No vendor loyalty. Occasionally heretical. 🧙🏻‍♀️

Self-hosted AI assistant with web interface, integrated autonomous agents and sandboxed execution

DeterminAI is a deterministic, transactional AI execution engine that provides immutable, event-sourced workflows for AI systems.

OpenClaw Bootstrapping Benchmark is an automated test suite that evaluates how well local LLM models (served via Ollama or compatible OpenAI-API endpoints) can complete OpenClaw's first-run "bootstrapping ritual".

This is a File system mcp server that could allow an LLM to read and list files from a specified safe directory on your local machine.

Async Python implementation of the Claude Code agent harness — real Bash/Read/Glob/Grep tools, three-tier caching, multi-stage compaction, allow/ask/deny permissions, Pre/PostToolUse hooks, slash commands, subagent isolation. OpenAI + Anthropic + Ollama. ~1.9K LOC, 14 commits.

An agentic AI system for intelligent, resume-driven personalized outreach using LLMs. It reads resume, finds relavent HRs and pushes generated mails to google mail's drafts

SAGE: Self-Adaptive Goal-directed Executor — A multi-tool LLM agent with DAG-based hierarchical planning, ReAct reasoning, and evidence-guided self-correction for automated research synthesis. Built from scratch, no frameworks.

A simple standardized way of providing and discovering downloadable skills that teach LLMs how to interact with a site.

Chat template support for training.

A high-performance, completely free and open-source command-line interface (CLI) that connects your local or cloud LLMs to the open web. It allows your AI models to search the web in real-time, pulling in actual search results to answer your prompts accurately without relying on outdated training data.

This project implements a travel chatbot powered by the RAG (Retrieve and Generate) chain, providing real-time information retrieval using various tools and the ability to fetch weather reports.

AskGPT is a real-time AI assistant that enhances your calls, interviews, meetings, and lectures by providing instant AI-generated insights. It captures live audio, transcribes speech into text, and generates context-aware responses—all in real-time!

Vision-grounded RAG agent for financial documents, built on a self-finetuned ColPali and LangGraph.