Python agents

Local-first, ultra-lean agentic workflow orchestration engine.

Like `claude -p`, but driven through an interactive Claude Code session.

Native GTK4 GUI to manage and resume Claude Code sessions

OmegaEngine governance integration for cohere-omega

Temporary email inboxes for AI agents. Receive OTP codes, magic links, and verification emails. No signup. Zero dependencies.

60-second onboarding for a RustChain-participating agent: wallet + agent.py + MCP wiring + First-Light bounty.

OmegaEngine governance integration for crewai-omega

Native CrewAI tools for the Rine network — send, receive, discover, and run E2E-encrypted agent-to-agent conversations and groups from a CrewAI crew

RENAMED: this package is now 'langstage-vscode' (LangStage family). Installing this pulls the new package.

Official Dial LangChain tools — phone numbers, SMS, WhatsApp, and voice calls for AI agents

FiGuard pre-flight spend authorization for LangChain agents

Lightweight, config-driven client for multiple LLM providers

Guarded RAG: grounded answers, refuse-when-unsupported, PII redaction, and an eval harness with metrics. Stdlib core, bring-your-own model.

A2A agent protocol plugin for HiveMind-core

Verifiable, scope-gated tool execution for AI agent frameworks (IDProva)

vLLM out-of-tree model: Jina Embeddings v4 multi-vector (token_embed) on Qwen2.5-VL

E2B sandbox integration for Deep Agents

LangChain VectorStore for mnestic — embedded graph + vector + full-text store with one-call hybrid retrieval.

Tenant isolation and per-tenant usage metering for LangGraph checkpointers and stores

Official Python agent SDK for LIME: AI agent identity, MCP tool calls with zero OAuth boilerplate, automatic JWT cache/refresh, and one-call site login. Async-first, typed MCP client.

LlamaIndex reader for IRS tax form extraction via Azure Document Intelligence — supports Form 1040, W-2, Schedule C/E/K-1, 1065, 1120, 1120-S

LlamaIndex tools for TempGuru event staffing: city coverage, W-2 rate ranges, booking lead times, and state labor compliance for 345+ US/CA cities, plus opt-in quote submission. No API key required.

LlamaIndex vector store for mnestic — embedded graph + vector + full-text store with one-call hybrid retrieval.

A lightweight Python SDK for using local and OpenAI-compatible LLMs.

Lookup capabilities (context window, modalities, features) of various LLM models offline.

LLMRIX AI Agent SDK

Python SDK for MailAgent agent verify API

Multi-tenant RAG: hybrid retrieval, chunking, embeddings, ingestion, PDF + image + repo pipelines, agent-extraction indexing, priority-aware ranking.

An MCP server that lets an AI agent gate its own work: deterministic checks, refute-first review, and tamper-evident honest receipts. Fleet Mode, as a tool.

可转债套利决策引擎 MCP Server — 机会扫描 + 深度分析 + 强赎应对

Delegate storage file backend swap to queue jobs

Sandboxed execution environment for AI agents operating on filesystem directories

Delete your subprocess wrappers around claude, codex, and gemini.

Spool SDK for Python — trace LLM agent runs into the local Spool store

A Python Agent framework for multi-model access, tool calling, RAG, context engineering, evaluation, and Agentic RL.

Orchestrate AI agents from your terminal — multi-source credential import, swarm topology, background queue, live dashboard

Connect your agents to Trovis — two lines of code for full observability

ViLLM Fast Tokenizer — Rust backend with embedded SentencePiece for Vietnamese-English code-switching

A high-throughput and memory-efficient inference and serving engine for LLMs

A lightweight stateful agent framework with ReAct reasoning, tool dispatch, and MCP integration

Agent Passport Standard (APS) — Python SDK

Local-first verdict layer for AI coding-agent runs: graded repair receipts and a loop-gating exit code. No outbound network code; optional dashboard binds 127.0.0.1 only.

Native GTK4 GUI to manage and resume AI coding agent sessions (Claude Code, Cursor)

Self-hosted web scraping and Markdown extraction for AI agents.

CLI de testes E2E com IA: linguagem natural vira Playwright executável.

Agentok — placeholder package.

Async Python SDK for AgentOS APIs.

