Python agents

Benchmark LLMs on real professional tasks, not academic puzzles. YAML-driven experiment pipeline + live React dashboard for GDPVal Gold Subset (220 tasks across 11 industries).

Knowledgeable Embedding: Injecting dynamically updatable entity knowledge into embeddings to enhance RAG

Cryptographic identity, trust chains, and E2E encrypted messaging for AI agents. pip install aip-identity

Run Claude Code or Codex with full autonomous permissions inside a Docker container.

Self-hosted personal AI — remembers what matters, stays on your server

Advancement at the intersection of cognitive science, temporal knowledge graphs, database systems, and AI.

Self-hosted AI agent platform. Multi-model chat, skills, memory, mTLS.

Outline-Driven Development for Codex CLI - methodology + skills + agents for OpenAI Codex coding workflows.

Volute Reasoning Engine (VRE): Structural Epistemic Enforcement for Agentic AI

Strava Coach MCP Server 🏆 MISTRAL MCP HACKATHON WINNER 🏆

Lightweight, composable framework for building muti-agent systems with Model Context Protocol (MCP)

Self-hosted AI assistant with hybrid memory, evolving personality, and multi-channel support (WhatsApp, Telegram, Discord, Slack)

Self-guided workshop to build your own CLI coding agent like Claude Code from scratch in Python.

Enterprise RAG application on Azure with Azure AI hybrid search (vector + semantic + BM25), NDJSON streaming, MSAL SSO, and Fluent UI 9. Features document ingestion pipeline, project isolation, citation attribution, and multi-service architecture (FastAPI + Azure Functions + React).

Remembra Relay: one agent stops, the next one already knows. Session handoffs built from git facts, for the next coding agent in any MCP tool, on any machine. MCP server + CLI. MIT.

CodeGrok MCP is a Model Context Protocol (MCP) server that enables AI assistants to intelligently search and understand codebases using semantic embeddings and Tree-sitter parsing.

Locality Sensitive Hashing (LSH) based recommendation system. Integrates with Redis and your own database.

Mine code MCP is a MCP for minecraft datapack/mod/ressource pack devs. It is for ai agents and provides them tools to access wikis, generators, latest bugfixes, and changelogs per update.

Autonomous smart contract security research agent — finds and proves exploits via LLM-driven recon, hotspot mapping, and Foundry PoC generation.

This is a repository of collection of many agents build on top of Langchain , Langgraph, MCP and so many amazing tools

Single-container deployment: Gastown + OpenClaw + KimiGas — multi-agent AI workspace with Telegram overseer

jup is a command-line tool for installing and managing agent skills across different ai agents, scopes, and projects.

A simple open-source dashboard to analyze how AI is disrupting the Data Science job market

Open-source infrastructure for AI-native scientific labs

Agentic Research Orchestration for UX Research and Product Development. Vibe and handcoded by a social and data scientist with background in many research domains and open-source

This repository features a rich collection of optimized prompts for AI applications, focusing on ChatGPT and other conversational agents. Each prompt is organized by roles or specific use cases, helping streamline tasks across industries and boost productivity.

ARLC 2026 Agentic RAG Legal Challenge — Legal QA pipeline for DIFC court documents. Hybrid BM25 + vector retrieval, cross-encoder reranking, answer-grounded page verification.

It shows how to use wiki for the data source of agent.

API/MCP wrapper for RagAnything

A full-stack, agentic workflow programming platform. Built for vibe-coding and with vibe-coding.

Claude Code harness for disciplined Java backend dev — risk-classified routing, 6-phase lifecycle (Explorer → Propose → Review → Implement → QA → Archive), 13 specialist agents, gate-enforced contracts. Prevents LLM slop via spec-first briefs, TDD, and WAL.

Your Desktop, From Anywhere. AI-powered remote desktop control from your phone.

Model Context Protocol server for BlackDuck Coverity Connect static analysis platform

[ACL 2026] An interactive and comprehensive legal agent benchmark

Intelligent SOC automation framework powered by LangGraph multi-agent workflows for alert triage, correlation, and incident response

Agentic AI Home Energy Management System: A Large Language Model Framework for Residential Load Scheduling

Spoox CLI - Terminal Agent - SPlit lOOp eXand agent

Vector MCP Server for AI Agents - Supports ChromaDB, Couchbase, MongoDB, Qdrant, and PGVector

MCP server for Home Assistant — 292 tools across 27 domains: entities, automations, dashboards, energy, voice, HACS, Supervisor, Card Builder (with embedded block schema), BM25 tool search, aggregated snapshot, automation trace debug, git versioning

Reddit automation skills for AI agents — uses your real browser and account via a Chrome extension bridge

🦾 Bridge OpenClaw AI agents with physical servo robots — Python library for LOBOT LX bus servo control, motion teaching & playback

[CVPR2026] InterAgent: Physics-based Multi-agent Command Execution via Diffusion on Interaction Graphs

Impermanent: a live benchmark for forecasting that measures temporal generalization under real world data drift. The benchmark includes foundation models (from AWS, Google, NXAI, Salesforce), classical statistical methods, and simple baselines. Metrics such as MASE and scaled CRPS, along with championship style points, are published on the site.

