Python agents

The verification layer for autonomous agents — an independent, capital-aware verdict before an irreversible action (/review), a cryptographically signed proof after, and a public on-chain track record, losses included. Free EdgeProof backtest validation. Underneath: memory, sandboxed execution, marketplace. Pay in sats, USDC (x402), or card.

Analyze reviews across multiple scenarios using AI to generate detailed insights and dynamic visual reports for better decision-making.

Self-hosted document intelligence for RAG — parse, classify, split, and extract from PDF/DOCX/PPTX and images: searchable, cited, retrieval-ready chunks and schema-driven extraction

Query-aware context trimming for LLM requests. Your context could use a trim.

LES: local and distributed evidence system for project documents, verifiable retrieval and model tools.

PDF Parser (EXE available) is a fast desktop application for extracting text, images, drawings, and metadata from PDF documents. It supports batch processing, table extractions, hyphenation repair, and exports visual content for external AI-based description, with results reintegrated into the extracted text.

Windows WSL2부터 Docker·Compose, 온프레미스 DevSecOps, Ollama·RAG 기반 AI 애플리케이션 개발까지 다루는 한국어 실습 교육 자료

🚀 Get smarter financial decisions with AI: multi-LLM support (Ollama, Gemini, OpenAI), natural conversations about your finances, automated portfolio recommendations, and 10-year historical insights.

Free offline AI with complete Wikipedia knowledge - 100% private

Lightweight Python package for Ollama & 10+ open-source LLMs. No install, no login, no API keys. Free cloud RAG development.

Migrate vector DBs to a new embedding model without re-embedding. Linear maps from ~2K calibration texts, ~87-91% retrieval retention (BEIR-benchmarked).

🇲🇽 Toda la ley federal de México en Markdown, versionada y autoactualizada a diario desde el DOF/Diputados. AI-ready Mexican law dataset.

A doctor-assistive AI system that interprets medical knowledge and patient images simultaneously. It utilizes a Dual-Encoder architecture to cross-reference textbook theory with visual pathology, generating clinically grounded diagnoses.

AI-first multi-agent SaaS platform. Plug your applications as plugins.

🎬 工业级 AI 编剧工作站（小说转剧本）：基于 FastAPI + Vue3 架构，首创「双路 RAG 长期实体记忆仓」与「LangGraph 多智能体有向图拓扑编排」技术。支持 EPUB 智能解构、长文本跨时空剧情锁、多通道 SSE 异步流式渲染，将长篇小说全自动、高颗粒度重塑为符合电影工业标准的标准分镜脚本。

Offensive-security focused fork of HERMES-AGENT for authorized bug bounty, pentest, recon, exploit chaining, and report-ready workflows.

A modular, self-documenting AI art director dashboard utilizing Gemini 2.5 Flash for agentic prompt expansion and FLUX.1-schnell for rapid graphic asset generation with an integrated local SQLite data vault.

Let an AI coding agent drive the Unreal Editor (PIE, input injection, logs, state, perf) for closed-loop agentic self-testing. UE plugin + Python MCP server. Windows.

Software for HackerRank Orchestrate: an evaluator, an engineering-memory CLI that remembers what you measured and rejected, a mentor that costs a change before you write it, an adaptive AI-judge interview simulator, and 34 auto-triggering Agent Skills.

A multi-platform chatbot framework for LLMs. Connect to various large language models via multiple instant messaging apps — QQ, WeChat, Telegram, Discord, and more. 😄 Extensible with plugins and modules. 👍 Built on Python 3.11+ with a Quart-based web panel. Beginner-friendly — learn plugin development quickly. 🎉

Tools Are Not Islands: Set-Level Tool Retrieval for LLM Agents via Query-Conditioned Hyperedge Prediction

🎓 KIRA: An AI-Powered Multimodal Learning Assistant – Interact via text, voice, or PDFs. Uses Retrieval-Augmented Generation and web search for smart, personalized tutoring.

Local-first memory engine for AI-agent teams — private/team/project ACL, associative recall, federated sync, and a built-in MCP server. One SQLite file, no LLM required. Apache-2.0.

Multi-agent orchestration loop: worker → cross-model reviewer → score ≥ 9. Ships as an MCP server, agent skill, and CLI. Supports Codex, Grok, Claude, OpenCode, and Kimi.

Turn a DGX Spark GPU cluster into a self-running team of specialized AI agents — cluster control, role-specialized workers, and an autonomous review gate for Hermes

A multi-agent AI system for conversational data analysis — built with LangGraph, MCP, and RAG

「萦回」AI互动叙事平台 - AI 互动叙事引擎——多 Agent 自主演化沙盒。创建架空世界，角色自主互动、冲突、和解，世界自行演化。支持记忆系统、安全风控、一键小说生成。

MUNDO - THE EMPEROR. Complete AI orchestration system with 1208 skills, 25 capability modules, self-evolving, collective consciousness. GitHub Actions 24/7 automation.

