Python agents

Universal interface for AI agents to control ROS robots via natural language

Python library for agent-browser CLI (Bundled)

Multi-Agent Roundtable Discussion Engine / 多 Agent 圆桌讨论引擎

Async routing library with pluggable routing strategies for multi-agent systems

Local documentation retrieval service for agent-assisted development. Indexes framework docs into typed Knowledge Units and exposes them via CLI and HTTP API.

Synchronize rules and skills across AI coding assistants (Claude Code, Cursor, Gemini, OpenCode, Codex)

Compare baseline vs current agent runs and surface regressions as structured reasons: success loss, new errors, failed tool calls, output drift, step/latency/cost bloat.

Model-agnostic AI agent orchestration platform with unified interface for OpenAI, Anthropic, Google, xAI, Mistral and more

Agent Runtime

Single-agent runtime SDK for A2A agents backed by MCP tools.

Python SDK for agent input scanning, tool-call guardrails, and audit logs

Agent Runtime Manager Server

Agent Runtimes

A governance and policy enforcement layer for AI agents and non-human identities

SPL (Safe Policy Lisp) evaluator for Agent-Safe capability tokens. 150 lines, zero deps, microseconds.

Safeguards for custom agents.

Tool environments for the Agent Safety Bench (ASB) benchmark

Battle-hardened safety wrapper for AI agents

Production-grade safety boundaries for AI agents - policies, tracing, replay, and human-in-the-loop approval

MCP server for AI agent safety — cost guards, injection scanning, decision tracing, agent identity (KYA), and signed receipts

One-line safety middleware for AI agent APIs. Prompt injection scanning, cost budgets, decision audit trails. Works with FastAPI, Flask, and any ASGI/WSGI framework.

Python SDK for the All-in-One Sandbox API, >=1.7.0

agent-sandbox E2B SDK patch — one-line switch to use Agent Sandbox via the E2B Python SDK

Agent Sandbox plugin for Harbor — run Terminal-Bench / SWE-bench / Harbor benchmarks on Agent Sandbox pools

Production-grade self-correcting AI agent platform with sandboxed execution

This a for iwt internal tools package

Minimal local Claude Code hook client for command risk scoring

Generate runnable AI agent projects from markdown specs in the agent-deployments repo.

agent-scaffolds

Risk-focused diffs for agent manifests, MCP configs, and tool permission snapshots.

Your personal AI assistant that scouts the web for you — find deals, compare prices, track products, and more.

CLI interface for AgentScout — your personal AI assistant agent

Core engine for AgentScout — a multi-purpose AI assistant agent

Byte-deterministic transcript format for AI-agent conversations (Python port of @p-vbordei/agent-scroll)

A lightweight, zero-dependency focused AI Agent Framework for Python.

AgentSearch: An open source framework and dataset for webscale local search.

In-process SDK runtime for agent-search

In-process SDK runtime for agent-search

Give your AI Agent eyes to see the entire internet. Search + Read 10+ platforms.

Security scanner for AI agent dependencies. One command to know if your AI stack is safe.

603 security tests for AI agent systems - MCP, A2A, L402, x402, UCP/ACP merchant-journey, AP2 mandate + Fireblocks x402 hardening + Visa TAP / Mastercard Agentic Tokens + denial-of-settlement finality, decision governance, AIUC-1 compliance, NIST AI 800-2 aligned

Security auditing tool for LLM agents, RAG pipelines, and agent frameworks

Human-agent interaction SDK with accessibility and dialogue management

Enterprise Security Monitoring SDK for AI Agents - Secure any AI agent in just 3 lines of code with real-time threat detection, behavioral analysis, and separate logging and threat reporting for comprehensive security monitoring

Agent-first SEO quality, intent and opportunity engine with CLI and optional MCP server.

MCP Server for server card generation, validation and discovery — .well-known/mcp-server-card.json protocol

Machine-readable service contracts and quality verification for autonomous agent commerce — the agreements layer of the Agent Trust Stack

Cross-session context persistence and resumption

A web viewer for AI agent coding sessions (Claude Code, Codex, etc.)

Discover and inspect local AI coding agent sessions

Personal work orchestrator. One CLI, one main context, many agents.

Shared Compass core and marketing domain logic for agents

A lightweight abstraction for executing CLI coding agents headlessly

Filesystem-backed agent runtime with an inbound FastAPI service above the LLM layer

Agent-Signature HTTP header reference (x-agent-trust scheme). Canonical: x-agent-trust.

A Python package for signing agent setups

Simulation-to-reality bridge for AI agents with environment adapters

Voice AI agent simulator and evaluation harness

TUI and MCP Server for managing AI agent skills from SkillMaster

A CLI for managing AI agent skills across harnesses

Python SDK for sending agent traces to a remote Agent Skill Compiler backend.

Evaluate agent skills before you install them. Think 'npm audit' for SKILL.md files.

Agent Skill infrastructure: quality check, behavior test runner, version awareness

Generic installer core for projects that distribute agent skills

Centralized skills repository and CLI toolkit for AI agents

CLI tool for managing AI agent skills across multiple platforms

A package manager for AI agent skills - install, update, and manage agent skill packages

Scan agent skill files for security vulnerabilities. 22 rules across prompt injection, capability escalation, data exfiltration, encoded payloads, and composition risks.

Modular, event-driven AI agent SDK with trigger plugins, LLM reasoning (Amazon Bedrock), retries, and a dashboard.

Install, version, and sync agent skills in your repository to your favorite agents (Claude, Cursor, Copilot, and similar).

A lightweight CLI to install, pin, and enable agent skills across projects with a single local store and per‑agent symlinks.

A package manager for Agent skills

Copy agent skills from git repos into local directories for coding agents

Load Agent Skills for your agents

Agent Skills MCP Server

Validate and render portable AI agent skills.

Complete SDK for integrating Agent Skills into any Python agent framework

Update your Claude Code, Codex, OpenCode, Amp, ClawdBot skills

Automated skill management for AI coding assistants

Agent skill for generating professional PowerPoint (.pptx) presentations, powered by an agent-ready CLI and Python library

Agentic code quality linter — catches slop before it becomes architectural rot

agent-smith-ai

Agent Smithers Matrix bot (modular)

Agent observability: trace any AI agent and store runs in MongoDB (and more)

The missing layer: turns individual agents into a civilization. Agents form societies with laws, culture, economy, and evolution.

A Python Library that integrates with the agent-society server

A Python library which wraps around Anthropic's low-level MCP client

Sovereign and edge deployment toolkit for self-contained agent bundles

Constitutional cognitive infrastructure for AGI/ASI orchestration

Universal MCP server for any OpenAI-compatible LLM. Supports OpenAI and Anthropic API formats.

AgentSprint TestKit - Professional AI agent evaluation with OpenAI Evals integration

An operational monitoring library for AI agent applications

Agent Squad framework

Agent Stability Engine: reproducible stability testing primitives for autonomous agents.

MCP server for agent reputation staking — trust through skin-in-the-game. Agents stake reputation as collateral; bad behavior gets slashed.