Python agents

docker openenv reinforcement-learning rl-environment region:us

static region:us

docker region:us

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

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

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.

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.

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

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。

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.

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).

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

telegram userbot uses DanyAPI for chating

Livis（理想同学）与 Hermes Agent 的非官方社区适配器

gguf text-generation base_model:Qwen/Qwen3-Coder-30B-A3B-Instruct base_model:quantized:Qwen/Qwen3-Coder-30B-A3B-Instruct endpoints_compatible region:us

Manusclaw: Unleash self-reasoning CLI beasts to execute code, browse the web, and dominate tasks — across 12+ messaging channels, with voice wake, live canvas, SSH control, and multi-agent routing. No limits. Pure power.

Drop-in MCP server that records real per-session agent cost/token/tool metrics and renders a Context Window Explorer over an actual MCP handshake

Official implementation of LifeMem: longitudinal memory for more faithful, diverse, and dynamically evolving LLM agents.

A high-performance AI coding agent.

Whose Side Is Your Agent On? PrincipalBench — a multi-turn benchmark and post-training methods (prompt scaffold + per-token-KL distillation) for multi-party principal loyalty in LLM agents.

An agentic AI project for patent discovery, trend analysis, and innovation forecasting using OpenRouter, OpenSearch, and CrewAI.

Inter-agent security firewall for multi-agent AI systems: runtime prompt-injection filtering, Ed25519 trust attestation, and capability enforcement for LangChain, LangGraph, CrewAI, and AutoGen. pip install inter-agent-guard

🤖 Free open-source coding agent — like Claude Code, but powered by Hugging Face's free Inference API. No paid keys, just pure AI. Built with Python, Gradio, and LLMs.

A homebrew Agent framework.

Governance harness for decision-making systems with structured review, epistemic honesty, and retrospective calibration.

safetensors qwen3 speculative-decoding dspark dflash draft-model

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

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.

中文 Agent Skill：陪普通用户用 Hermes Agent + Weixin iLink 五步搭建自己的微信 AI 助手，可选知识库、受控 Codex 编程与日常自动化。支持 Codex / Kimi Code / Claude Code / Hermes 安装，默认最小权限。

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

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).

Agent skill + Python helper for the iKuai router private API — 14 domains, 105 verified func_names

Open map data for your AI — free, no account, no API key. MCP server for Overture Maps: places, geocoding, routing.

Self-hosted, MCP-native web-search backend for AI agents: SearXNG meta-search + RAG with citations + GitHub project selection + Tavily-compatible API. Free & local.

docsforge — Crawler and Adaptive Harvest for Technical Documents like Code Language , API , Technologies. Search -> Identify URL -> Crawl -> Harvest Documentation

AI-powered IDA Pro REST API with 90+ endpoints. Autonomous RE agent, swarm worker, full SDK coverage.

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

transformers safetensors qwen2 text-generation unsloth code

From engineering intent to accepted work: native decomposition, HMAC-sealed atomic task contracts, bounded TaskMesh execution, and verifiable acceptance across Codex, Claude Code, Grok Build, Kimi, and Cursor.

Open-source Python framework to build, orchestrate and deploy AI agents: multi-provider, tool calling, RAG memory and desktop distribution.

A file-based governance harness that turns loose research ideas into proposals that hold up. Makes three things checkable: which page a claim rests on, what would refute it, and what the AI just changed. Human stays the sole adjudicator. Bilingual (EN / 繁中).

AI-powered resume generator: parse, polish, preview & export. Built with Streamlit + LangChain + Playwright — JD-aware optimization with offline fallback, 3 templates, PDF/Markdown export.

Multi-tenant WhatsApp AI agent platform — deploy intelligent agents on WhatsApp with LLM support, MCP tools, and production-ready infrastructure.

基于 LangGraph 的多智能体深度研究系统，自动搜索、分析、撰写结构化研究报告。

[ASE 2026] MultiFixer: A Coordinator-Proposer Based Multi-Agent Framework For Fixing Multi-Hunk Bugs

Self-hosted multi-agent workflow orchestration for Feishu/Lark with authenticated dispatch, retries, file intake, and traceable runs.

An AI-powered multi-agent platform that validates startup ideas through market research, competitor analysis, risk assessment, MVP recommendations, and go-to-market strategies.

Capability-first vertical agent framework with policy, approvals, workflows, tracing, evals, and an interactive visual lab.

🖥️ 本地优先的自主 AI Agent 工作台 —— 分层规划 + ReAct + 自我纠错 + RAG 知识库 + MCP 协议。Web 工作台 / CLI / 三平台桌面版，支持 OpenAI·Claude·DeepSeek·Kimi 等 10+ 模型，数据不出本机，MIT 开源。

天机(Tianji):多 CLI 编程助手编排框架——六角色机械流水线(总控/分配器/监控器/架构师/实施者/审核者),账本单一真源,机制化不靠自觉

Hands-on code and examples for Week 5 of the Ready Tensor Agentic AI Developer Certification Program – building agentic systems with LangGraph, custom tools, and multi-agent workflows.

