Python agents

A decoupled, zero-dependency dual-track long-term memory engine for LLM AI Agents. | 经验回想与印象整合引擎

Multi-agent HR copilot for employee self-service, policy retrieval, compliance checks, and response synthesis.

🗣️ AgentRound — 多模型 AI 圆桌讨论框架。让多个 AI 模型围绕同一主题展开多轮辩论，支持并发调用、人类实时介入、智能 Token 裁剪、Rich 终端渲染和 Markdown 导出。兼容任意 OpenAI 兼容 API。

Generate a custom newspaper with an AI agent based on your favorite YouTube channels.

Governed, auditable AI review platform: the review and approval work a team does by hand, as a webhook-triggered LangGraph agent with human-in-the-loop approval, Langfuse tracing, an eval-gated CI pipeline, and a tamper-evident hash-chained audit trail. Provider-agnostic (mock/Anthropic/OpenAI), FastAPI, Bicep IaC for Azure Container Apps.

RSI-EAF: XRPL-grounded autonomous factory. LIVE x402 merchant — pay testnet Tag 1/2. https://published-zeta.vercel.app/pay.html

Mystery AI Coach is a Discord AI assistant I built to help improve social confidence and communication skills. It learns from past interactions, analyzes conversations, tracks progress, awards XP for real-world actions, and provides personalized coaching and feedback. 🚀

个人财务操作系统：账户/流水/负债/应收款管理，Financial Engine 实时计算资产负债，LLM 配置中心 + DeepSeek AI 只读财务分析助手。Vue3 + FastAPI + PostgreSQL + Docker

gguf text-generation base_model:Kwaipilot/KAT-Coder-V2.5-Dev base_model:quantized:Kwaipilot/KAT-Coder-V2.5-Dev endpoints_compatible region:us

gguf quantized GGUF imatrix quantization imat

从 miniVERL 到 verl 0.8.0 的中文交互式实战课程：GRPO/PPO、HybridFlow、ToolAgentLoop 与 VeriCalc

Deterministic two-layer validator for LLM tool calls: stdlib structural checker in 25,000-case differential agreement with pinned jsonschema, plus the semantic contract layer where real failures live - qwen2.5-7B: 0 schema violations, 7 semantic, replayed in CI from committed data.

Ask your data. Trust the answer. — A text-to-SQL product for non-technical users.

WordPress performance audit and optimization skills for AI coding agents — Core Web Vitals, caching layers, page builders, and managed-host constraints.

AI-powered adaptive math tutor for kids (Grade 1-6) — CrewAI multi-agent pipeline with Gemini + Ollama

Guardrails for AI coding agents — scoped phases, reproducible proofs (exit 0 on the committed tree), and a bundled Multidim analysis engine. Pure Python, zero deps, local-first, Apache-2.0.

AI-powered research assistant & personal project hub

A personal assistant with chat, long-term memory, daily digests, blog/news monitoring, and paper trading. Built for multi-channel delivery, currently running on Telegram.

transformers safetensors qwen3_5 image-text-to-text unsloth fine tune

Valid tool calls from any local model — a drop-in OpenAI-compatible proxy for Ollama that guarantees well-formed tool calls and restores tool_choice.

Yandex Search API plug-in for Hermes Agent

LittleOrange Video MCP 是基于 Model Context Protocol (MCP) 的视频生成服务端，为 AI 应用提供统一、标准化的视频生成 API 调用能力。服务基于官方视频生成 API 文档封装，支持 Sora2、Veo3.1、Vidu Q3、Dreamina Seedance 2.0 等多个主流视频生成模型，内置智能异步轮询、三层工具架构（底层API映射、自动轮询工具、高层Agent工具）、完整素材管理等功能，完美适配各类 AI 客户端与 Agent 场景。

EcoHub AI is a full-stack outdoor social platform that helps users discover scenic spots worldwide, organize meetups, join outdoor communities, chat in real-time, and generate personalized travel plans — all powered by AI.

Database-to-AI automation: reverse-engineer, package as REST microservice, connect to AI agents via MCP.

Answers "where should I submit this paper?" from cited soft metadata — reviewer culture, framing requirements, real word limits — instead of model recall. 399 curated journal entries, a 166,821-journal ISSN spine, and blanks where nobody actually knows.

gguf text-generation base_model:01-ai/Yi-1.5-34B-Chat base_model:quantized:01-ai/Yi-1.5-34B-Chat license:other region:us

transformers safetensors qwen2 text-generation code codeqwen

Local A-share research, LLM decisioning, deterministic risk control, and daily simulation

Open-source financial research agent whose false-positive rate is measured, not assumed. Permutation tests, multiple-testing correction, and a published calibration study that found (and fixed) a 45% false-positive rate.

