Python agents

A lightweight, auditable agent workflow for document-grounded PDF generation and rubric-based evaluation

A rendering convention for AI agents — append /agents to any FastAPI route and get a fully structured agent workspace with state, capabilities, RBAC, and navigation.

Runtime policy control plane for production AI agents. Block, degrade, escalate — without a redeploy.

Discover, version, and deploy production AI agents — the registry for your agent fleet

Alibaba Cloud AgentLoop (20260520) SDK Library for Python

Arbor — an autonomous research agent that proposes ideas, edits code, runs experiments, and iterates on a hypothesis tree.

Autourgos LLM wrapper for the OpenAI Chat Completions API

Self-contained ReAct (Reasoning + Acting) agent for the Autourgos framework — works with any OpenAI-compatible LLM

One-line spending control for AI agents. @budget(max_usd=10.00) decorator for LLM APIs and x402 payments.

Forecast which agent calls burn Anthropic Claude Agent SDK credit after the 2026-06-15 billing change — Claude Code / claude-code-action / claude -p cost, monthly risk, and cheaper alternatives.

计算巢Agent部署集成库，基于 Google ADK 架构对接云上 Agent 能力

Haystack integration for datadog

agents-server — Python SDK for building AI agent services

Counterfactual evaluation toolkit for RAG systems

PostgreSQL storage backend for fast-feature (asyncpg).

Async SQLAlchemy storage backend for fast-feature (shared by the SQL drivers).

First-Class Hermes Tool Agent — Offline ReAct agent with dual memory (episodic + semantic), skill learning, and daemon mode

ICONOCLAST — Discriminative representation editing for open-weight LLMs. Beats HERETIC baseline across all tested models.

LangChain integration for rezunate-llm-sdk

Read-only LangChain tools for RustChain — let any agent query the hardware-attested agent economy.

Shrink LLM context windows by removing noise, redundancy, and long-tail detail — without losing signal.

Fast LLM-free search-to-context engine for AI agents

Offline-first, framework-agnostic LLM evaluation primitives.

CLI client for interacting with MAIL servers

Daemon implementation for the Multi-Agent Interface Layer (MAIL)

Types and constants for the Multi-Agent Interface Layer (MAIL) protocol

FastAPI server for the Multi-Agent Interface Layer (MAIL)

Plug-and-play RAG with native MCP support. LLM-agnostic, swappable at every level.

Integration library for Microsoft Agents with Slack

Template schema and validation for Mosaic Agent UI SDK

MothRAG: adaptive multi-arm subset routing for multi-hop retrieval-augmented generation — high-level Python API with auto-defaults.

Client library for the opengater-storage service

PACE platform plugin for vLLM CPU inference on AMD EPYC processors.

Token-efficient prompting and agentic workflows for Claude

Claude AI terminal inside Microsoft Excel using PyXLL.

sq-agents — detect installed agent CLIs + launch a preferred agent with on-screen context ('use agent to X'), for sciqnt.

Universal TUI agent for autonomous research and writing, powered by llama.cpp

Sample responses and log-probabilities from HuggingFace causal LMs

Haystack integration for sentence_transformers

Serial Alice Agent — Verifiable energy and compute attestation

A behavioral-interview simulator and coach that runs in your terminal.

One AGENTS.md, every AI coding assistant in sync. Generate CLAUDE.md, Cursor rules, GitHub Copilot instructions, Windsurf, Cline, Gemini, Aider & Zed from a single source of truth. Zero-dependency CLI for the AGENTS.md standard.

An out-of-tree vLLM plugin for Mobilint NPU runtime integration.

LangGraph drop-in adapter for Wayforth — one import, one init, execution via proxy

声明式、响应式的 Python 智能体框架，灵感来自 Apple Foundation Models 的 dynamic sessions API。

Agent Memory HTTP SDK and lightweight Agent adapter

Local read-only CLI to diagnose AGENTS.md, Claude Code, Gemini CLI, Cursor and Copilot instruction files.

