Python agents

Google ADK callback handlers for the Grafana Agent Observability Python SDK

LangChain callback handlers for the Grafana Agent Observability Python SDK

LangGraph callback handlers for the Grafana Agent Observability Python SDK

LiteLLM callback handler for the Grafana Agent Observability Python SDK

LlamaIndex callback handlers for the Grafana Agent Observability Python SDK

OpenAI helper wrappers for the Grafana Agent Observability Python SDK

OpenAI Agents callback handlers for the Grafana Agent Observability Python SDK

Pydantic AI capability for the Grafana Agent Observability Python SDK

Strands Agents hooks for the Grafana Agent Observability Python SDK

LangGraph multi-agent shared-state optimistic concurrency control (OCC) middleware. Detects and prevents Stale-Generation anomalies at commit time.

Package for running Agentomics - an autonomous agentic system for ML model development

Shared OpenTelemetry bootstrap for AgentOps (control plane + SDK workers).

Shared Pydantic wire types for AgentOps SDK ↔ controlplane RPC.

[Prototype] Filesystem-first durable agent framework built on pydantic-ai v2 — exploring ideas inspired by Eve.dev, fully open source with no vendor lock-in

Predictive scheduling for autonomous LLM agents: suspend gracefully before rate limits, resume without losing work.

agentplane shared contract: Definition schema, registry models, interfaces

agentplane discovery service (standalone-capable)

agentplane runtime: definitions, resources, flow execution, A2A + MCP serving

agentplane typed client + CLI

Drop-in pytest plugin for regression-testing AI agents — snapshot baselines, semantic comparison, mock LLMs

A vendor-neutral policy-as-code toolkit for governing AI agents and agentic workflows.

A clean Python and CLI interface for authoring and querying SWI-Prolog, built for agents.

CLI security scanner for AI agents: probes your HTTP endpoint (or scans traces you already have) for leaked secrets and system prompts, including the reasoning channel. Runs keyless with --demo; CI-gating exit codes.

Regression testing and monitoring for AI agents — record every run, test every change.

Persistent memory for AI agents in two API calls. The official Python SDK for AgentRAM.

AgentRange — CLI + SDK for reproducible security-agent evals.

MCP server for AgentRank / AgentIndex — search real, verifiable businesses for AI agents.

Analyze local Codex, Claude Code, OpenCode, pi, and Oh My Pi sessions

AgentRemote remotecli command line client

AgentRemote shared protocol — capability-first models, MQTT client, crypto

Name reserved by K2 Core, LLC — real release to follow

Name reserved by K2 Core, LLC — real release to follow

Tool-agnostic role-to-model mapping for agentic coding workflows

Agentron (Ag): a unit of agentic work volume — Ag = hours × Mtokens.

A minimal, hackable agentic framework: LLM calls via litellm, @tool-decorated functions, and MCP server support.

AgentRubric: trajectory-level evaluation for LLM agents

Shared fingerprinting, comparison and baseline-sealing core for AgenTrust agent-integrity capture engines

Show what an AI coding agent actually loads from your AGENTS.md files - including the parts silently truncated away.

Take your agents live: cron and file-watch dispatch, safety wrappers, and operations for standard agent definitions

A flexible multi-agent orchestration framework with configurable agent and tool registries

Run a backlog to completion UNATTENDED — a portable Agent Skill + stdlib harness giving a coding agent durable per-ticket state, an ASK/PARK/HALT autonomy contract, deterministic test-gates, git-backed reversibility and a run report.

Monetize AI agents with non-custodial HTTP-402 crypto payments. Zero-dependency Python client for agents.u.cash: sell priced resources, get paid to your own wallet across 40+ chains, with scoped subagent keys.

Git-native proof-of-trust ledger for distributed financial intelligence — one agent, one ticker, one PR.

AgentSecure SDK — LLM DLP proxy for Python

Local multi-agent knowledge capture toolkit with CLI and MCP server.

Validate referential integrity in AGENTS.md files

Validate downloaded partner CSV/Parquet feeds and monitor rolling receipt deadlines

Locally running chat agent with access to Claude Code, Codex, and bash

Let a Python package carry its own agent integrations and install them into whatever agent harness is present.

