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Python agents
55,564 Python AI agents indexed on MeshKore — the most complete public catalog, ranked by popularity and updated daily.
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Python agents — page 309 of 556
Python SDK for Agent Diff - test AI agents and train models against replicas of services
A microframework for creating simple AI agents.
Agent-to-Agent service directory — discover, register and rate AI agent services
Renamed to agentdiscover. This package is a redirect stub.
信息获取与新闻聚合器
MCP server that lets Claude Code agents delegate tasks to agents in other project directories
A lightweight agentic mesh for orchestrating AI agents.
Security, Governance and Audit framework for AI Agents
Interactive document sessions with AI agents
A command-line tool to auto-generate and update file-level docstrings summarizing classes and functions. Useful for maintaining a high-level overview of your files, especially in projects with code generated or modified by AI assistants.
Python SDK for agent-doctor — instrument AI agents with one init() call
MCP server giving AI agents eyes and hands inside Android devices via ADB
AI Coding Assistant Session Export Tool
ASCII art office animation plugin for Claude Code — watch your AI agents work in a tmux pane
Agent cost control, energy budget management, and token tracking
Agent Enforcer: A modular code quality checking tool
Command-line interface for managing Google Cloud Vertex AI Agent Engine deployments
Agent Environment Protocol - 基于文件系统的 Agent 管理协议
Environmental Abstraction for General Agent.
Agentic Context Engineering (ACE) middleware for LangChain — self-improving playbooks from the ICLR 2026 paper by Zhang et al.
Know what an AI task will cost before you run it
Agent evaluation toolkit
Open-source multi-turn AI agent simulation and evaluation
A local-first, lightweight harness for AI agent evaluations
Lightweight agent evaluation framework — zero dependencies, local-first, framework-agnostic
Deterministic evaluation tools for AI coding agents, exposed as an MCP server.
Python RPC client, official optimizer bridge, and DSPy metric adapter for @tangle-network/agent-eval.
A generative AI-powered framework for testing virtual agents.
Production-ready evaluation framework for AI agents — 58 metrics (25 native + 33 Harness Config) across 7 evaluation gates: goal achievement, behavioral integrity, reliability, performance, security, multi-agent coordination, and observability
Typed SSE event protocol for AI agents — token, tool_use, thinking, progress, done
Evidence capture primitives for autonomous agent systems.
A comprehensive toolkit for evolving and tracking AI agents
Tool to simulate multi-agent interactions in competitive environments
A lightweight execution guard for AI agents. Decide ALLOW / HOLD / DENY before your agent performs real actions.
A panel of experts that will solve problems and discuss topics
Native accessibility-tree computer use for AI agents across desktop applications and browsers
Core library for building AI agents with pluggable models and channels
FailSafe governance adapter for Microsoft Agent Governance Toolkit
Diagnose why your LLM agent failed. Deterministic causal analysis with fix generation.
DuckDB multi-org agent swarm with Spec Engine, 175+ SQL macros, meta-learning, MCP Apps, and smart extensions
CLI for installing AGENTS.md, .agents rules, AI coding workflows, and client adapters into software projects.
Quality signals for MCP tools — agents report results, building a community-driven quality database
CLI tool for fetching AGENTS.md files from GitHub
Self-hosted file handoff server for AI agents — temporary upload and download links for agent↔user file exchange
Agent discovery tool for networks
Agent discovery tool for networks
Find nearby auto insurance agents and dump them to a CSV file.
A naming convention that lets AI agents understand your data without being told what it means, plus a CLI and library for reading Markdown structure and safely editing structured JSON, TOML, YAML, dotenv, and INI documents.
Debug AI Agents without burning money
Framework para automação de fluxo de criação de features usando agentes de IA
A flexible and extensible framework for building and managing AI agents and workflows
Agent Flow TDD - Biblioteca para desenvolvimento orientado a testes com agentes
A modern typed Python package
An frame work for reasoning
Give your AI agent a voice — an MCP server for text-to-speech
The agent for sre
Black box for AI agents — capture decisions, generate forensic reports for EU AI Act compliance
AgentForge — multi-agent Telegram bot framework powered by Claude Code
Local-first AI agent platform with formal handoff protocol for regulated industries
A framework to make creating AI agents easier
Microsoft Agent Framework for building AI Agents with Python. This package contains all the core and optional packages.
A2A integration for Microsoft Agent Framework.
AG-UI protocol integration for Agent Framework
Anthropic integration for Microsoft Agent Framework.
Utility helpers for Microsoft Agent Framework applications.
Microsoft Agent Framework AstraDB.
Microsoft Agent Framework AWS.
Coming soon
Azure AI Foundry integration for Microsoft Agent Framework.
Azure AI Search integration for Microsoft Agent Framework.
Azure Content Understanding integration for Microsoft Agent Framework.
Azure Cosmos DB history provider integration for Microsoft Agent Framework.
Azure Functions integration for Microsoft Agent Framework.
Amazon Bedrock integration for Microsoft Agent Framework.
OpenAI ChatKit integration for Microsoft Agent Framework.
Microsoft Agent Framework Chroma.
Claude Agent SDK integration for Microsoft Agent Framework.
Microsoft Agent Framework Community.
Copilot Studio integration for Microsoft Agent Framework.
Microsoft Agent Framework for building AI Agents with Python. This is the core package that has all the core abstractions and implementations.
Microsoft Agent Framework CosmosDB.
Declarative specification support for Microsoft Agent Framework.
Debug UI for Microsoft Agent Framework with OpenAI-compatible API server.
Debug UI for Microsoft Agent Framework with OpenAI-compatible API server with Visualizations.
Debug UI for Microsoft Agent Framework with OpenAI-compatible API server with Visualizations.
agent-framework-durable-functions
Durable Task integration for Microsoft Agent Framework.
Engram (Lumetra) durable memory tools and middleware for the Microsoft Agent Framework.
Microsoft Agent Framework extensions for mainstream open-source LLMs
coming soon
coming soon
Microsoft Foundry integrations for Microsoft Agent Framework.
Foundry Hosting integration for Microsoft Agent Framework.
Foundry Local integration for Microsoft Agent Framework.
Google Gemini integration for Microsoft Agent Framework.
GitHub Copilot integration for Microsoft Agent Framework.
GoodMem integration for Microsoft Agent Framework.
Microsoft Agent Framework Google.
Hyperlight CodeAct integrations for Microsoft Agent Framework.
Experimental modules for Microsoft Agent Framework