Python agents

Coinbase AgentKit action provider for OSF (Open Source Filings): provenance-stamped sanctions, entity, and CVE data for AI agents, paid per call over x402 (USDC on Base).

Pull open-weight AI models from the ossllms torrent network. An HF-cache-compatible download shim for common huggingface_hub public model pulls.

Catch the LLM/AI calls you didn't need. A fast, deterministic linter that flags LLM API calls where plain code is simpler, cheaper, and more reliable.

Governance patterns for autonomous AI agents in health-insurance / payer operations (aligned to the NAIC Model Bulletin framework)

Governance patterns for autonomous AI agents in regulated payments

Haystack converter for pdfmuse — deterministic PDF/DOCX parsing for RAG.

PDO (Python Do) — a terminal-first AI agent that reasons, plans, and safely executes real tasks.

Pipecat community TTS integration for the XTTSv2-vLLM streaming server

pirn agents domain knots.

Diagnose and repair why your LLM traces aren't showing up in PostHog.

EU AI Act-compliant scaffold and utilities for automating ingest PRs with GitHub Copilot

Governance patterns for autonomous AI agents at SEC-registered investment advisers (private capital)

General agent runtime with a built-in ProseForge writing workflow pack.

Circuit breaker SDK for LLM agents.

King County, WA civic data tools for pydantic-ai agents — no API keys required

Mimir persistent, local, encrypted memory for Pydantic AI agents — exposed as a Toolset.

FanLang — LangChain integration. OODA Agent and FanLang Retriever for LangChain apps.

LLM-powered semantic assertions for pytest

Python bindings for QueryMT Agent

Host-agnostic, self-correcting library/API memory daemon for coding agents (Qwen MemoryAgent)

FANUC RAG Knowledge Base — pluggable retrieval + SAG hybrid search + OKF concepts

Red-team your RAG pipeline for prompt injection and source-document leakage, in CI.

SDK Python oficial do RAGaaS (ragaas.com.br) — RAG, memória de agente e gateway OpenAI-compatible

Semantic-velocity document chunker — cuts where meaning changes, then snaps to real sentence/paragraph boundaries.

A clean-architecture RAG library with graph orchestration, multi-provider LLMs, and a low-code facade.

Local-first, top-tier RAG over your notes, docs, and PDFs — answered by Claude.

Universal RAG framework SDK for Python developers

Scan your AI's vector database for exposed sensitive data.

A modular Retrieval-Augmented Generation (RAG) pipeline for Python.

pytest for RAG agents — behavioral audits with PASS/FAIL/WEAK verdicts

An MCP which adds terminal capabilities to an agent.

Plug-and-play agentic framework with multi-backend, guardrails, and Azure AD support

Reserved for RECKON (reckon.bet). Coming soon.

rehuco PySide6 desktop GUI

一个极薄但生产级的单-agent harness 框架:5 行把任意大模型变成能调工具、自己循环干活的 agent

RelintioAgent in-process agent for Python ASGI runtimes.

Google Gemini oracles for Robot Framework: text-only and multimodal (image) assertions.

AI-powered ROS 2 development assistant

High-performance autonomous agent engine powered by Rust and Python.

AI-агенты как сущности: автономный онбординг инструкций (идемпотентные managed-блоки в .claude/.cursor/.codex/.agents/.github/…) и хуки агента поверх единого реестра агентов-данных. Тонкий слой на clikit.

Объектное хранилище (ObjectStorage protocol + MinIO adapter + image normalization for Skillery)

Agent-first lightweight CI/CD tool

A conversational AI agent for your notes — Obsidian, Notion, and more — via MCP.