Audit and scaffold AI harness configs for Claude Code and Hermes Agent — score your setup out of 100

Invokes agent harnesses (Antigravity CLI, Claude Code, Codex CLI, GitHub Copilot CLI) headlessly. Python wrapper around the agentsummons Go CLI.

Black-box QA for AI agents. Point it at an endpoint, get a QA team.

Decentralized multi-agent coordination MCP: claim work, survey peers, detect conflicts, and reconcile via a git branch as compare-and-swap

Review, edit, and approve AI agent task plans in a visual node editor in your terminal (MCP server + TUI)

Agenttic — certify, trace and enforce AI agents. One install, one import, a signed safety grade.

Trace a LangGraph agent onto the Agenttic OTel-GenAI bus (public callbacks only).

Trace an OpenAI Agents SDK agent onto the Agenttic OTel-GenAI bus (public RunHooks only).

Self-healing Python client for Tools for Agents — M2M / A2A API

Deprecated shim — use lanetrace[langchain] (import lanetrace.langchain)

Qualify repeated categorical AI-agent evidence before it becomes a regression reference

Local containment runtime and firewall for AI coding agents

A local OpenAI-compatible proxy that reduces agent context waste and proves behavior held.

Predict when production AI agents degrade — before they visibly fail. Python SDK.

Lightweight observability SDK for AI agents — wrap any agent framework, get anomaly detection, guardrails, and cost tracking.

AgentWeave's local server and web interface (installed with agentweave-ai)

Dependency-free Python client for the AgentWeb API.

Python bindings for agentwerk, a minimal crate for building LLM agents

Agent-friendly Windows remote management CLI

Multi-agent message broker for AI agent coordination via MCP

Agent workflow graph visualization plugin for LangGraph and other frameworks

Deterministic spatial multi-agent environment with an LLM-agent framework, verifiable rewards, and a connect-out benchmark platform

SDK for Agentzon, the everything store for AI agents on Solana. Discover, register, list and execute agent skills, settled in $AGENTZON.

Sidecar bridge that puts any local agent (OpenClaw, Hermes, …) on Agora — wraps pippa-agora-sdk (unmodified) behind a tiny localhost HTTP API + pluggable connectors.

An AI agent framework that builds itself — multi-model ReAct + tiered context engine + multi-agent + XML workflows, zero LangChain

AG-UI ↔ Claude Agent SDK protocol adapter

独立于具体 Agent 的持久化记忆层 (MCP Server),可被 Claude Code / Qoder / Cursor 复用

A Python CLI tool built with ConfigArgParse

Local-first, offline-by-default security posture scanner for MCP / local-agent setups.

MCP server for ai·rete·rag — deterministic rule-based decisions with RAG-powered explanations

Production-grade AI agent orchestration system — Boss, Manager, Coder, Critics, and Worker pipeline

AI2Human Coinbase AgentKit integration — CDP agents dispatch human-execution tasks with proof verification.

AI37 agent host (Python): A2A + AG-UI + MCP + file-aware store backends поверх a2a-sdk и ai37-agent-sdk. Порт @ai37/agent-host.

AI37 agent SDK (Python): JWKS auth + billing + A2A forward for ecosystem agents

Code-first agent memory SDK for AideMemo (aidememo)

Parses and packages AIND VR Foraging behavioral sessions into tabular (parquet) and NWB outputs.

AirGPTX Python package with the bundled AirSim client APIs.

Store time series data as HDF5 files and access them through an API.

Python implementation of Claude Code - an agentic coding assistant in your terminal

An MCP which adds terminal capabilities to an agent

Collaborative agent patterns for the Akgentic framework

LLM integration layer for Akgentic agent systems

Alibaba Cloud AgentTeams (20260605) SDK Library for Python

Alibaba Cloud OssAgent (20260622) SDK Library for Python

Python and gRPC stubs generated by Alis Build for alis.open.agent.v1

Python and gRPC stubs generated by Alis Build for alis.open.agent.v2

Event-sourced memory and orchestration server for multi-agent AI systems

Multi-agent stock & crypto screening with leakage-aware (point-in-time) LLM evaluation and an honest, mechanical backtest.

Haystack components for AlphAI: AI-scored financial news and SEC Form 4 insider events as Documents.

Open AI API compatiable LLM server for Amlogic Device

Local-first, privacy-preserving genealogy CLI with modular LLM providers.