终端里的编码 agent：接任意 OpenAI 兼容模型，任务计划/子代理/长期记忆/断网沙盒

A headless jadx engine for LLM agents. Answers structured questions about an APK, DEX or JAR over a plain CLI. No GUI, no daemon.

transformers gguf ai-model-builder fine-tuned lora reallexi

Grounded multi-domain support-triage agent (HackerRank Orchestrate Hackathon). 8-layer DAG fusing ChromaDB vector + BM25 lexical retrieval, with an adversarial-critic pass that blocks ungrounded answers — 93% groundedness across a 772-document corpus.

A trained RL policy picks the sales move, any LLM writes the words. 2.7x an expert heuristic; latent injection into Gemma 4 E4B. pip install rl-sales-augment

Token_Saver_Nova: Dependency-free hooks and prompt rules that reduce token usage and cost in Claude Code agent sessions.

Multi-agent AI coding with a human merge gate — sandboxed git for agents, small reviewed diffs, your call on every merge. Works with Claude Code, Codex, or the API.

Official implementation of DoLQ, a multi-agent LLM framework for discovering physically plausible ODEs from observational data.

Deterministic CI regression testing for policy drift across model-visible tools, semantic validation, SQL compilation, database containment, and result release.

Manage your job search like a software project through GitHub with AI automation. Jobs are tracked as GitHub issues and projects. Agents scrape, triage, research open roles and update application status.

[DCOSS-IoT 2026 22nd] Stable Behavior, Limited Variation: Persona Validity in LLM Agents for Urban Sentiment Perception

LLM-driven orbital free-flyer agents — extends NASA JPL OSR (bug fixed) to 6-DOF space ops. CW dynamics · ROSA · Ed25519 sovereign attestation · swarm coordination

Curated 2026 conference papers on Claude Code and Codex CLI—benchmarks, methods, failures, exact models, and auditable evidence.

Local-first n8n workflow manager with visual graph viewer, REST API, CLI, and multi-server sync

A LangGraph agent that writes literature reviews from arXiv — every citation validated against its source chunk, and the retrieval strategy chosen by measured ablation rather than guessed.

基于 CrewAI 的团队级多租户智能体编排与管理平台，支持自然语言生成 Agent、多智能体流程编排及 Docker 一键部署。

Complete MCP server for the Langdock API - 35 tools, AutoGen multi-agent team

Autonomous AI coding agent driven by Markdown config. DeepSeek-ready, CLI + WebUI, 45+ tools, self-hosted

Autonomous cognition runtime — persistent memory, world model, planner-verifier-critic loop, LLM-powered reasoning. Python.

DeepSeek Harness 的 Python 重实现：插件内核 + 事件溯源 + 五段工具管线 + wanter（water+ant）物理经验层——纯梯度 0% 逃逸 vs wanter 100%，路径复用 ≈30× 加速

Living research radar for Agentic RAG — latest papers, adaptive retrieval & search agents, skeptical notes, and field-level synthesis.

Agentic Skills developed with Hermes Agent for use with any agent.

Agentic RAG pipeline for biomedical evidence discovery: query planning and multi-round search across twelve public databases plus citation-graph expansion, ranking by relevance and study design, and citation-grounded synthesis with disagreements reported explicitly.

Cogito: Computational framework employing a Syncretic Catalyst (synthesis) & rigorous Critique System (analysis) autonomously. Deeply accelerates your expert research on scientific literature via LLMs/ArXiv.

Personal agent skill kit, might be useful 😪

Educational Vue/FastAPI demo for structured symptom intake and pluggable AI providers. Not medical advice.

HELIX — Hybrid Envelope-multiparticle LInac eXplorer: TraceWin-compatible linac simulation with 3-D PIC space charge, matching, a PyQt6 workbench, and a voice-driven AI copilot. Built at Fermilab for PIP-II.

gguf agent text-generation en base_model:janhq/Jan-code-4b base_model:quantized:janhq/Jan-code-4b

Evidence-first deep research skills for AI agents, with source tracking, citations, contradiction checks, and uncertainty-aware synthesis.

ADA Creative Co. Agency OS delivers 20+ AI roles over MCP (Model Context Protocol) and a retro Pixel Office Web Visualizer.

Servidor MCP com dados públicos brasileiros: IBGE, Banco Central, INMET, Câmara dos Deputados e Senado Federal

Turn any AI coding agent into a KiCad hardware design assistant - instruction library + stdlib-only verification tools that catch what ERC misses

A secure, containerized Model Context Protocol (MCP) server that bridges any MCP-compatible client with a full-featured Kali Linux environment for authorized security auditing.

Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to profiles, companies, jobs, and messages.

An LLM web-chat scraping tool that mimics API functionality, supporting a wide range of Large Language Models. 一个模仿API功能的LLM网页聊天文本抓取工具，支持多种大语言模型。

Free Web Search for AI agents. Search and fetch the public web with DDGS, SearXNG & Jina — no paid search API required. Reduce Tavily/Firecrawl credits and cut agent research costs.

