Python agents

OpenRag - OpenRAG turns private documents into a secure AI knowledge system

Local multimodal semantic search for large documents with complex diagrams (like datasheets)

Vidify is an ASR-first video understanding agent that turns YouTube, local files, and live streams into timelines, searchable Q&A, reports, and highlight clips

A knowledge graph in the Postgres you already run — multi-hop traversal, mutation, and vector search via recursive CTEs on two plain tables. No graph database, no extension.

Kinetic Trust Protocol (KTP): environment-derived authorization for autonomous agents — authority recomputed from current conditions, never issued in advance, under A ≤ E. 27 RFC specifications. v2.0.0 "Gödel".

Lightweight browser automation CLI + MCP server driving your everyday Chrome via the extension chrome.debugger API — keeps your login state, no --remote-debugging-port

Your self-hosted personal AI agent — an agentic OS for one person: chat, autonomous goal loops, memory, knowledge base, skills, automation, MCP in both directions, and a permission-gated app platform. Local-first, provider-agnostic, MIT.

transformers safetensors qwen3_5 image-text-to-text mcp tool-use

🔍 Rebrief - Compress your repository into a clean, AI-ready Markdown summary. Reduce token waste and give LLM agents a sharp roadmap of your codebase.

Executive-ready slides, one API call away. API-first AI presentation engine with 32 slide types, 24 chart types, 15 themes, finance vertical. PPTX + Google Slides. MCP server for AI agents. TypeScript SDK.

The first MCP server for sports betting — 9 tools, live odds, AI picks, 59.6% win rate across 1,353+ picks

SOIA 技能生态门户：规范真源、技能目录与跨仓路由清单

Self-hosted AI analysis harness that turns GitHub repositories into validated SysML v2 and interactive architecture graphs.

Mines corrections from your AI agent's chat logs to catch recurring drift and overclaiming before the next response ships. A cheap-to-expensive pre-flight gate — regex, then structured scoring, then a pressure probe — plus memory that carries past corrections into similar tasks. MIT, zero dependencies.

Transforms unstructured information into a structured Exploration Dashboard

🧾 Agentspecs - YAML-based specifications for AI agents, MCP servers, Skills, Guardrails and more...

MCP server for scientific grounding: search arXiv, OpenAlex, Crossref, Semantic Scholar, PubMed — references/citations from paywalled journals via public metadata

Open your AI agents' black box. The waste is between your agents, not inside them. Four deterministic detectors over one trace file, priced from real usage fields. Hosted at boxdawn.com.

A governance layer for AI agents. Decides what the agent may do and may claim; it can't overrule either. Wired to a live broker. Risk gate I broke 4 times myself.

Run an always-on SEO/AEO growth loop on your own site with Claude: pulls GA4 and Search Console signals, proposes fixes with the reasoning attached, applies approved changes to WordPress, verifies they landed, and learns from outcomes. Every write is human-approved. MIT, no telemetry, no scraping.

面向扫地机器人售前、售后与使用报告的多工具智能客服 Agent：基于 LangChain/LangGraph、通义千问、Chroma RAG、SQLite 与 Streamlit，集成知识库安全入库、浏览器定位、实时天气、会话用户及设备使用记录查询，并提供可审阅工具追踪、动态 Prompt 与 Recall@K/MRR 检索评测。

telegram AI that runs on your account. Answers in groups and PMs from personal account

Build your own AI friend.

Hermes Agent on Android — a community mobile port built with Python and Flet

Agentic exporter and runner for internal network pentesting, autonomous host discovery, patch/vulnerability state collection, and server/application inventory, surfaced as structured findings for the Lorikeet Security platform.

AI Engineering on Couchbase. Building AI and Agentic Apps with Foundation Models. Downloadable Book, Notebooks and Example Applications.

The interaction primitive.

AstrBot plugin bridging DeepSeek Harness (DSH) agents — AstrBot 插件：桥接 DeepSeek Harness 智能体

Yana AI 🐰 One runtime. Any AI. Human-governed. A local-first, cross-platform system for running, connecting, orchestrating, and governing AI — with deterministic control over what it can access, change, and execute. Your AI can act. But who decides how far it can go?

A modernized fork of Stable Diffusion WebUI Forge — Gradio 6, Python 3.12, transformers 5, self-bootstrapping single-script deploy.

Route ChatGPT context into local Codex workers.

