Python agents

A reusable mathematical derivation and verification framework with 12 engines, supporting ODEs, PDEs, analysis, optimization, and formal proofs.

MCP server for AI Agent interview simulation with RAG knowledge base

YAML-defined agent orchestration framework powered by PydanticAI

AI Infrastructure OS — same engine, four facades (CLI, REST, web, MCP). Reduce 80-95% of AI spend by routing tasks to the right model.

Alpha agent trust middleware: audit trails, safety guardrails, HITL, and tool validation

Python SDK for controlling the native agent-browser engine in-process

MCP server that probes, scores, and certifies RAG pipeline compliance — EU AI Act, GDPR/DPDP, HIPAA, SEBI/RBI

Experimental Gemini FunctionDeclaration adapter for Stigmem.

Experimental OpenAI-compatible tool-use adapter for Stigmem.

A model-driven approach to building AI agents in just a few lines of code

Teradata SDK for OpenAPI-based dynamic client generation

Stream-optimized, x402-gated grounding retrievers for LangChain and CrewAI

Turn any video into LLM-ready frames. Smart sampling, scene detection, OCR, and SDK-ready output for modern multimodal language models.

Lightweight monitoring dashboard for vLLM inference servers

AAEP integration for agents built directly on the Anthropic Python SDK

AI Design Slop Index audit engine, schema, CLI, and agent adapters.

Generate short, useful AGENTS.md files without repeating what the repo already says.

Local agent manager/worker conveyor control plane for Codex sessions.

Intercept and log AI coding agent <-> API traffic for prompt-architecture analysis.

AgentAdmit SDK: user-mediated AI agent authorization for any app

Chaos Engineering & Failure Diagnosis for AI Agents

A safety layer that lets developers use AI coding agents at work without triggering security alerts

FastAPI middleware for verifying agent requests using the Agentis identity platform

Multi-agent framework with persistent expert sessions and context isolation — MCP server for Claude Code

Production-readiness platform for AI agents — inspect, improve, and stress-test before you ship.

AI Agent Security Scanner — detect tool-calling vulnerabilities in LLM agents

LLM abstraction layer for the AIDu ecosystem.

Alibaba Cloud SearchAgent (20260515) SDK Library for Python

CLI + TUI for viewing Claude Code usage statistics from local session files

Claude Code hook that reads assistant messages aloud via a local TTS engine

MCP server and Claude-powered CLI for Mega.nz, Box, and OneDrive — one tool to manage all your cloud storage

Docker-backed sandbox backend for DeepAgents

LangChain tools for easycome social media data APIs

LangChain integrations for Exabase memory

Shell LLM client control plane for semcod/coru automation.

GUI Control Plugin with NLP & Intent Contracts

A programmatic git ratchet system for automated agent guarding.

Python client for the Guerrilla Mail disposable email JSON API

Python SDK for H Company's Computer-Use Agents: autonomous agents powered by Holo.

Production hardening pack for Hermes Agent — per-topic model routing, fallback chains, rate limiting, and cost tracking via gateway hooks

Token efficient IDs for AI agents. UUID alternative for the agentic era

Jumping Rivers: Shiny Meets LLMs

Instrument LLM clients and emit usage events to Lago.

LangChain integration for the Diffbot Knowledge Graph and Extract APIs

Monty-backed code-interpreter middleware for LangChain agents

LangChain connector for Noxy human-in-the-loop — interrupt/resume with relay outcome polling via noxy-sdk.

LangChain tools for ZeroGPU: A compute-efficient inference provider for apps and agents — purpose-built small and nano language models on an edge network that run the repeatable tasks frontier models shouldn’t, ~10x faster and 50%+ cheaper. Auto-scaling, with zero GPU infrastructure. Plug in and you’re live.

LangGraph connector for Noxy human-in-the-loop.

Retrieval-Augmented Generation (RAG) pipeline for the Lexigram Framework

One-import LLM Observability SDK — traces, metrics and cost tracking via OpenTelemetry

Self-hostable LLM observability SDK — trace, cost, and hallucination monitoring in one line.

