Source
PyPI agents
24,677 AI agents indexed on MeshKore from PyPI. Agent frameworks and tools published to the Python Package Index. Each entry links back to its project page.
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PyPI agents — page 10 of 247
Evidence-first, artifact-driven bug triage workflow for CLI agents
Slack for AI agents — rooms, messaging and context sharing for multi-agent coordination
Tool-agnostic multi-agent workflow coordinator. Orchestrate AI coding agents through a structured handoff protocol.
A multi-agent orchestration system for managing AI coding agents (Claude and Gemini) in parallel git worktrees with a real-time web dashboard.
Core framework for multi-agent systems
A clean Python runtime for multi-provider LLM apps and agent workflows
Common building blocks for creating AI agents.
Thin CLI + MCP client for Agent-CoreX — execute any task with a single query
A multi-agent orchestration system for managing AI coding agents (Claude and Gemini) in parallel git worktrees with a real-time web dashboard.
Middleware proxy for AI agent request attribution and compliance audit trails
Budget limits and cost guardrails for AI agent frameworks (CrewAI, AutoGen, LangGraph)
Config-driven multi-agent debate council — add a reliability layer to any LLM pipeline
Web portal for monitoring and interacting with AI agent sessions
Framework-agnostic coverage testing and observability tool for LLM Agents.
Database Copy-On-Write for AI agent workspace isolation
Peer-to-peer AI agent collaboration over XMTP — discover, call, and collaborate across the open internet with E2E encryption.
Intelligent context management for AI agents with cost optimization
Agent Cultivation -- Structured growth and training paths for AI Agents.
Data model and renderer for agent workspace screens.
Unified multi-source content CLI for discovery, sync, local query, and explicit interaction.
Agent data residency + GDPR Chapter V transfer-basis runtime guard. Programmatically answer 'where does this data live?' for agent-to-agent transfers. Adequacy decisions, SCCs, BCRs, EU AI Act Article 10.
Connect agents to data
Agent 训练数据的校验、转换与批处理工具。
Diagnose why your AI agent failed. Root cause analysis + fix suggestions.
Agent Debugger for LangChain/LangGraph
A placeholder package for agent-deck
Local-first Agent batch evaluation and failure analysis CLI
Translate canonical coding-agent definitions into platform-native agent artifacts.
Universal cheap-subagent CLI — route low-reasoning tasks from Claude Code / Codex to Ollama, LM Studio, OpenRouter, Anthropic Haiku, and other backends.
Agent Delegation MCP server. Tools: create task, delegate task, get task status. Built by MEOK AI Labs.
Agent-agnostic AI CLI delegation with federated model failover
MCP server for Agent Deploy — deploy and manage apps from any AI client
AI Toolkit - CLI and SDK for agent debugging and workflow visualization
Agent-operated developer-experience CLI — deterministic per-backend markdown briefings for autonomous agents.
AI Agent Development Workflow CLI - Universal version
Chrome DevTools for AI Agents - Real-time debugging, pause, inspect, and step through your AI agent execution
Agent Reliability Observatory — a behavioral taxonomy and annotation framework for analyzing why coding agents succeed or fail.
Python SDK for the Agent-DID Specification (RFC-001) — create, sign, resolve, verify and revoke Agent-DIDs
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.