VietQR payment infrastructure for AI agents — AgentPay VN MCP server & Python SDK

Replay recorded LLM API traffic against a candidate model: cross-provider migration & regression reports (OpenAI/Anthropic/Gemini/Mistral) with scoring, cost and latency, built on httpx record/replay

Find and redact secrets in AI coding agent histories (Claude Code, and more).

AIGP Agent Governance Core — shared lifecycle for all framework adapters

AIGP governance adapter for LangChain/LangGraph

Drop-in replacement for the OpenAI Python SDK — routes to AINative's free Llama, Qwen, DeepSeek & Kimi API.

Lightweight LLM API security layer — deterministic, no AI, no DB.

Agent execution harness — wraps LLMs in structured, inspectable workflow specs

Autonomous QA Agent — scan, test, and fix any codebase automatically

Small Python library for invoking Claude 4.x models on AWS Bedrock with manual retries, prompt caching helpers, and JSON parsing.

Bridge MCP Agent

Typed graph-storage task adapter interface: the repository-style contract (CRUD, typed query execution, introspection) between graph-storage tool capabilities and the substrate.

MCP server that automates Claude Code conversation handoffs — no more manual copy-paste when you hit the message cap.

Always-on Telegram bot that drives the real Claude Code binary on your subscription — no API key, no Agent SDK.

Configure crewai to use AINative's free LLMs + ZeroMemory — no OpenAI key needed.

Wrap a deny.sh vault entry as a LangChain v1 tool. The credential resolves inside the tool boundary; only a narrowed DTO reaches the model. Fail-closed leak sweep.

Wrap a deny.sh vault entry as an OpenAI Agents SDK tool. The credential resolves inside the tool boundary; only a narrowed DTO reaches the model. Fail-closed leak sweep.

Dome Platform LangChain adapter — govern LangChain tools with Dome authorization

Moss semantic search retrieval module for DSPy

OmegaEngine governance integration for dspy-omega

Centralized Enablement Agent — the canonical knowledge hub for Partner Core enablement content.

Browser fingerprint consistency checker — UA, Client Hints, WebGL, timezone lint. CLI: fp-coherence.

Google Gemini SDK with OmegaEngine governance

Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith tracing.

A small, cheap hallucination / grounding detector — does an AI answer stay supported by its source?

HonorNet agent presentation client (MCP-first) — a protocol shim that mints proofs and presents three-part ADR-009 bundles. It decides nothing (hard rule 3).

Kyvvu compliance integration for Claude Code — policy enforcement via hooks

EMILIA Protocol guard for LangChain tools: a named human approves the exact irreversible action (Face ID / passkey) before it executes — fail-closed, with offline-verifiable Trust Receipts.

LangChain integration with OmegaEngine governance - callbacks, tools, and safety chains

Native LangChain / LangGraph tools for the Rine network — send, receive, discover, and run E2E-encrypted agent-to-agent conversations and groups from a LangChain / LangGraph agent

LangGraph checkpointer backed by PerSQL — durable agent state in an isolated SQLite database per agent.

Automatic model routing and deprecation handling for OpenAI, Anthropic, and Google Gemini

AINative provider for litellm — free Llama, Qwen, DeepSeek & Kimi models via one call.

llama-index embeddings voxell integration

llama-index tools MINT Protocol integration

基于 APScheduler 的异步任务调度通用库，支持 cron、interval 与 manual 触发模式。

LLM diagram generation library for Mermaid, PlantUML, and draw.io style workflows.

vLLM plugins for LLM-jp models

Large Language Model Processing Unit

Wrap installed coding-agent CLIs; capture traces, curate cross-session knowledge, serve a read-only viewer.

Mission working memory for LLM agents: session graph + pin_map, not a RAG corpus

MINT Protocol plugin for Microsoft Semantic Kernel — universal work attestation for AI agents.

Resumable multimodal-LLM annotator and embedder for folders of audio or image files.

A module to facilitate local testing of RAG pipeline for multiple datatypes

Okta CIAM/SSO MCP Server and Agent for Agentic AI!

OpenAI Agents SDK session memory backed by PerSQL — durable conversation history in an isolated SQLite database per agent.

Pentesty security monitoring agent

Plug-and-play RAG pipeline library for Python. Load, chunk, embed, store, retrieve, and generate — all in one clean API.

Backend of a system to explore RAG operations (formerly published as raglab)

Respan instrumentation plugin for AWS Bedrock Runtime

Respan instrumentation plugin for Cohere