LangChain tools for Mapsi geospatial APIs — geocoding, routing, isochrone, places

MongoDB Atlas-backed persistent agent memory for mcp-agent (LastMile AI): a drop-in Memory backend with Atlas Vector Search recall.

Mega.nz MCP server and Claude-powered CLI for cloud storage management

Meris — model-agnostic coding agent with a per-project agent harness (.meris/)

Official Python SDK for Najumi Storage

Python bindings for newt-agent — agentic coder runtime (newt-core, newt-tools, newt-coder, newt-eval, newt-inference, newt-acp-worker, newt-mcp-server submodules)

Noosphere Prime SIGMA Tools for LangChain — sovereign risk intelligence for AI agents

LangGraph source connector for OpenWright — capture agent decisions, tools, and human-in-the-loop approvals as evidence.

Add crawling capability to pydantic ai agent

易于理解、可融入最佳实践、且真正可用的 ReAct 单 agent Python 框架（核心循环 ~30 行）

ANSI console control utility

Search as Code (SaC) — agentic search orchestration using LLMs

Frictionless Salesforce Agent Skill for Codex, Claude Code, and GitHub Copilot.

Drop-in singulr agent SDK — one import protects any LLM agent via Singulr Gateway

Autonomous Agent for long-running missions

Open-source framework for building autonomous AI agents that interact with blockchain networks

YAAgents CLI — Agentic REST Profile v0.3 validator

YAAgents Python client — Agentic REST Profile v0.3

YAAgents FastAPI SDK — Agentic REST Profile v0.3 (spec/agentic-rest-profile.md)

Agent Guard observability SDK for Python

Deterministic Context Assembly for AI Agents.

Minimal Ollama agent executor runtime

Mistral AI integration for Microsoft Agent Framework.

Python SDK for Agent Fuel — credit vault + reputation primitives for AI agents on Solana.

Agent Manifest SDK — cryptographically anchor all 10 artifacts defining an AI agent at deployment

Evaluation judges for AI voice agents (hallucination, response accuracy, intent, tool correctness, etc.)

CLI that scores how ready a repo is for AI coding agents (Claude Code, Cursor, Copilot, Codex)

Track the cost, usage, and ROI of your AI coding agents across every tool.

A LangGraph-powered gateway for multi-MCP agent workflows.

Autonomous Agentic QA System for testing RAG pipelines and LLM systems.

MCP server for the Agentis agent identity registry

Agentverse SDK — connect any AI agent framework to Agentverse

Semantic RAG for Obsidian vaults via MCP

This package will be released in the near future. Stay tuned!

Azure Storage Extensions

LiteLLM adapters for Bridgic, enabling connectivity with 100+ LLM providers.

Local stdio MCP server exposing unified Claude chat history (claude.ai export + Claude Code sessions) as ranked, scoped, structured search.

Context compression for Claude Code — reduces tokens via PreToolUse hooks

Local dictation backend for Claude Code (macOS, Apple Silicon) — on-device Whisper, "Hey Claude" wake word, @-file tagging, voice daemon.

generate narrated slide decks and videos from a prompt

Dipeen Agent — the teammate worker CLI. Joins a Dipeen workspace, pulls only commands it has the capabilities for, runs your local agent (Claude / Codex / OMO / Gemini) with your own keys, and returns evidence.

Ollama-style GGUF runner with SSD-backed llama.cpp KV cache

Entropy-based evaluation metrics for AI agent behavior, tools, trajectories, uncertainty reduction, and robustness.

Pydantic AI integrations for Exabase memory

FunASR speech-to-text transcriber for Haystack

Say "Hey Claude" and dispatch a Claude Code background agent — a fully local, on-device voice wake word for your Mac.

Official Python SDK for the Hydros ecosystem: Simulation Agents and MQTT Protocol

Official Python SDK for the Hydros ecosystem: Simulation Agents and MQTT Protocol