Codex 隐藏路由模型无限调用指南:启用服务器下发的隐藏模型(如 gpt-5.6-sol-wm)不消耗额度,跨平台 macOS/Linux/Windows,含每小时自动同步脚本

Self-hosted, open-source AI meeting assistant: live speaker-diarized transcription plus AI agents that surface questions, objections, opportunities, and action items in real time.

Codex Agent Skills for image generation and photo editing: Genshin-Inspired Photo, Liminal Journey Film Photo, Torn Cartoon Window, and Vintage Fashion Plate Poster.

Fully offline RAG system for PDF question answering and summarisation — Ollama, LangGraph, Qdrant. No cloud calls.

Windows/macOS handoff packages for configuring DeepSeek as a native Codex subagent with verified routing and safe uninstall.

A coding agent that jails model commands and uses editable state machines for long-running tasks

Rules your coding agent physically cannot ignore. Claude Code hooks that DENY the tool call and BLOCK the reply - stopping reactive patches, guessed citations, and premature 'done' claims. Also works as an LLM-agnostic rule pack.

Claude skill for spec-driven development: interviews you one question at a time until your unknowns run out, then harvests and verifies real open-source components. Turns an idea — or a half-planned project — into a PRD you can build from.

本地优先的桌面 RAG 知识库应用，基于 Tauri、Next.js、FastAPI 构建，支持本地 Embedding、SQLite、Qdrant 向量存储、Ollama/OpenAI 兼容 LLM，将本地文档转化为可检索、可追问、可引用来源的私有 AI 知识库。

Hermes Agent plugin — private local code memory for your repos (semantic search, file reads, grounded Q&A)

多租户 SaaS 智能体

Healthcare & Life Sciences AI Factory - Precision Medicine to Drug Discovery Platform on NVIDIA DGX Spark

The memory database for AI agents - graph memory, hybrid search, tamper-evident thought/edge journal.

Open a browser tab — you're now driving your computer. Live remote desktop + real PTY shell (Claude Code, vim, top) + on-device voice. macOS and Windows, every machine you own behind one URL and one password. Self-hosted.

gguf llama.cpp rocm gfx1151 strix-halo amd

gguf TeichAI qwen3 unsloth text-generation en

AI-powered middleware for Combodo iTop that reduces ticket back-and-forth and helps engineers start working faster.

Self-hosted AI agent for Garmin Connect. Analyze health & training data, build workouts, use Telegram or local LLMs.

Three Agentic Skills for Matrix: encrypted chat with a daemon that follows rooms live, Synapse homeserver administration, and content guidance for announcements. Chat works with any homeserver; administration requires Synapse.

在 A 股做程序化交易，工具要么笨重，要么太野：点十下鼠标下一单，或者一行脚本直通柜台。qmtcli 把 QMT/miniQMT 包成本地 JSON CLI——行情、账户、下单全部机器可读，每笔交易都从护栏里过。速度交给程序，分寸也交给程序。

Experimentary prediction analysis for real world events (Iran Israel)

Same image, same prompt: 15 AI-built Blender scenes across GPT-5.6 Luna, Terra and Sol, with renders, scripts, editable scenes and audited telemetry.

Hypothesis-driven problem solving for AI agents: probe, falsify, escalate — never blind-retry. MCP server + agent skill built on Newton, Popper, and NASA's P10

MCP server for GDScript semantic analysis via Godot's built-in language server

A local-first operating layer for founders, on Claude Code. Six markdown files run your business; the AI reads them every session. Free, MIT, no lock-in.

Controlled coding-agent harness ablations with auditable traces, reproducible evidence bundles, and SWE-bench interoperability.

Public APIs, agent-ready — verified, no keys, no signup

Conversational AI video clipping with multimodal LangGraph pipeline — vision, audio, and text agents for viral short-form content generation

herdr plugin: color-coded agent status counts (blocked / done / working / idle) in the Ghostty tab title

After distilling Fable 5, the output is an indexed CLAUDE.md + on-demand rules + skills, an executable specification designed for weaker model sessions.

31 opinionated GTM skills for Claude Code & GitHub Copilot — a complete revenue engine spanning discover, design, position, amplify, launch, optimize, and RevOps phases.

Validate ideas with AI personas + Reddit/HN/GitHub research. Optimize loop inspired by Karpathy's Autoresearch

Open skills, harnesses, hooks, and verifiers for giving probabilistic AI a control layer.

