Python agents

Agent Droid Bridge gives AI agents programmatic control over Android devices and emulators via ADB, exposed as an MCP server.

Meridian - A graph-powered AI chat application integrating intelligent parallelization for advanced, aggregated conversational experiences. Nuxt3 & Python.

Guardrails service for AI agents. Default-deny tool call evaluation with LLM safety analysis, priority-ordered decision matrix, and human-in-the-loop escalations. Session recording, behavioral analysis, MCP proxy, secret redaction, and real-time audit.

Runtime guardrails for Claude Code. Auto-approve what's safe, gate what's risky, block what's dangerous. Dual enforcement, full audit trail. MIT.

Supercharge Claude Code with 109 specialized components — 22 agents, 32 commands, 55 skills across 13 modular plugins. Deep reasoning, autonomous dev loops, DDD architecture, design system enforcement, git automation, and more.

AI Content Engine — YouTube URL → 14 styles of polished content. 5 AI providers (Gemini, DeepSeek, GLM, Ollama, OpenRouter), multilingual (ko/en/ja), RAG, MCP auto-publish, team workspaces. Flask + Next.js full-stack.

Hybrid Knowledge Graph + RAG security intelligence platform for CVE analytics and semantic search. Llama3 integrated.

Production-quality Retrieval-Augmented Generation with multi-strategy retrieval and comprehensive evaluation framework.

Local-first Memory Framework for AI Agents · 99.2% LongMemEval-S retrieval @ k=10 · Supports Claude · Antigravity · LangChain · Hermes · Gemini · OpenCode · OpenClaw · MCP-native and plugins · Hybrid search (FTS5 + vector + MMR) · GDPR · FIPS 140-3 ready · 100% local (fully offline) or cloud capable

MCP server for Software Defined Radio — control RTL-SDR & HackRF from Claude/LLM. ADS-B aircraft tracking, AIS ship tracking, POCSAG pager decoding, Meteor-M satellite imaging, ISM band scanning, spectrum analysis, and more.

Flutter clean architecture skill for AI agents. Riverpod 3.x codegen, Freezed 3.x sealed classes, and GoRouter patterns.

A full-featued Calibre MCP server with granular permissions for read/write/import/etc. Locally tested and freshly released, consider this an alpha. Back your library up before you give an agent write permissions.

🔍 一键检测 AI API 服务商是否如实提供所标注的模型 | 支持 OpenAI / Claude / Gemini / DeepSeek 等 9 大模型原厂对比验证

机构级 A股量化系统 - Hermes 多智能体 + Barra 中性化 + Level2 微结构 + 15 个圈内 tricks 完整实现

AI dependency migration analyzer — reads every changelog so you don't have to.

bb-huge 🤗 , Personal bug bounty findings hub and bug bounty orchestration for multiple agents

Multi-agent research assistant using OpenAI Agents SDK and Olostep to produce sourced Markdown research reports.

Doubt, until what remains is certain. An MCP server that recursively doubts every plan decision — grounding each in real evidence or asking you — until it converges. Runs on Claude alone, no keys. Sibling of The Asker → github.com/pranjalbhatia710/the-asker

Claude Code skills to bootstrap, compact, and maintain AI-readable project documentation — doc-init · doc-compact · doc-update

🪝 透明可控的 AI Agent 终端 | 状态机 · 多层记忆系统 · 沙箱防御 · 完整审计 · 多人设多技能

Self-hosted personal knowledge brain for Telegram, WhatsApp, n8n, Groq, and Obsidian. Save links, voice notes, and images; auto-summarize, categorize, tag, transcribe, set reminders, share guest access, and ask questions later from your Markdown knowledge vault.

An AI-driven multi-agent trading platform for options trading and stock trends analysis. This project leverages advanced machine learning, real-time market data, and a modular multi-agent framework.

Fragaria is a powerful and flexible Chain of Thought (CoT) reasoning API that leverages various Language Model (LLM) providers and incorporates Reinforcement Learning (RL) techniques to solve complex problems and answer intricate questions.

一个可插拔可观测的模块化 RAG MCP 框架｜A pluggable and observable modular RAG MCP framework

Visual RAG workflow studio that auto-generates eval sets, runs RAGAS evals, and deploys workflows as local HTTP APIs.

Autonomous AI research harness for Claude Code. Sibling to rockie-codex (OpenAI Codex CLI). Apache-2.0.

