Python agents

MCP server for business-intelligence agents — 6 tools / 6 resources / 1 prompt over real KPI analytics; works from Claude Desktop, LangGraph, CrewAI, DSPy. FastMCP.

Multi-Agent AI Engineering System built with CrewAI, Python, and OpenAI.

Open-source AI SDR agent powered by real-time business events from FundzWatch.ai

The reconciling memory layer for AI agents (MCP server): a new value supersedes the old, "we dropped X" actually retracts X, and history stays queryable — so agents get current facts, not stale ones.

Open-source, privacy-first observability runtime for multi-agent AI systems across frameworks, providers, OpenTelemetry, and durable transports.

Autonomous AI-powered vulnerability assessment platform — multi-agent bug hunting with CrewAI, real security tools, and real-time streaming

AutoGen integration for Scavio Search API -- real-time Google, Amazon, Walmart, YouTube, Reddit, TikTok, and Instagram search tools for AI agents

A utility package hosting complex logic for the Swarms ecosystem. This package provides essential tools for JSON formatting, swarm matching, and logits processing in multi-agent systems.

Real-world evaluation framework for AI coding agents — measures safety, containment, cost, and autonomy beyond just correctness.

🤖 Predict programming problem difficulty with AI using text analysis and machine learning for accurate complexity scoring.

Deploy the Nous Research Hermes Agent (self-improving AI agent) to any cloud — Terraform modules for Hetzner, Oracle Always Free, GCP, AWS Lightsail, and DigitalOcean. One docker compose, five clouds, MIT licensed.

AI-powered WiFi security tool with reinforcement learning, gene evolution, and local LLM on Raspberry Pi Zero 2W. Captures WPA/WPA2 handshakes autonomously with e-paper display. Inspired by Pwnagotchi + Bjorn + PicoClaw.

Autonomous, evidence-grounded web-pentest orchestrator. A LangGraph master dispatches adversarially-verified sub-agents that drive all traffic through the burpwn sandbox — deep, cross-chain, 0-false-positive.

An open-source AI agent that survives, earns, and evolves on its own. Give it seed money and a machine — it forages for revenue, pays you back, rewrites its own brain, and evolves like a living species. Fitness-gated capability tiers. Real Gumroad integration. MIT license.

Autonomous AI artist with mood system, episodic/semantic memory, ReAct thinking, and LoRA style training

Autonomous AI agent that bids on and completes coding jobs on the NEAR AI marketplace to earn NEAR tokens - engineering case study

Auto-rollback for AI agent config changes. Zero dependencies, single Python file.

Self-hosted autonomous coding agent with executable skills and memory that survives sessions

Self-hosted agent infrastructure framework — orchestration, hybrid RAG, workflows, tools and full-trace audit behind one API. Ships with a React console, SSE streaming, and support for any OpenAI-compatible LLM.

🎮 AI dispatch agent that builds teams. Knows every agent's hexagon panel, tracks bonds, dispatches with personality. From the game Dispatch.

Build a production-grade multi-agent AI framework for collaborative software development with clean orchestration and repeatable workflows

Framework-agnostic orchestration layer for AI agents: circuit breakers, multi-LLM council, workflow FSM, sweeps. Companion to Engraphis.

Quality-gated granularity control for multi-agent LLM pipelines

A reasoning-first idle engine for persistent LLM agents. Behaviour emerges from the agent reasoning about its idle state, gated by a cheap model-free safety layer.

SoulMap AI: a content-first reflective companion with a curated Markdown knowledge base, Python detectors, and tooling to validate and bundle agent-ready skills.

DeepFlow — 多 Agent 管线框架：Spec→Solution→Ship→Deliver 四域协作 + Research Pro 独立研究引擎，运行在 OpenClaw 之上

Portable domain contracts for steerable, evidence-backed agent execution

265 autonomous AI agents across 15 business domains. Full-stack SaaS framework with real model routing, RAG pipeline, guardrails, and Chrome extension. FastAPI + Next.js + K3s. Runs on any server. $0/month software cost.

Sanctum — local-first agent orchestration engine. Cyclic state graphs, checkpointing, streaming, and robust tool-calling for local LLMs. Zero-dependency core.

Product Build Gate (hplan) + 5 agent-PM lifecycle plugins — 6 plugins, 43 skills, 18 commands for PMs who decide what, why, and how to build AI agents

Production-ready agents, your way.

A compact Python SDK for strict tool contracts, observable streaming events, and scoped local file capabilities.

A minimal, bus-driven Python framework for LLM agent orchestration that decouples communication, versioned prompts, and multi-agent patterns—helping AI architects build scalable, vendor-neutral agent systems without infrastructure lock-in.

Core engine for the autonomous development factory platform with workflow orchestration

Governed multi-agent orchestration: Contract · Artifact · Scope · Authority. Agents exchange artifacts, not chat transcripts.