Your personal AI assistant, powered by the models you choose. Connect leading AI providers and messaging platforms through a single intelligent gateway. Remember context across conversations, communicate by voice, and automate everyday work. Run locally, protect your privacy, and customize everything with an extensible plugin SDK.

Context compression for AI agents — cut token usage costs with retrievable CCR compression. Rust core + Python API, Claude Code & Codex plugin, MCP server. PyPI: furl-ctx

Control Aspen HYSYS from Claude Code / Claude Desktop via MCP. 51 tools with a safe mode gate (read-only by default), real-machine verified on HYSYS V14.

gguf text-generation code coding-assistant qwen2.5-coder en

MCP server giving Claude full control of Tracktion Waveform — compose, mix, master, render. 150+ tools, 6 composers, music theory + mix balance baked in.

Light-weight, query-aware compression for high-signal LLM prompts.

Self-hostable AI agents you can actually leave running — durable crash-resume, governed autonomy, seccomp sandbox, offline-replayable workflows, CI-native eval. Async-Python, YAML-config, multi-provider (OpenAI/Anthropic/Cloudflare), MIT.

Memory that abstains instead of guessing: agent memory on your own Postgres with a verdict, confidence and provenance on every hit, and a calibrated refusal when nothing clears the threshold.

A Godot-native framework for LLM-driven NPCs with tools, memory, and goal-oriented behavior

Agentic Spec-Driven Development: a contribution pipeline for software built with AI agents. Every change disclosed, gated by hard checks, reviewed against its spec, and merged by a named human.

Home Assistant custom integration that adds an OpenAI Codex-powered conversation agent with configurable subentries for Assist and AI Task.

Self-hosted AI security camera platform — multi-camera YOLOv8 detection, InsightFace recognition, and a Qwen 3 14B chat assistant with 19 tools. Docker Compose, zero cloud.

Blender MCP server for AI 3D creation, automation, and VRChat avatar workflows

peft safetensors text-generation conversational en arxiv:2409.11500

transformers llama text-generation LLM writing endpoints_compatible

Skills and more for open code free models

Полная коллекция скиллов Kimi (267 built-in + 7 plugin skills), выгруженная из сандбокса агента

MCP server for AC Infinity grow controllers. AI agent integration for climate monitoring, port control, and grow automation — works with Claude, Cursor, and any MCP client.

The open-source AI content factory that runs on your PC — discovers topics, researches, writes, reviews with multi-model QA, and publishes. Local-first via Ollama, $0 API costs.

Quira is a next-gen Python RAG framework featuring speculative vector search, Context Tetris for token compression, and differential caching to eliminate redundant API costs.

Famous Tech Teams as AI Agent Personas - Actually useful - Definitely opinionated

MCP-native CVE, PoC & exploit discovery toolkit (Metasploit, Nuclei, GitHub & more)

Agentic task prioritization on Google's Agent Development Kit (ADK): agents that rank work against OKRs, explain their reasoning, and ship as a Dockerized service.

An asynchronous memory engine for enterprise AI agents, statistically minimizing hallucinations via dual-LLM consensus

Give Claude Code a persistent mind: an autonomous agent framework that sets its own goals, forms predictions, and learns from outcomes across sessions.

Multi-agent AI debate app where model teams argue, challenge claims, track evidence, and produce judged verdicts with analytics.

Source-free architecture maps and deterministic polyglot refactoring for AI coding agents

Agent skill for Claude Code, Codex and Cursor: repeatable screenshots of GUI desktop apps on an isolated Xvfb display, driven via python-Xlib (XTEST) and annotated with ImageMagick

138-module multi-analyst market intelligence system -- macro, cross-asset, geopolitical, alternative data analysts with FastAPI, multi-AI providers, ML, and Telegram/email alerts

Install Stet CLI and agent skill — change control for AI coding behavior

DASM：面向研发团队的 AI 协同开发框架，集成 Vibe Coding 工作流、编码智能体、多人协作工作台与桌面客户端，支持私有化大模型接入，一站式落地 AI 驱动的团队代码研发、项目编排与迭代管理。

Living architecture control plane for the AI-dev era. Derive real architecture from code, keep living docs + ADRs, enforce intent in CI, and steer AI agents to conform. Local-first, MIT.

Agnostic AI Agentic System

NeuroAIHub: An AI-Driven Framework for Automated Curation and Discovery of Neuroradiology Datasets

An autonomous Agentic AI built with LangGraph to protect worker rights, detect predatory contract clauses, and advocate for fair compensation in line with UN SDG 8.

Real-time detection and repair of LLM agent failures — a one-class behavioural monitor at ~200 µs/step, with 2,823 committed traces.

Static code map generator (MAP.md + map.json) powered by tree-sitter — a Claude Code /map plugin and MCP server that gives coding agents call graphs, file outlines, and impacted-test lookups without spending tokens on parsing.