2-in-1 for Claude Code: a live system-tray usage widget (5h/7d plan limits) + local token & cost analytics — per project/model/tool, budgets, forecasts. Unofficial; not affiliated with Anthropic.

Locally fine-tuned Russian RAG models: document splitter, query expansion, retrieval embedder. Teacher distillation → GGUF → llama.cpp on AMD Vulkan. Commercial-OK licenses.

Публичный пакет инженерных skills для Codex

Train computer-use agents end-to-end on real desktops, at scale: a high-performance runtime where 8K+ live environments on one laptop thread.

Hermes Agent profile for adaptive multi-agent coding teams with GitHub issue-to-PR automation, blind critique, synthesis, CI schemas, and fail-closed unattended merge policy.

A Python package for text-classification tasks associated with the production of official statistics, utilising semantic search and Retrieval Augmented Generation

Durable, local-first memory for AI coding agents over MCP — zero-dependency, curated & semantically de-duped, you own the data (SQLite + Markdown). Works with Claude Code, Codex & any MCP host.

Turn any OpenAPI spec or Postman collection into an ownable Python MCP server in 30 seconds

ATRI 是本地优先的 AI Agent 架构与音乐工作站，提供多模型 LLM Runtime、工具调用闭环、上下文压缩、子 Agent 并行调度、MCP/Skills 扩展。并融合 Web DAW、MIDI 工程编辑与 Rust 实时音频/VST 宿主，让 Agent 能直接读写工程、生成 MIDI、控制播放并协作创作。

Production-grade framework for building multi-agent AI systems. Graph-based orchestration, LLM-agnostic (OpenAI, Google GenAI, Anthropic), 3-layer memory (Redis cache + Postgres + vector store), live agents, parallel tool execution, and native MCP. Ships a full ecosystem: backend, REST API + CLI, TypeScript SDK, and React playground

Run multiple isolated instances of the Claude and Codex desktop apps on Windows. Manage multiple accounts and profiles simultaneously without logging out.

Audit any agent decision across its past, present, and future, on one typed graph.

面向 AI Agent 的多市场金融分析框架：MCP + Skills 双入口，七维证据投票 + 缠论确认，覆盖加密货币、期货、外汇、A股、美股

Self-hosted AI API gateway 鈥?proxy OpenAI / Claude / DeepSeek behind one endpoint; works with Codex CLI / OpenCode / Cherry Studio.

A lossless token-optimization codec for LLM agents — cut input tokens up to 82%, nothing dropped, every fact kept. Drop-in proxy + one-line Python API for Claude Code, Codex, Cursor, OpenAI, Anthropic & Ollama. pip install foveance

Canonical, LLM-maintainable knowledge base of every Inner Circle Trader (ICT) concept 2016–2026. 226 concept files, machine-readable JSON blocks, follows Karpathy's LLM Wiki pattern.

gradio mcp-server-track ultralytics yolo image processing human pose mcp-server region:us

gradio agent-demo-track region:us

docker mcp-server mcp-server-track chess chessboard games region:us

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gradio edge llm leaderboard llm edge leaderboard llm edge leaderboard region:us

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transformers pytorch llama text-generation code math

transformers safetensors llama text-generation conversational en

transformers safetensors mistral text-generation openchat C-RLFT

transformers pytorch llama text-generation dataset:Aeala/ShareGPT_Vicuna_unfiltered arxiv:2312.16886

transformers tensorboard safetensors gguf llama text-generation

gguf chat text-generation en arxiv:2309.16609 license:other

gguf RLHF Nexusflow Athene Chat Model text-generation

gguf imatrix conversational qwen3_next ik_llama.cpp text-generation

transformers pytorch codegen text-generation arxiv:2203.13474 license:bsd-3-clause

mlx safetensors gemma4_assistant speculative-decoding mtp gemma

transformers safetensors gemma4_assistant text-generation any-to-any arxiv:2607.02770

transformers safetensors olmo3 text-generation conversational en

Python implementation of coding agent core mechanisms, with architecture comparison across Claude Code / Kimi Code / Codex

AI-powered autonomous trading agents for Polymarket prediction markets. This framework enables developers to build sophisticated trading bots using state-of-the-art LLMs, RAG (Retrieval-Augmented Generation), and superforecasting methodologies. Built with Python 3.12+, LangChain, FastAPI, and modern development tooling.

A token-spend profiler and cost-regression gate for AI agents.