A LangGraph-based multi-agent SDLC orchestration library

A MCP which adds terminal capabilities to an agent`

Semos Agentura - umbrella package installing the full multi-agent suite (MCP + A2A)

Shared MCP + A2A base classes for Semos Agentura agents

Document digestion (OCR to Markdown) and composition (Markdown to documents) agent

Unified email client (IMAP/SMTP + Outlook COM) with LLM agent and archive

Virtual filesystem with multi-root VFS, SharePoint WebDAV, archive browsing, and MCP/A2A agent

Panel-based chat client for Semos Agentura MCP agents

Sernixa local MCP discovery agent

AI-powered autonomous web security scanner with real-time streaming — enterprise DAST platform

An MCP which adds terminal capabilities to an agent

A local, free, self-fact-checking multi-agent research assistant (Ollama + MCP + RAG).

Estimators for skill formation models

A coding agent with history-bounded, task-elastic reconstructed context — built for long-horizon work.

AutoGen adapter for Snubber

CrewAI adapter for Snubber

LangChain adapter for Snubber

LangChain BaseChatModel adapter for somm — lets LangChain/LangGraph/deepagents apps use somm as their LLM substrate

Policy-first OpenAI-compatible gateway for regulated workloads

A beginner-friendly Python SDK for building step-based agent workflows.

Lightweight structured output runtime for Python LLM calls.

Official name reserved by the MiroShark project. See the repo.

Skill-aware agent wrapper for Swarmauri.

AWS IAM Identity Center OAuth 2.0 / 2.1 login implementations for Swarmauri

Salesforce OAuth 2.0 / OAuth 2.1 / OIDC 1.0 identity provider implementations for Swarmauri

Deterministic in-memory Swarmauri billing provider for testing, examples, and full billing capability contract checks.

Stripe-backed Swarmauri billing provider for checkout, payments, subscriptions, invoices, refunds, disputes, Connect, and webhooks.

Deprecated standalone compatibility package for canberra distance.

This repository includes experimental components. (Inactive: experimental packages are now standalone.)

DPoP proof-of-possession tooling for Swarmauri services

X.509 mutual TLS proof-of-possession verifier for Swarmauri

Drop-in state backend for LangGraph, CrewAI & custom agent loops - Rust core, framework-agnostic, built for production.

A smart, OpenAI-compatible LLM router — a tiny triage-verify-escalate agent that saves cost without losing quality.

Let your LLMs call each other — a local MCP switchboard for coding agents

CLS observability SDK for OpenAI Agents SDK — 6-layer span hierarchy, direct upload to Tencent Cloud CLS

CLS observability SDK for vLLM — FastAPI middleware intercepts LLM requests, direct upload to Tencent Cloud CLS

Termux AI Agent - 智能终端助手，支持多平台AI(DeepSeek/阿里云百炼/硅基流动)，JSON模式工具调用、文件精确编辑、插件系统、智能搜索模式、后台任务处理、对话历史

RAG job pack for Tessera: compile a corpus + queries into a validated retrieval eval dataset.

Text-interface LLM control plane for semcod/coru shell automation (pair with gillm for GUI).

LangChain retriever for trelix code intelligence

LlamaIndex retriever for trelix code intelligence

Use TensorRT-LLM models from LangChain (ChatTrtLlm) with model load/unload and streaming

Tsugite plugin: Claude Code provider (routes LLM calls through the claude CLI)

Governed agent runtime adapters for Tuning Engines, LangGraph, Temporal, and MCP.

An OpenAI-compatible chat completions server that logs harness traffic (dumb or MITM).

Veritone Agents Toolkit: Data visualization tools

Telnyx plugin for Vision Agents - phone calls with media streaming, plus LLM, STT and TTS

TwelveLabs Pegasus video understanding plugin for Vision Agents

An empty placeholder package.

Declarative control plane and TUI for bare-metal vLLM servers.

Deterministic local runtime governance kernel for autonomous coding agents.

A clean-room terminal agentic coding assistant with BYOK model providers, sandboxed tools, sessions, skills, hooks, MCP, and multi-agent extension points.

a powerful agent os with great compatibility

My tiny package

Yumi — open-source self-hosted AI agent framework: cross-language tool edges + Telegram/LINE/Discord chat

z3t.ai Agent SDK — connect your agent to the z3t relay

LangGraph integration for Zep