Structural prompt analysis + output testing + rewriting. Model-agnostic via LiteLLM. FastAPI service.

gguf code text-generation dataset:JetBrains/KStack base_model:JetBrains/CodeLlama-7B-KStack base_model:quantized:JetBrains/CodeLlama-7B-KStack

Organize your Mac Downloads folder by project, not by file type. Renames opaque PDFs (arXiv IDs, UUIDs) to their real titles. Claude Code skill + CLI. No delete in the codebase; one-command undo.

Knowledge-base agent demonstrating local embeddings, retrieval, tool use, and OpenAI-compatible loops.

Touch ID confirmation for AI coding agents on macOS. Pair with sandboxes for defense-in-depth against prompt injection.

A local-first personal AI agent with a living memory: remembers you, uses your computer, and builds automations you can watch run. Works with Claude, OpenRouter, LM Studio, Ollama.

Open-source biomedical research agent with 60+ offline tools: variant interpretation. Use via web chat UI or MCP (DeepSeek-harness compatible).

Self-owned TerminalBench 2.0 coding-agent harness with a Rust Worker, Harbor/verifier-grounded evaluation, and guarded Heuristic Learning.

Drop-in alignment rules for any AI agent (Claude Code, Cursor, GitHub Copilot, OpenClaw, Hermes or a plain LLM system prompt): the eight constitutional clauses of Laukkonen et al. (2025) for four contemplative axioms, quoted verbatim, with an Iterated Prisoner's Dilemma benchmark to measure what a prompt changes.

Autonomous long-form serial fiction with auditable LLM agents, persistent narrative state, immutable revisions, and reader-mechanism research.

gguf qwen3_5 code coding coder qwen

gguf chat text-generation en license:other endpoints_compatible

Open-source Solidity security auditing framework with a 6-agent CrewAI pipeline for adversarial analysis, attack modeling, verification, and audit reporting.

Agent-Creator is a framework for building and experimenting with multi-agent systems powered by Microsoft’s AutoGen. The project demonstrates how autonomous AI agents can collaborate, communicate, and solve tasks in a simulated environment. The main file world.py acts as the orchestrator, defining agent behaviors, interactions, and workflows.

Self-healing prompt engineering. Autonomously test, converge, and translate prompts across 447 AI models.

The agentic, local-first job-application agent — runs on Ollama, never submits, never lies.

A markdown-based agent operating system for AI-assisted cold outbound. Draft-first: nothing sends without explicit human approval. Point it at any market.

Python toolkit for parallel Claude and LLM agent orchestration with local state: consensus voting, stigmergy, and boss-worker workflows

AI-powered terminal assistant that suggests or executes bash commands from natural language.

Brain-Computer Interface control system — routes neural signals to desktop, mobile, IoT, and embedded devices with AI-powered command execution

transformers safetensors lfm2 text-generation instruct chatml

An offensive security fuzzer for LLM agents that systematically tests prompt injection across user input, indirect content, memory, and tool definitions, with a focus on whether an injection causes unauthorized agent actions.

gguf qwen3.5 rocmfpx function-calling text-generation base_model:JamieBradfield/qwen3.8-9b-hermes-function-calling-v1

Autonomous vulnerability discovery engine. An LLM fleet proposes; eight deterministic oracles prove. Findings are reported at the rung the evidence reaches, and every finding states what was NOT established.

Event-based long-term memory for LLM agents — associative surfacing over query RAG. Closed-loop episodic events, budgeted injection, tiered forgetting. Claude Code hooks + DeepSeek Harness plugin, one shared .memory/ format.

Autonomous engineering control plane: a five-tier hierarchical multi-agent DAG (Supervisor > Managers > Workers > Validator > Reducer) that follows software changes from PR to production - evidence-driven, provenance-preserving, spec-driven.

Noetrium: Reproducible Research Infrastructure for AI Agents - experiments, models, environments, evidence, recovery, evaluation, and verification.

Official code for "Every Answer Has Its Own Path: Agentic Routing for Retrieval-Augmented Table Question Answering" (EMNLP 2026)

Multi-agentic biomedical literature evidence extraction, curation, and summarization from PubMed/PMC in Open Knowledge Format (OKF) for downstream machine learning, feature selection, and agentic applications.

Agent skills and runtime plugins maintained by Chris A. Kim

Software engineering agent workflow as an executable graph: 22 skill nodes, 33 edges, a CI-runnable validator, a resume-capable runner protocol, and 30 drop-in skills

static region:us

transformers safetensors llama text-generation mergekit merge

Autonomous coding harness with a hardened, sandboxed execution environment

Self-healing web crawler — compile your LLM scraper into free, deterministic code that auto-heals when a site's layout changes.