MCP server for PixelPanda — 31 AI image processing tools for Claude Desktop, Cursor & other MCP clients

A self-documenting, self-extending multi-agent system. Topics are miniature GOOP instances. Markdown is the API between human and machine. Built on Hermes Agent by Nous Research.

Generative Architectural Brain Base Engine - Agentic Software R&D Engineering Kit - development, all languages, agents, platforms, with Engineering Team & Experimental Cognitive Brain, Software Engineering & Architecture Best Practices and Governance

一个本地ai聊天模型localaiAgentWithRAG，让你的本地数据不上传云端，可以自己加入所需要的记忆文件等等，修改角色形象，记忆对话，记忆库允许自己导入或者对话后自动记录

Evidence-grounded AI agent for Java code repair with LLM-guided patches and human-in-the-loop review.

Don't write a bug report — record it. Local MCP: screen recording → transcript, frames, OCR, wall-clock evidence for coding agents.

AI-native financial intelligence platform for accounting, financial reporting, and investment management. Models your ledger, reports, and portfolios as a knowledge graph that AI agents can query and operate. Fork-ready: GitHub Actions CI/CD deploys the CloudFormation infrastructure to your own AWS account.

Evaluation module for the orq platfrom in python, including Red Teaming and Agent Simulation

Agentic game development for building games with AI Agents. Run one session per seat: art, gameplay, narrative, QA, audio, tech all in 1 spot

Static AI Agent Risk Analyzer for AI applications. Detects capabilities, prompt risks, tool permissions, MCP integrations, governance gaps, and autonomy before deployment. Generate JSON, HTML and SARIF reports for CI/CD.

Policy-aware field mission orchestration agent with bounded planning, auditable replanning, travel and expense constraints.

A local-first knowledge management tool that connects concepts and let an LLM safely maintain a plain-Markdown vault you can read, audit, and edit yourself.

transformers safetensors llama text-generation conversational arxiv:2403.04652

Local-first multi-agent workbench: coding, research teams, Git, evolution & evidence on your machine. MIT.

Nova + MIND Free: one Codex-first agent, 41 capabilities, 16 cognitive Faculties, local capability recall, and TestForge.

Bittensor Subnet Repository maintainer agent + a GitHub-history benchmark that scores it — can an agent make the maintainer decisions a strong maintainer would?

Pulsar2 Agent, Build a 10‑stage automated pipeline powered by AI Agent. Convert floating‑point models into out‑of‑the‑box full AX‑chip delivery packages with a single natural‑language instruction to empower algorithm engineers.

Your night crew, on Telegram. Run Claude Code, Codex or any terminal agent from a Telegram topic — one topic per tmux session. Watches the context window and the 5-hour limit, compacts before the wall, and holds prompts through a lockout instead of losing them. Python stdlib only, no relay server.

Open-source skills that empower any AI agent (Claude, Cursor, Hermes, etc.) to generate end-to-end marketing campaigns - UGC videos, ad videos, product photography and more.

Per-step LLM routing benchmark with 970 static labels, live SWE-bench evaluation, an open data pipeline, and a public leaderboard.

PR Guardian AI automatically reviews pull requests using advanced AI analysis. It identifies code issues, security risks, performance problems, and provides actionable suggestions directly inside GitHub pull requests.

MOCO - Multi-agent Orchestration COre: Lightweight AI agent framework for Python

Every system has its `telos´ — its final cause. This CLI fulfills the purpose of MindsDB's Knowledge Base: to seek, structure, and serve insight through intelligent agents.

🦞 LightClaw: The Featherweight Core of OpenClaw — Your AI Agent in a Tiny Codebase — A lightweight OpenClaw alternative

基于streamlit编写的针对openai接口的各类模型对话web应用，目前支持基本对话、文生图、图片理解、assistants（Web application for various models' dialogue based on the OpenAI API, written in Streamlit,assistants）

Powered up by Lex, Polly, Lambda, S3 and some sentiment analysis, the Shakira chatbot will make you move your hips.

RASA Chatbot with Web UI & API Connectivity

Facebook Messenger Bot built using Django and NLTK-Chatbot

Automation Chatbot

WhatsApp bot for summarizing missed group chat messages - quickly catch up on important discussions and avoid lengthy scrolling.

API-first variant triage pipeline combining genomic filtering, annotation, and LLM-driven interpretation for clinical genomics workflows

MarkdownLM CLI tool for knowledge base operations