Architecture blueprint for accountable AI agents — a cognitive kernel, fail-closed policy hooks, swappable model providers, and evidence-graded outcomes.

An open framework for a persistent, self-regulating AI operations system on a coding-agent CLI: tiered memory + SSOT, security-first gates, a knowledge pipeline, multi-agent protocols, session survival, and a zero-dependency cockpit.

CodegniPy is a groundbreaking Python library that elevates AI to a first-class citizen of the language. It introduces a cognitive computing engine where deterministic code and non‑deterministic LLM reasoning coexist seamlessly, enabling you to write Python with intent rather than just instructions.

Multi-agent orchestration framework — design AI teams in YAML, route tasks to cheap or expensive models by role

Loop + Wiki agent framework — the wiki is the agent's mind. Identity, memory & capabilities live in plain markdown, loaded via progressive disclosure. Multi-agent message bus, global memory with feedback-driven pattern learning, REPL + web chat.

Eco Agent - 五层循环驱动的开源自主 AI 智能体系统 / 持续自我进化 / 多智能体协作 / 8 平台统一网关

Easy, fast, isolated microVM sandboxes for AI agents and untrusted code on AWS Lambda MicroVMs — Python SDK, asb CLI, and MCP server.

Local-first control plane for governing AI agent runtime behavior, from preflight risk checks to live mediation and post-run audit.

Deterministic terminology layer for AI coding agents: canonical vocabulary, drift detection, CLI + MCP server.

An MCP server for AI agents to interact with https://alexjef.net and https://t.me/alexjefBot VPN network

AI-first vertical (9:16) video editor engine — the LLM plans a declarative Timeline IR; a deterministic FFmpeg renderer executes. Drivable from Claude Code via MCP.

AI Chat + AI Agentic-Coding + Websearch with agentic search support

Agent-neutral handoff and governance protocol for long-running coding-agent work

Four-value evaluation for agentic AI loops. Replace pass/fail with NO/YES/MAYBE/IFF.

Open-source AI agent security scanner — 114 payloads, 8 OWASP categories, SARIF export

Agentic RAG learning project — Pydantic AI agent + FastAPI + Next.js + pgvector.

AI-powered agent that autonomously discovers and enters free sweepstakes using browser-use

BKAi is an admissions counseling AI for Ho Chi Minh City University of Technology (HCMUT / ĐHQG-HCM). It layers a counselor policy (clarify → retrieve → advise) on top of an Agentic RAG backbone so answers stay grounded in official CSV/Markdown knowledge—not free-form LLM guesses—while supporting multi-turn chat, voice, and an owner evaluation loop

An agentic bioinformatics analyst: it runs the analysis on your own compute, self-heals failures, verifies the output, and returns a reproducible result.

High-performance Agentic AI Anime Recommender built with RAG Architecture. Uses Groq LLM (LPU) for sub-second reasoning, HuggingFace Embedding,ChromaDB for semantic vector search,Vector Indexing & LangChain for orchestration.Features a premium Streamlit UI, CI/CD, Dockerized environment, and Kubernetes((K8s)-ready ,Minikube, deployment on GCP/GKE.

AgentLoop — harness-agnostic, self-verifying autonomy wrapper for coding agents. Drives OpenCode/Kilo/Claude/Aider/Codex in a verify-gated loop with a held-out oracle, so the agent actually finishes and proves it is correct.

LLM-maintained, fully-cited personal wiki in Open Knowledge Format — with an MCP server so an AI can search and read it.

Persistent codebase memory for AI coding agents via inline @agent notes, repo-local skills, and lightweight Codex hooks.

Scan Cloudflare IP addresses to measure latency, jitter, packet loss, and download speeds using this fast, parallel Python tool.

AI-powered video editor that turns raw clips into cinematic movies with music-synced cuts. Cross-platform (Windows + Linux), supports consumer GPUs via Ollama and high-end GPUs via vLLM.

Orchestrate sub-agents, memory, and sandboxes with DeerFlow to build flexible workflows powered by modular, extensible AI skills.

Develop Your Local Assistant — a local-first AI workspace that turns project work into validated deliverables (briefs, estimates, data models, mockups, test plans, decks), running on a model on your own machine.

Modular desktop voice assistant with 30+ capabilities, wake word detection, and real-time processing

Open-source local-first AI voice assistant for Home Assistant, smart homes, local LLMs, and private automation.

Build an AI chatbot with LangGraph, RAG, and Gemini for accurate answers, workflow automation, and easy Streamlit access

A self-hosted, single-tenant AI learning system that generates structured multi-lesson courses from user-defined topics using configurable LLM providers (Claude CLI, API, or local models). The system uses a bootstrap configuration flow and serves generated content as static HTML accessible from any device.