Your knowledge graph. Ask questions across all your notes, meetings and emails, and get cited answers.

Learn features by building projects hands-on with Claude Code--no boring videos, outdated blog posts, or stale courses.

Japanese meeting transcription & minutes generation app with local ASR (Kotoba Whisper) + LLM (Ollama) + RAG. Privacy-focused, runs offline on CPU.

Where AI discovery becomes science

🤖 CodeForge AI: An autonomous multi-agent coding system powered by LangGraph for agentic software development and automated workflows. SOTA custom agentic GraphRag, shared-state memory, auto-model routing for cost optimization, and a range of custom tooling.

FootballBettingAgent is an AI-powered football betting assistant that helps users make informed betting decisions. It provides personalized betting advice through an interactive chat interface.

用自然语言控制 Android 手机的 AI Agent —— 基于 UI 结构树解析实现快速精准操控，截图视觉理解作为辅助，支持接入任意大语言模型。

Advanced RAG pipeline optimization framework using DSPy. Implements modular RAG pipelines with Query-Rewriting, Sub-Query Decomposition, and Hybrid Search via Weaviate. Automates prompt tuning and few-shot selection using GEPA, SIMBA, MIPRO, COPRO, and BootstrapFewShot optimizers on datasets like FreshQA, HotpotQA, TriviaQA, Wikipedia and PubMedQA.

Malaysian accounting skill for Claude Code. Process client documents into accrual-basis financial statements, working papers, and tax computations.

Zero-cost AI Chinese novel writing. 900K+ chars. 3 OpenClaw skills. ¥0 API spend.

AI agent skills library built by OpenSite AI. A single git repo that keeps Claude, Codex, Cursor, Copilot, and Perplexity Computer in perfect skill sync, with persistent cross-session memory and automated cloud upload via Playwright.

A Python-based voice-controlled AI assistant for Windows using Google Gemini API, featuring speech recognition, text-to-speech, AI chat, and system automation.

The AI that refuses to think for you. Open-source anti-deskilling framework implementing human-AI collaboration protocols from the Cabitza lab (Milano-Bicocca). Four modes: Forge, Anvil, Crucible, Executor.

Model Context Protocol (MCP) server that dynamically fetches and serves official Flet resources to AI agents, including documentation, controls, packages, and ecosystem components.

6 progressive demos to detect, prevent, and self-correct AI agent hallucinations, from Graph-RAG research to production deployment on Amazon Bedrock AgentCore

Agentic OS done right — create agents, chat, delegate work, stay safe. Self-hosted control plane with pluggable memory, guardrails, and execution.

Import SillyTavern V2 character cards as SOUL.md personas for SOUL-aware agent runtimes (Hermes-Agent, OpenClaw, …).

MCP server that wraps the Dagster GraphQL API — monitor and operate runs, assets, schedules, sensors, and backfills from any MCP client

42 Luxembourg — Piscine and Common Core. C, Python (LLM / RAG / information-retrieval branch), Go networking, Docker infrastructure, systems programming and concurrency.

LangGraph pipeline that ingests raw markdown, compiles an Obsidian-style vault (wikilinks, backlinks, Index.md), optionally runs LLM authoring and semantic “See also” links, refreshes a local QMD index when enabled, and lints the vault.

Put an AI agent on rails: mount a Burr state machine as an MCP server so the agent can only take the next allowed step, with every step recorded and replayable.

🏭 Production-grade multi-agent orchestration framework — 6 collaboration modes, 8 specialized tools, 4 execution paths. From simple chain-of-thought to LLM-driven deep clustering and dynamic workflows, one framework for every agent collaboration scenario.

A pure-skill, host-agnostic AI engineering harness: PRD → TRD → Plan → TDD → dual-agent review → archive. Works with Claude Code, Cursor & Codex. No MCP required.

A launch-control room for your local AI agents — block minifig crew, NASA-style GO/NO-GO board, real-time events from Claude Code hooks and agent logs. No cloud, no simulation.

