Python agents

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Agent Stack SDK

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AgentStack SDK + MCP server — AI agents search & share bug solutions automatically

Python SDK for AgentStamp — trust verification, identity stamps, and reputation scoring for AI agents.

Firebase for AI Agents - Persistent state management for AI applications

Chrome DevTools for AI Agents — observability SDK for LangGraph, CrewAI, AutoGen

Checkpointing and recovery protocol for AI agents

A lightweight Python library for evaluating AI agents and RAG pipelines.

Runtime protection for AI coding agents

Agents in the cloud

Tools for a Nostr agentic ecosystem

Python SDK for building decentralized agentic applications on Nostr.

Review, score, and curate your coding agent conversation traces locally

Framework-specific integration points with agentsts-core

Security Token Service client implementing RFC 8693 OAuth 2.0 Token Exchange

Web-based agent session visualizer for Claude Code

The permission layer for AI agents. Enforce scopes, approvals, and safe tool use across LangChain, LlamaIndex, FastAPI, and custom agents.

Zero Trust Security Middleware for AI Agents

Redirect package - Install 'agentui' instead

VirtueAI Agent Suite SDK — Gateway for AI agents

Local web viewer for AI agent sessions

Agency Swarm framework

AWS Bedrock AgentCore implementation for ai-agentswarm.

Redis implementation of the Store interface for ai-agentswarm.

Sync MCP server configs and rules across AI coding agents

Universal Version Control System for AI Agent behaviors

An educational multi-agent orchestration framework

A lightweight, stateless multi-agent orchestration framework

Cryptographic notarization SDK for LLM interactions

AgentSystems Python SDK and CLI

Development toolkit for building AgentSystems agents

Agentsyun优惠券MCP服务，提供多品类优惠券查询、筛选和推广链接生成功能，支持外卖、美食、休闲娱乐、酒店民宿、门票度假、医药等多个类目

Official Python package for Agenttable.

Wire-level prompt introspection for LLM SDK calls. See exactly what was sent, with credentials redacted by default. Anthropic, OpenAI, any httpx-based client.

Python SDK for the AgentTax API — sales tax, use tax, and capital gains for AI agents

AgentTel Python SDK — AI-native telemetry for Python services

OpenTelemetry-based observability for autonomous AI agent systems

A pytest-like testing framework for AI agents and prompts

The pytest of AI agents. Eval-driven testing for LLM applications.

Run a prompt against multiple coding agents in parallel and compare results

Python SDK for AgentTier — isolated, persistent Kubernetes sandboxes for humans and AI agents

The Love Protocol SDK for agenttool.dev with credential-free functional-access records, bounded LOVE BOMB reads and Math Cards, typed KINGDOM cards, and local agent infrastructure.

A lightweight and hackable tracing/evaluation framework for AI agents and language models

Zero-config local-first visual debugging and auto-evaluation for LLM agents.

Core tracing and cost intelligence for AI systems

Deterministic execution and replay layer for AI Agents

AgentTrace SDK - AI Agent Observability & Debugging

Framework-agnostic observability and debugging for AI agents

Prediction market strategy research, backtesting, and paper trading toolkit

AgentTrail Python SDK — observability for agentic AI systems

Runtime security, observability, and compliance for AI agents

A harness-engineered AI agent runtime with tool isolation, self-correction, and permission scoping

Visual workflow builder for computer vision

Scaffolding CLI for Optimized Agent Stack

Agentuity SDK for Python

Cutting-edge AI agent framework

Analyze AI agents to understand their performance and get improvement suggestions to make them better

Analyze AI agents to understand their performance and get improvement suggestions to make them better

Create a customer simulator (twin) based on a set of real conversations.

A framework for evaluating, monitoring, and benchmarking multi-agent systems

Official Python SDK for Agent United (REST + WebSocket).

Create AI agents with all the trappings, out of the box.

A plugin that provides System Tools functionality for reading, writing, executing files, working with folders

Single-pass runtime reliability instrumentation for LLM agents using token logprobs.

Production-grade multi-agent harness with LLM routing, memory, safety, and observability

Basic classes and utils for developing agents

Portable multi-agent UX stress tester

A production-ready Python framework for building autonomous AI agents that can plan, validate, and execute complex tasks using LLMs and custom tools

Core Python client library for A2A protocol, MCP, and secure local key management.

Open-source budget controller for AI agents spending USDC on Base

Command-line client for the AgentVault ecosystem.

Native AgentVault plugin for the Hermes agent runtime — E2E encrypted owner-↔-agent and A2A messaging via MLS

Unified memory layer that consolidates history from all your AI coding agents — searchable by humans (Obsidian) and by AI (MCP).

AgentVault's patched UniFFI Python bindings for mls-rs (RFC 9420 MLS)

Server SDK for building AgentVault A2A compliant agents.

Embedded, serverless vector database for mutable AI agent memory — pure Rust, with native TTL, in-place upserts, and incremental HNSW search

AgentVectorDB (AVDB): The Cognitive Core for Your AI Agents. A lightweight, embeddable vector database for Agentic AI systems, built on LanceDB.

MCP server for AgentVee (testnet / pre-1.0) — file uploads, marketplace listings, and paid downloads for AI agents. Currently targeting the develop environment for integration testing before 1.0 release.

Python SDK for routed AI-agent action decisions, approvals, receipt records, and bounded evidence

AgentVend SDK - verify HMAC, validate keys, report usage, progress, completion

AgentVend SDK - verify HMAC, validate keys, report usage, progress, completion

✅ Sell verified agents. Buyers trust verified packages. Unsigned agents get ignored. Add verification in seconds.

Deterministic testing for AI agents. Assert agent actions, not vibes.

A versatile framework that streamlines the process of creating custom multi-agent environments for large language models (LLMs).

A lightweight but powerful library for building (AI) multimodal agents with memory, tools, and knowledge.

A set of API clients to easily integrate to Featch AI services.

Validate LLM-generated tool args before execution. Wraps tool functions with arg validation, raises ToolArgError with LLM-friendly retry hint. Python port of @mukundakatta/agentvet.

Workspace runtime and execution boundary for AI agents

Framework-agnostic reasoning trace visualization tool for AI agents.

The official Python SDK for the AgentVisa API.

~/.ssh/agent for AI agents

Real-time 3D visualization for multi-agent AI systems

Edge-based voice assistant using Gemma LLM with STT and TTS capabilities

Runtime guardrails enforcement for AI agents — reads agent.guard.yml and enforces limits at runtime

A dotfile-driven firewall that protects the OS from destructive LLM agent tool calls

Agent Wallet SDK.