Curated prompt templates and specialized agents for AI orchestration systems. 29+ agents across development, research, business, and creative domains.

A local handoff gate and human-confirmed, verified /new controller for managed Kimi Code sessions.

The first open evaluation framework for AI continuity. 250 narrative tests, 1835 verification questions, 10 checkpoints. Benchmark for AI memory systems, stateful agents, and long-term context persistence. No LLM in the evaluation loop.

🤖 A curated collection of modular, plug-and-play AI Agent Tools & Model Context Protocol (MCP) server connectors for Python and TypeScript.

Recovers the original goal of a long Claude Code or Codex session from its first user turn, so you can restate it before continuing — plus a prompt wrapper that adds evidence and hedging constraints to evaluation prompts. Deterministic, local, no model calls. Experimental.

A deterministic linter for agent runs — reads the execution trace and flags structural bugs (ignored errors, schema violations, loops) with evidence. No LLM judge.

Local-first long-term memory for AI agents - plain Markdown vault + thin MCP server. CJK-aware BM25, token-efficient by design.

Git worktree + AI agent orchestration for parallel development workflows

Full-stack operations console for observable, human-in-the-loop Agent workflows.

Universal harness-free AetherMind continuity primitive for agent work.

Prompt based video editing tool - Describe your edits in natural language and let AI edits the video for you

Local-first flight recorder for AI agents: every LLM call, tool call, cost, and loop captured by a transparent proxy. Zero code changes.

11-layer institutional flow confluence trading system — intermarket, volume profile, liquidity, order flow, sentiment, LLM evaluation. 14-page Dash dashboard with execution engine.

Best Toolkits for Your AI Agents — 14 Claude Code skills curated by GoClaw / AgentBrain.

Agentic incident-analysis copilot: MCP tool servers, a cost-aware model router, an approval-gated write path, and a companion npm CLI for platform analysis, a live dashboard, and log chat.

Experimentation infrastructure for authoring, running, and inspecting controlled multi-agent AI simulations.

Closed-loop graphs for LLMs: generate, judge, retry until a score, then emit a reward for training. Python package (actuate-ai) plus a control-console UI.

Multi-agent LLM system for stock-movement prediction with LSTM/SVM baselines and real-time analysis.

A security graph reporting tool, with agentic workflows, AI chat assistant, and automation for CVE remediation and graph data population.

Chat bot evaluation

Micro-LLM Family: Models From 1KB to 1MB

Send WeChat (Weixin 4.x) messages on Windows by fuzzy contact/group search - free, offline Windows OCR, zero pip deps.

transformers gguf code codeqwen chat qwen

SHM v6.5.1 — 自演化超图记忆系统（LoCoMo-Refined 官方判卷全量评测: 1382问 acc=80.68%, EverMemOS +22.4pp / Mem0 +31.8pp）

EMRG — a self-evolving AI agent architecture

MyCut — AI 视频剪辑 Agent:查热点 → 生成大纲/文案 → 本地上传 → 自动切片 + 匹配字幕,一条从选题到成片的创作闭环

LLM-driven session retrospection skill: detects friction in agent sessions and materializes learnings into correct destinations (user-memory, project-rules, skill PRs, checkpoints, harness artefacts)

Free multi-profile antidetect browser for people and AI agents. Independent, persistent browser identities.

Open-source AI video editor built on DaVinci Resolve Free. Describe the edit, train it with your taste, get professional results. | ES: Editor de vídeo con IA sobre DaVinci Resolve gratis: describe la edición y obtén resultados profesionales.

The navigation of AI Agent.

基于深度学习和RAG的旋转机械故障诊断系统，支持轴承、齿轮、主轴等机械结构的故障诊断

An autonomous multi-agent e-commerce & POD consultant built with Langchain, LangGraph, LlamaIndex, and FastAPI integrated with the Saleor system.

Always-on Windows voice assistant with a 36-tool agentic layer (Claude). Local wake word + STT, streamed TTS, sandboxed code execution, vision/security, phone + Discord clients.

An in-QGIS agentic chat assistant. Type a request in plain language and an LLM agent carries it out inside the running QGIS session If QGIS can do it, the agent can do it: anything you could script in the Python console or run from a toolbox, it reaches the same way.

An open, vendor-neutral organizational model for building and transforming AI-first companies with organizational intelligence, governed autonomy, and controlled execution.

MCP server for MAX messenger (max.ru) — user session, 8 tools: read chats, dump channels, send messages