A multi-agent AI system with isolated agent memory, deterministic confidentiality guards, transactional context compaction, provider adapters, and replayable observability.

Trigen - An AI-Native 3D Creation Agent Platform, Exploring the Creation of 3D Content!

Serve any ACP coding agent — Claude Code, Gemini CLI, Codex — over the A2A protocol, with tool progress, file diffs, and permission prompts preserved.

AI video editor with an agentic core — turns a script or idea into an editable timeline, then edits it by chat. Runs keyless (degrades to deterministic fallbacks); add keys for LLM planning, stock footage & voiceover. React timeline editor · Node gateway · Python agents · FFmpeg render.

PosterMELD: Multi-Agent Paper-to-Poster Generation for Controllable Design Diversity with Editable Print-Ready Outputs

Free, open-source agentic sports-data workbench — 32 specialist agents over live odds + stats from 64 providers: value & arbitrage detection, backtesting with CLV, live monitors, racing, fantasy. Can place bets under a policy you set; defaults to paper, stakes nothing. Runs locally, BYO model key.

Twitch Chat Bot (Twitch чат-бот)

HelpDesk AI - Smart customer support chatbot with ticket management, FAQ knowledge base, priority routing & Groq AI

Personal AI assistant — voice, vision, memory, multi-model routing, meeting overlay

Hermes image generation provider for OpenAI-compatible endpoints and Codex Auth

Human-AI Co-design for Clinical Prediction Models

transformers safetensors mistral text-generation arxiv:2310.11511 arxiv:2306.02707

Control your Windows laptop from your phone with AI. Zara is a Discord-based personal AI assistant - takes screenshots, runs commands, manages files and apps, and understands voice notes in English and Urdu.

62 portable AI-agent skills for the deliverables you actually ship — ADRs, design docs, PRDs, runbooks, decks, threat models, adversarial reviews, travel itineraries — plus 4 reviewer subagents and 7 packs. Agent Skills open standard; installs into Claude Code, Cursor, Codex, Copilot, Kiro, Antigravity.

Knowledge retrieval (RAG) decorators for Azure Functions Python v2

Turbovec MCP Server: A local Retrieval-Augmented Generation (RAG) tool that allows AI to seamlessly read, chunk, remember, and semantically search through large project codebases.

transformers gguf text-generation zh arxiv:1910.09700 license:apache-2.0

把操作手机点外卖封装成给 AI agent 调用的工具——文本进文本出(markdown表格)、对非视觉/远程 LLM 友好、可 MCP 封装或原生 tool 直用。基于 Open-AutoGLM。

We are building the open ecosystem for AI-ready business websites.

Merge new source material into the notes you already have — conflict detection, tier-gated writes, mandatory citations. Pairs with textbook-to-note (writes new notes) and vault-search (finds the targets).

Self-maintaining API integrations — watches the third-party APIs your code calls and opens CI-verified pull requests when one breaks, drifts, or wastes money.

Linked Obsidian Operating Memory Knowledge Graph: a cloneable Obsidian + agent knowledge graph foundation

Battle-tested Claude Code configs — opinionated CLAUDE.md baselines, skills, slash commands and enforcement hooks you drop into any project

The cognitive operating system that gives AI coding agents memory, structure, and discipline — knowledge graph, Scrumban board, and an enforced engineering loop.

Git-native prompt linting, testing, versioning, and CI—without a hosted prompt registry.

Loops, not prompts. A curated list of loop engineering patterns, tools and templates for AI coding agents.

AgInTi LabCanvas: agentic studio for editable scientific figures, CAD devices, and experiment design.

AI-native long-term memory for Hermes Agent with AES-256-GCM encryption at rest, dense HNSW ANN, sparse and exact-text recall, metadata/range filters, and MinHash dedup, backed by an embedded or multi-client server columnar SQL database with 35 language bindings.

Supply-chain payloads run at install, import, or repo-open time. Copy-pasteable hardening playbooks, zero-dep audit scripts, and an incident watch list for all three moments — npm, PyPI, crates.io, Go, CI/CD, and AI agent workspaces.

Let AI agents (claude code, cursor, gemini cli, codex) send sms messages on your behalf using your actual phone via bluetooth

Reference-audited AI coding-agent skill library for computational chemistry, materials modeling, atomistic simulation, scientific ML, and related workflows.

MCP server + Python CLI for AI agents to do tarot, I Ching, and Xiao Liu Ren divination. Audited local scripts generate the result; the model only interprets.

Open-source tools for bounded AI-agent handoffs: explicit file packets, evidence receipts, controller-side verification, and a native Hermes plugin.

An autonomous, multi-agent CI/CD pipeline that daily orchestrates, generates, and validates highly technical AI skills. Powered by Groq and governed by strict rate-limiting architectures.

Action Commit Safety for AI agents: the approved tool call is the one that executes, and uncertain side effects are never blindly retried. Framework-agnostic Python runtime with durable approvals, idempotent execution, and signed audit.