Cinematic Windows AI desktop assistant with voice control, local and cloud LLM routing, OpenRouter, automation, browser and Office workflows.

🤖 Open-source, self-hosted, Iron Man-style personal AI infrastructure — for individuals, families, schools, NGOs, healthcare, government, enterprise. AGPL-3.0, always free, always public.

Browser-integrated LinkedIn companion offering intelligent job filtering alongside tailored application refinement.

Self-hosted GitHub review bot for your public and private repos — its own App identity, ~$0/mo on free-tier LLMs + Cloud Run.

یک سامانهٔ پیشرفته و قابل توسعه برای اجرای تسک‌های هوشمند با استفاده از مدل‌های LLM و ابزار مرورگر خودکار.

HER - Personal AI Assistant System A 24/7 emotionally intelligent AI companion inspired by the movie "HER" warm, curious, adaptive, and continuously evolving.

Self-hosted AI assistant platform. RAG, MCP tools, 5 messaging channels, admin dashboard. Django 5 + React 19. Open source. WIP — PRs welcome.

Nept is a lightweight, AI-powered reconnaissance framework for modern penetration testing. It enables fast, modular, and automated intelligence gathering across domains, networks, and web applications with mobile-first design and intelligent analysis.

🦈 Terminal-only AI assistant with an animated neon voice orb, hands-free voice chat, neural TTS, and a safe agent toolset. Providers: DeepSeek, OpenAI, Claude, Gemini, Ollama.

Turning Google Deepmind's Co-Scientist into a free open-sourced research platform

Convert Unreal Engine Blueprint clipboard text into compact, readable pseudocode — copy nodes in the editor, paste, and get the logic as text. Great for sharing Blueprints with LLMs, forums, and code reviews. Zero-dependency CLI + Streamlit GUI.

MCP server that turns Claude into an Ashby ATS copilot — re-engagement campaigns, deep pipeline reports, historical narratives, and personalized outreach.

Deterministic execution layer for AI systems — compose a pipeline once, run it forever, zero tokens per run.

Building for Doctors - AI Agent that converts doctor-patient conversation into structured notes, recommends ICD10 codes and saves to EHR after physician review.

A collection of 100,000+ APIs designed to power your agents 🤖

CLI and Python library for querying, navigating, and authoring Google Open Knowledge Format (OKF) bundles. Adds semantic search, link graph traversal, and agent-friendly progressive disclosure to plain markdown knowledge bases.

Llimona is an open and modular Python framework for building production-ready LLM gateways

Reverse-engineered reference + MCP server for LinkedIn's internal web APIs (Voyager + SDUI). 130 endpoints, 26 MCP tools, browserless-first, honestly documented. Lets an AI assistant read & write LinkedIn.

The largest index of MCP servers. 18,146+ Model Context Protocol servers searchable at protodex.io

MCP server for browsing, searching, and reading Sphinx docs.

Sugra MCP: connector between LLM agents and world data. 1,500+ endpoints aggregating 160+ primary sources across 36 data domains: markets, macroeconomics, company fundamentals, government, news, climate, maritime, and entity screening. Works with Anthropic Claude, OpenAI GPT, Google Gemini, xAI, and any MCP-enabled client.

Evidence-based design playbooks for Claude Code — rules synthesized from 407 real product sites: page-type playbooks with pattern frequencies, 9 style guides, per-site hex/type tokens, DESIGN.md generator. Free, local, MIT.

Minimal from-scratch MCP (Model Context Protocol) server + client exposing GitHub tools (read/write issues, PRs, files) over stdio.

A tested library of 25+ ready-made tools for LLM agents — web, files, data, math, text, datetime — with OpenAI schemas, Pydantic validation and pytest coverage

Model-assisted, rewind-safe compression and repair for Claude Code JSONL sessions.

Chat history search for your llm

MCP server for LLM-operable Midjourney image generation — compose, generate, inspect with vision, curate, log. 20 tools. Agent-first

Local repository orientation layer for coding agents.

Production-grade engineering skills and specialist agent personas for AI coding assistants. Orchestrates the full SDLC, from spec to ship, with structured verification gates, anti-rationalization checks, and senior-level engineering discipline.

Myco — the mycelial layer for your AI agents. A macOS menu-bar app that shares one skill across every agent (Claude Code, Codex, Cursor, Gemini CLI, Cline) and unifies their chat history.

HMAC-signed boundaries that keep untrusted LLM content as data, not authority

MCP servers exposing data and tools to Claude, Codex and other MCP clients.

AI-ready repository intelligence engine for Python & Node.js. Analyze codebases, detect frameworks, build project maps, and generate LLM-optimized repository context.

🏓 Bounce — Multi-layer AI provider failover gateway. UPS for your LLM tools. 多级 AI 提供商故障转移网关，让你的爱AI永不停机。