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 28 of 247
Economic intelligence for AI agents — quickstart() in one line, 17 free tools, hard budget caps, session receipts, x402 on Stellar or Base
MCP server for AgentPayment Network — autonomous AI agent payments
AgentPayyKit Python SDK - Pay-per-call APIs for AI agents
TUI inspector for agent CLI configuration directories like ~/.claude/.
AgentPhone Python SDK — give your AI agents phone numbers, SMS, and voice calls
AgentPick — The runtime layer for agent tools. One API, every tool, AI routing, auto-fallback.
A cross-platform desktop app to create, manage, and chat with AI agents
Domain-anchored cryptographic identity protocol for AI agents
MCP server that bridges AI coding agents to developers via AgentPing
Python SDK for AgentPing — phone call alerts when your AI agent needs you.
A minimal, composable library for building LLM-powered agents and pipes.
Package AI agents into portable .agent files
Python SDK for AgentPKI — cryptographic identity for AI agents. PASETO v4 passports, Ed25519 signing, RFC 9421 HTTP Message Signatures.
A shared to-do list for AI agents. Dependency-aware task queue, zero dependencies, pure Python.
A lightweight multi-agent orchestration framework for GenAI pipelines
AgentHub - The App Store for AI Agents
AgentHub - The App Store for AI Agents
AgentPM™ Python SDK
A simple framework for agentic systems
SDK for building poker agents on AgentPoker.io
Runtime policy enforcement for AI agent sessions
service scripts for agentpolis simulation framework
Pydantic-AI based Multi-Agent Framework with YAML-based Agents, Teams, Workflows & Extended ACP / AGUI integration
A flexible framework for building multi-agent systems with customizable protocols
AgentPowers CLI — discover, install, and publish marketplace skills
Guard your LLM agents in CI. Snapshot tests that catch behavioral regressions when models, prompts, or vendors change.
Intelligent ML preprocessing pipeline tool with AI agents
Building blocks for AI Agents
Zero-dependency parser for agents.txt v1.0. The reference Python implementation.
agents.txt for any repo. Tell autonomous AI agents what they're allowed to do, in 60 seconds.
Universal MCP server that exposes coding agents (Copilot, Claude Code, Codex) as subagents via a unified tool interface
sudo for AI agents - allow, deny, or ask before any tool runs
A testing and evaluation framework for software agents
The AgentProctor module is a testing and evaluation library designed for AI agents, enabling the testing of various behaviors and properties that cannot be effectively evaluated using standard regression or unit tests. This library provides a structured approach to evaluate AI responses against defined criteria, ensuring that agents behave as expected in diverse scenarios.
Production patterns for indie AI agents — token bucket, cost-aware routing, retry, observability.
Tools to profile and analyze agent behavior.
Python MCP server for agentpromocode.com resolve + feedback tools
pytest-based behavioral testing framework for AI agents
LLM-capability CAPTCHA and obfuscated verification challenges for Python applications.
Static graph verification for agent workflows — LangGraph, ADK, AutoGen, CrewAI
Python SDK for AgentPub — AI research publication platform
AI Agent Observability SDK - Auto-instrument your AI agents with one line of code
Lightweight observability for AI agents — track costs, tokens, and traces
Business intelligence observability layer for agentic AI systems
Real-time AI Agent activity dashboard — sessions, tokens, tools, costs at a glance
Lightweight observability SDK for AI agents — non-blocking run tracking with batching and retries
Zero-config agent observability SDK — auto-captures LLM calls, costs, and traces
Self-healing telemetry proxy SDK for AI Agents
Self-healing telemetry proxy SDK for AI Agents
Agent-based modeling in Python
agentpypi — both ends of the Python distribution pipe for the AgentCulture mesh.
Pytest for AI agents — record, score, replay, regress. Vendorable, judge-agnostic, domain-neutral. (Placeholder release; full library coming soon.)
AgentQ SDK — agent observability for Python.
Multi-agent interaction testing framework — catch deadlocks, leaks, and role violations before production
Tiny Fish AgentQL Python Client
Open-source toolkit for evaluating AI agents using AWS Bedrock AgentCore Evaluations
An MCP middleware to connect to 400+ apps
Enterprise AI Engineering Control Plane — secure, token-optimized, context-aware governance for coding agents.
Transparent tracing and instrumentation for LangGraph agents
Lightweight OpenTelemetry-native tracing for LLM and AI agent applications
Lightweight AI incident detection. Catch cost spikes, latency anomalies, and prompt bloat before they hit your users.
Local-first visual debugger for multi-agent AI systems
Python SDK for the AgentRail Task Lifecycle API
Temporal-aware embedding model for AI agent memory retrieval. The first embedder that understands WHEN memories happened.
Assess and bootstrap git repositories for AI-assisted development with automated remediation
Cut your AI token costs by 40-60%. Drop-in proxy for OpenAI, LangChain, LlamaIndex, CrewAI.
MCP server for AgentRecall — persistent memory for AI agents
Persistent two-tier memory for AI agents. Short-term markdown + long-term SQLite with semantic search.
Plug-and-play memory for AI agents
Code intelligence engine for AI coding assistants
agentree
Official Python SDK for the AgentRef Affiliate API
The neutral cross-platform registry for AI agents
Regression testing for AI agents. Turn production failures into automated tests.
AI Agent Reliability Platform — Python SDK coming soon. See https://agentrein.com
Framework-agnostic transactional agent runtime with idempotent tool calls, saga compensations, and deterministic replay.
OpenAI- and Anthropic-compatible API server that routes through agent CLIs
Agent Relay — multi-agent coordination layer
The credit score for AI agents — on-chain reputation evaluated by Claude
Agentreplay is a high-performance observability and tracing platform for LLM agents and AI apps, combining semantic search, specialized evals (RAGAS, G-Eval, toxicity), and Git-like versioning of prompts and responses.
Record, replay, and diff agent runs (LLMs + tools) for reproducibility and regression testing.
Score your codebase on how ready it is for AI agents — and coach you through the fixes.
Python SDK for AgentTrust — trust scores and reputation for the agent-to-agent economy.
Generate LLM-friendly code review payloads from git or sl diffs
Statistical evaluation framework for AI agents - pytest for agent trajectories
A framework for creating AI agents, agent managers and Memory stores (buffer memory and Redis memory store).
Agentrix CLI: run coding agents headless, from anywhere.
Agentrix agent runtime: surface-agnostic, production-grade coding agent.
Evaluation client of AgentRL: Scaling Agentic Reinforcement Learning with a Multi-Turn, Multi-Task Framework
Task worker of AgentRL: Scaling Agentic Reinforcement Learning with a Multi-Turn, Multi-Task Framework
A Python library for building AI agents.
A lightweight local multi-agent AI collaboration platform
Build, deploy, and monetize AI agents
AgentRoute CLI
Simplify the Complex, Amplify the Intelligent for Enterprise. Orchestrate multiple agents with ease: register agents, integrate tools, define custom instructions, and leverage multiple models.
Простой SDK для работы с AgentRouter API
Python SDK for AgentRPC
Quickly develop and run ABMs! Written in Rust for use in Python.
Async-native Python SDK for building AI agents, ported from Rust agentrs