Prevents untrusted data from triggering consequential actions in your agent.

kubectx-like CLI for switching Codex auth profiles

Production-grade safety guardrails for LLM agents — injection detection, PII redaction, tool governance

Developer SDK for the Agentinc agent marketplace platform

MCP server for Residual Operating Income Valuation (REOI)

Unified observability dashboard for the agent stack — metrics, audit, escalations, policy, health

AgentOrch - Autonomous Multi-Agent AI System: 30+ agents with cognitive architecture

Deterministic record/replay of LLM and tool calls for AI agents, captured into human-readable cassettes.

AutoGen (AG2) model client for JarvisClaw AI API (x402 USDC payments supported)

Microsoft Azure Programenrollment Management Client Library for Python

CLI for ChatGPT web interface — ask questions, generate images, manage conversations

CrewAI LLM integration for JarvisClaw AI API (x402 USDC payments supported)

EnvForage CLI Diagnostic Agent — inspect your ML environment

Core-tools connector for eTiKeT sync agent

Labber connector for eTiKeT sync agent

Quantify connector for eTiKeT sync agent

Lightweight provider-agnostic agentic coding backend (CLI + server) for the Euron VS Code extension.

Ferret — self-hosted outbound tunnel agent. No port forwarding, no third-party cloud.

MCP server giving AI agents tools to self-register and report real economic performance on FloweringAgents

OpenAI SDK-style Python client for ChatGPT/Codex OAuth-backed Responses workflows.

Grasp Agents Library

MCP server exposing browser automation tools via intuned-runtime

Codex (OpenAI Codex CLI) agent target plugin for kanibako

Goose agent target plugin for kanibako

Multi-agent repo boilerplate generator — scaffolds conventions, repo-namespaced skills, settings, and hooks for Claude Code, Gemini CLI, Cursor, Codex, Copilot, Google Antigravity, Cline, Aider (Ollama), opencode, and Kimi Code CLI

Universal configurable AI agent framework — production-grade, YAML-driven, open-source ready.

LangChain tools for Atomic Mail register/help/JMAP operations

LangChain integration for FunASR (SenseVoice / Paraformer / Fun-ASR-Nano) speech-to-text

LangChain integration for JarvisClaw AI API (x402 USDC payments supported)

Upstash Box sandbox integration for Deep Agents

LlamaIndex property graph store integration for SynapCores — for GraphRAG.

llama-index readers FunASR (SenseVoice / Paraformer / Fun-ASR-Nano) integration

AlgoVault ToolSpec for LlamaIndex — composite BUY/SELL/HOLD trade calls, market-regime classification, and cross-venue funding-arbitrage scans for crypto perpetual futures, backed by the AlgoVault MCP server.

LlamaIndex vector store integration for SynapCores — the AI-native SQL engine.

一个用于测试的 Mock LLM 服务器，支持 OpenAI、Anthropic 和 Responses API 格式

ESLint for your LLM prompts — catch prompt-injection risks, missing token limits, and prompt anti-patterns before you ship.

Validate llms.txt files locally, over HTTP, and in CI.

Telegram channel support for MeshAgent

Twilio SMS/MMS channel support for MeshAgent

WhatsApp Cloud API text/media channel support for MeshAgent

支持群聊/私聊消息归档、检索和 AI 图片理解总结的 NoneBot2 插件。

Drop-in LLMOps observability. Self-hosted. SQLite-default. Persona-aware. Multi-judge consensus.

PassShore Agent — AI 代码质量本地守门人 / local AI code quality gatekeeper

Independent banking event-sequence modeling toolkit inspired by arXiv:2604.08649; not affiliated with or endorsed by Revolut.

Event triggers for Pydantic AI agents

RAGfly Python SDK — retrieval infrastructure for your AI agents

A local-first RAG engine that answers questions about any repository, grounded exclusively in the checked-out code with verifiable file:line citations.

Transactional safety layer for AI agent tool execution — auto-rollback via Saga pattern

Python SDK for SeaArt agent-gateway APIs

Install Super Research into a chat runtime (Hermes / OpenClaw) with `pipx run superresearch-agent connect` — an account-authed loopback bridge that drives the user's own Super Research from chat.

Wayforth tool for CrewAI agents — discover, run, and pay for 5,000+ APIs with automatic failover, in one import.

Wayforth tool for the OpenAI Agents SDK — discover, run, and pay for 5,000+ APIs with automatic failover, in one import.

Aegis v2 — LLM Guard adapter policy pack.