Autonomous AI Agent built on tinyloom

Chatbot-GPT, powered by OpenIM’s webhooks, seamlessly integrates with various messaging platforms. This tool enables private and group chats with bots, enhancing interactive communication. It delivers quick, automated responses, ideal for optimizing customer service and dynamic discussions, meeting diverse communication needs.

Open, read-only MCP gateway over the Yochai knowledge graph of the Jewish textual tradition — for AI agents and developers.

Hashtag is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex question-answering systems without the need for extensive setup or configuration.

Hybrid RAG over Indonesian legal documents (UU, PP, Perpres, court decisions) with local LLM via Ollama.

🚀 Financial Anomaly Detection with DeepSeek and Isolation Forest – A powerful, locally-run tool for detecting financial anomalies using Isolation Forest and DeepSeek LLM. Features AI-powered insights, interactive time-series visualization, and automated PDF audit reports. 🔍📊

[ICML2026] The official code of "Beyond Gemini-3-Pro: Revisiting LLM Routing and Aggregation at Scale"

Agentic scientific-computing platform: a reactive multi-agent team that orchestrates PINA physics-informed neural-network workflows via pydantic-graph, with MLflow tracing/provenance and a marimo chat UI (plus A2A & AG-UI servers).

Proactive 5h usage guard for Claude Code (macOS). Pause before extra wallet on long batch/subagent runs. Account-level window visibility. /usage-guard skill + daemon. Not affiliated with Anthropic.

灵感象限-Ideasphere：自媒体视频一站式剪辑技能包。去静音剪辑→语音转字幕→LLM纠错→字幕烧录→多平台导出，全程分步确认，批量处理。

Tlamatini is a self-hosted AI developer assistant for local or cloud LLMs: hybrid RAG (FAISS+BM25) over your codebase, a 100+ tool Multi-Turn engine, an 86-agent visual workflow designer, 28 SKILL.md skills, a universal MCP client, and ACPX, a runtime for external coding agents like Claude Code, Codex, Cursor and Gemini CLI.

Claude as subagents in Codex — scoped workers, resumable sessions, git-ignored logs.

Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

Agent tools from many descriptions in a single integration. Authorize operations, not just tool calls, and approve them when a human is required. The agent gets its own identity and never holds your credentials.

Open-source AI add-on for Paperless-NGX: automatic metadata & tagging, RAG document search, and automation with Ollama, Bedrock, Anthropic, and OpenAI

Zero-hallucination reference verification for Claude Code — live CrossRef/S2/PubMed verification, verbatim abstract traceability, retraction check

Funes is a Git-based framework for LLM-managed knowledge work: an AI Librarian ingests raw sources, builds an interlinked Markdown knowledge base, and uses it to produce cited reports, analyses, and other outputs.

VELUNE CLI is an open-source AI engineering CLI that unifies local LLMs (Ollama), cloud AI providers, MCP servers, tools, memory, and project context into a single developer workflow. Build, code, automate, and orchestrate AI with one extensible, provider-agnostic command-line interface.

AI-assisted reverse engineering orchestration platform for IDA Pro and x64dbg with live synchronization and MCP agent workflows.

PreAct: Computer-Using Agents that Get Faster on Repeated Tasks (arXiv:2606.17929). Compile successful runs into verified state-machine programs and replay them 8.5–13× faster with no per-step LLM calls.

A governance harness for AI-assisted software delivery. You govern. Agents deliver.

Closed-loop agentic development workflows for Claude Code, Codex, and Gemini CLI.

The first free, open-source, self-hosted MCP server for Google Merchant Center (GMC). 126 tools over Merchant API v1 — products, inventory, reports, promotions, returns, account config, audit log + rollback, dry-run. Free alternative to paid SaaS (Adzviser, Catchr, Windsor.ai, Pipedream).

MCP vision server for AI agents, Claude, Cursor, OpenCode, VS Code, local LLMs, Ollama, LM Studio, OpenRouter, Gemini, image analysis, and video understanding.

AI argues. Code settles. The losses stay on the page. A real HK + US brokerage account run by agents that must debate every call, settled by code the model never touches. Install the same decision workflow into your own agent: OpenClaw, Claude Code, Codex, or DeepSeek Harness.

Models Take Notes at Prefill: KV Cache Can Be Editable and Composable (arXiv:2606.17107) — paper, code, results, and interactive companion.

Agent-agnostic semantic skill for MaxCompute SQL — CLI + bare SKILL.md bundle

基于autogen开发的政务咨询智能助手

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