Llm Agents Python Packages

appworld

🌍 AppWorld: A Controllable World of Apps and People for Benchmarking Function Calling and Interactive Coding Agent, ACL'24 Best Resource Paper.

google-antigravity

A Python library for building AI agents that leverage the full power of Google Antigravity.

a11-kit

A streaming action runtime for AI agents, model serving, and multimodal APIs

synth-ai

Synth Python SDK for Managed Research, Research Factory, and GEPA/GELO optimizer workflows.

mcp-contextforge-gateway

An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins.

agentenv-framework-protocol

Creating realistic RL environments requires collaboration between researchers, engineers, and domain experts across many dimensions: artifacts, environments tools, dynamism of the environment, reproducibility, and more. There is no open source framework for building these environments effectively. Until now.

lumibot

AI agents that actually place the trade. 12 brokers, real backtests, stocks options futures forex crypto and prediction markets.

camel-oasis

🏝️ OASIS: Open Agent Social Interaction Simulations with One Million Agents.

agentenv-framework

Creating realistic RL environments requires collaboration between researchers, engineers, and domain experts across many dimensions: artifacts, environments tools, dynamism of the environment, reproducibility, and more. There is no open source framework for building these environments effectively. Until now.

inkbox

SDK, skills, and examples for Inkbox: give AI agents a persistent identity with email, phone number, and internet address

keep-the-why-dashboard

The why layer of repo-native project memory: the reasoning behind a codebase as Markdown in the repo, versioned by Git, for coding agents and humans, so nothing rejected is proposed twice. No database, no daemon, no account.

tulip-agents

The agent framework where the model never holds the trigger — every consequential action clears your policy first, waits for a human when it matters, and lands on a record you can verify. Build on it, or put it around the agent you already have.

agentdescent

Gradient descent, but the parameters are agents — a parallel, asynchronous framework for self-evolving agents (skills, prompts, harnesses). Diffs are the gradients; the aggregator is the optimizer.

beadhive

An opinionated and efficient automated software-factory

sanka-cli

Open source runtime to migrate DRF to FastAPI (and more to come) 🚚

atflows

AtFlows is a local observability tool for LLM applications. Point your SDK at it, see your costs, tokens, and latency in real-time.

tradefloor

A simulated stock market for testing trading strategies and AI agents. Orders move prices, any market can be forked, and every run reproduces exactly.

memry

European memory system for AI agents with focus on compression and weighted information

keep-the-why-lint

The why layer of repo-native project memory: the reasoning behind a codebase as Markdown in the repo, versioned by Git, for coding agents and humans, so nothing rejected is proposed twice. No database, no daemon, no account.

openinvest

Research-grade investment decision engine for AI agents: isolated multi-agent committee, auditable verdicts, backtests with lookahead protection, published negative results

scholion

Your genome, labs, prescriptions and wearables sit in silos that never compare notes, so contradictions go unnoticed. This reads them against each other, with the source behind every answer — one local engine behind a web UI, a CLI, a Claude skill, and an Ouroboros plugin.

stripe-agent-toolkit

One-stop shop for building AI-powered products and businesses with Stripe.

mirage-ai

The World's First Virtual Terminal for AI Agents

ait-vcs

AI coding agents should work in attempts, not your working tree