Forge – The AI Execution Layer

Self-hosted AI assistant with voice interface, persistent memory, and multi-step reasoning. Built on Python with local-first architecture — no cloud dependency, no data leakage.

The first reference monitor for autonomous AI penetration testing agents. Mandatory enforcement, not prompt-based guardrails. Patent pending.

AI agent that recovers failed payments: root-cause diagnosis (rules-first + LLM tail), EV-ranked interventions, deterministic guardrails, payment-link execution — every action on a hash-chained ledger. Pre-registered eval: +10.24pp recovery vs tuned-naive baseline.

Production-shaped agentic AI customer support platform: LangGraph + Gemini agent, RAG over Chroma, MCP tool calling, JWT auth, RAGAS eval dashboard, Prometheus/Grafana observability.

Cost-aware multi-agent LLM orchestration with dynamic communication topology, per-round agent selection and a self-halting manager.

Multi-agent AI shopping assistant built with CrewAI, Groq, Streamlit, and live product search for intelligent product research, comparison, and recommendations.

🧙‍♂️ Local-first autonomous data analysis agent. Private, self-correcting, and evidence-backed analytics powered by DuckDB, Polars & local LLMs.

Hire AI agents, give them jobs, watch them work. A local-first console where agents own a queue, use real tools, and pass a quality gate before any task counts as done. Zero dependencies, runs fully offline.

AI数学建模竞赛助手 | 输入题目、自动生成论文框架+建模思路+Python代码+LaTeX模板 | MCM/ICM/CUMCM | DeepSeek驱动

Run local LLMs fully offline - chat, coding agent, image & music generation, knowledge/RAG, voice. Privacy-first, one CLI, no cloud required.

gguf facebook meta pytorch llama llama-2

MCP server for Windows desktop automation. Incremental perception instead of a screenshot per step: measured 16.9x fewer tokens per action than the alternatives, with the benchmarks to check it.

QVS-RAG

Saarthi is an AI-powered, voice-first assistant that helps citizens discover and understand government schemes with face authentication, secure PII handling, and a Streamlit UI powered by LangGraph and local LLMs.

Most AI writing is fluent slop. Writing Agent turns a topic into a publishable, well-sourced article or book that argues a real thesis and self-critiques until it isn't slop - autonomous, model-agnostic, local-first.

Restore and upscale images in ComfyUI using native nodes for the SeedVR2 1.4B model.

One-pass agentic inbox triage: classify, summarise, extract tasks and draft replies in a single run. Draft-only — no send scope exists, enforced by test. BYOK across 6 LLM providers incl. fully-local Ollama.

Verified DFT workflow MCP toolchain: dual-engine (GPAW/QE), convergence gates that actually gate, runtime results-vs-Materials-Project reconciliation, full evidence chain.

Official repo for of the ACL 2026 paper "Peering Behind the Shield: Guardrail Identification in Large Language Models"

Local-first RAG over your own document library (PDFs, papers, books, notes). Grounded answers with inline citations, eval harnesses that measures retrieval quality, epistemics and per-answer provenance.

A 7-layer architectural blueprint for building reliable, observable, and scalable agentic AI systems in production. Separates concerns like orchestration, context, security, and monitoring to ensure both agent behavior correctness and system performance.

Architectural experiment: one-sentence to full novel in minutes. Layered state machine + Multi-Head parallel audit. Inspired by diffusion models and Transformer attention. MIT.

跨产品 Agent 任务接力与委派。本机环境适配、额度切换、静默/可见 invoke。Claude / Grok / Kimi 等。

Autonomous multi-agent due-diligence desk — LangGraph orchestration, agentic hybrid RAG, MCP tools, and a self-improving LLM-Ops loop.

Local-first AI project memory and control runtime for evidence, privacy, model routing, human approvals and cross-harness handoffs.

Your AI coding crew in one Windows terminal - run Claude Code, Codex, opencode & Antigravity as a real team (lead + workers) in a native psmux cockpit. Event-sourced, no WSL, no API keys.

Lightweight terminal coding agent - drives a small local model or a frontier model with minimal context usage

peft safetensors gguf lora knowledge-distillation coding

Secure local REST, CLI, MCP, and agent bridge for IDA Pro 9.x

A chat bot which makes use of multiple RAG collections/metadata field filtering, and multiple LLMs for model orchestration

Aegis — Self-healing incident-response agent (LangGraph, sandboxed fault-replay verification, deterministic policy gate, HITL, evals)