Python agents

parakeet-index llms watsonx integration

Parlot instrumentation for LangGraph / LangChain — same turn model as voice AI agents

Python client for Pepkio reagent-qr-label-maker tool

LLM-assisted Playwright Page Object Model generator with live locator verification.

Privacy-preserving middleware for embedding pipelines and vector search.

PyBedrock Net is a Python Minecraft Bedrock networking toolkit for RakNet transport, protocol packets, authentication, world data, entities, inventory, chat, commands, events, and bot automation.

Plugin-driven agentic verification and recovery harness

Security testing and authorization-aware retrieval for production RAG systems.

Unified interface for RAG and information-extraction engines with built-in benchmarks.

Detect stale, drifted, and ghost documents in RAG vector indexes

Fast, deterministic & ONNX-powered hallucination guardrail & citation verifier for RAG

A lightweight RAG debugging toolkit: understand why your RAG application gave a bad answer.

Python client for the Sandbox Agents control-plane: agents, sandboxed sessions, streamed runs.

AI 多智能体协同安全检测系统

Custom hybrid RAG library

Multi-Cloud Attack Chain Intelligence Tool — See the full attack before the attacker does

Estimate the water footprint of LLM prompts, the way you estimate their cost.

LangChain / LangGraph adapter for sonar-tracing.

Multi-provider LLM adapter plugin for Spakky Agent

Subagent MCP gateway for Codex to orchestrate external coding agents through native harnesses.

Complete T4L Trainer agent package with embedded server and in-app chat loop.

LiteLLM ↔ TrigGuard — PARTIAL callback gate + FULLY_ENFORCED protected_completion path

A Model Context Protocol server for TastyTrade brokerage accounts — monitor portfolios, analyze options, and trade

Exact tokenizer and chat-template frontend for TuiskoLLM

Local LiteLLM proxy for GitHub Copilot models with OpenAI and Anthropic-compatible APIs.

Turn hours of local video into timestamped, citable, LLM-ready text. Fully offline. Resumable.

Beam search plugin for vLLM v1 with CoW block table forking

Post-call evaluation for voice agents using audio and transcript signals.

Deterministic observability for AI agent trajectories and tool execution failures.

WorkSwarm

Pure B2A Autonomous Agent Real-Time Data Oracle & x402 Signed Grounding Engine on Solana, Polygon, Base, and Arbitrum

Fast, accurate agent-to-Android control over plain ADB: semantic UI addressing via uiautomator, no on-device install

Use AegisDB as a LangGraph long-term-memory store

Differential testing of budget enforcement semantics across AI agent frameworks

Unified detection, configuration, and chat discovery registry for AI coding agent CLIs

Deterministic cross-language guardrails for agent-assisted development

Run Codex CLI and OpenCode CLI simultaneously on isolated git worktrees - LLM task planner, parallel headless runners, auto-merge

The Unified, Non-Destructive Model Configuration & Snapshot Manager for AI Coding Agents.

Agent Failure Registry - a neutral namespace and crosswalk for AI agent failure modes

Pointer to the pypi package `agentic-graphrag`

ALS-RS agent harness, extension adapter, KB/MCP tools, and TE2 integration.

零依赖的 OpenAI 兼容模型智能路由调度器

Idempotent execution layer for LLM tool calls: outbox + dedupe keys.

Vendor-neutral reliability engineering for autonomous AI agents.

Watch your multi-agent AI workflow as a 2D retro pixel-art game

Agent-native web search MCP server and CLI for AI agents: model-native grounding, agent search APIs, keyless defaults

Fail-closed AI-agent authority verification, delegated capability enforcement, and signed decision receipts

Run coding agents in a per-project dev container sandbox.

End-to-end encrypted messaging between AI agents, with a directory and store-and-forward delivery

Open source AgentCICD Engine folder runner

Agent Deed — placeholder. Nothing to install yet.

Secure agent SDK for B2B teams.

A drop-in NSGA-II replacement whose authored machinery installs only when measurement says it beats the classical path

Provider-agnostic QA testing for LLM-based agents: accuracy, robustness, fairness, and security checks with pass/fail reporting.

A minimal-privilege proxy for MCP tool calls

Builds one graph connecting enterprise knowledge to the conversations agents have and the decisions they make.

AgentInfoView (AIV) — a presentation surface & feedback channel for coding agents. Name reserved; project in active development.

Lightweight, security-first converter between coding-agent config formats (CLAUDE.md, AGENTS.md, Cursor rules, MCP configs, SKILL.md).

Portable agent profile definition — schema and parser

Portable, policy-friendly system function tools for AI applications.

A circuit breaker and runtime protection SDK for AI agents.

One skill-driven agent core, many domains.

Alibaba Cloud AgentCore (20260804) SDK Library for Python

ATIF-based reference implementation for portable coding-agent trajectories with explicit fidelity and loss reporting.

BYOC (Bring Your Own Cloud) — universal storage abstraction for storage your users already own

Spatial domain detection from cell-type motifs on single-cell spatial maps.

Summarize & export a Claude Code session into one clean handoff.md for Gemini, GPT, or another Claude.

A focused terminal workspace for collaborating with ACP coding agents.

Runtime governance for AI agents. Conduct Guard as a LiteLLM guardrail — enforce runtime policy on every LLM call routed through LiteLLM.

CrewAI integration for LastSearch — research infrastructure with Grounded Intelligence for AI agents

CrewAI tools for the Web Metadata, OpenGraph & Contact Extractor API — give your crew URL-to-structured-data extraction, AI-ready Markdown, contact discovery, and SEO auditing.

A retrieval substrate for AI agents: every query compiles to an explainable, replayable plan over one versioned, tenant-isolated store.

dbt-native Snowflake Cortex Agent materialization with skill and evaluation tooling

Pre-execution Decionis policy gates for current AutoGen tools and legacy UserProxyAgent.

Gate CrewAI tool calls on a signed Decionis Decision Dossier before execution.

Factory for building LangChain deepagents equipped with episodic, semantic, and procedural memory.

Compatibility wrapper for DeepEval's LocalModel that adds native structured output support.

Evidence-driven local autonomous software engineering agent

Push Claude Code 5h/7d usage quota to a Divoom Ditoo Mic's 16x16 display over Bluetooth

Small completions-style Python interface backed by the Claude CLI

Библиотека для взаимодействия с FlorestGPT.

Text chunking / splitting utilities for the GATRAG RAG framework

Gemini scraper and Gemini API endpoint client built on ScrapingBee. Send prompts to Google Gemini, get text, markdown and citations as JSON.

Autonomous Git-Driven Resume & Portfolio Agent

Google-OAuth-gated LLM gateway: verify a Google ID token, then run a Gemini (Vertex AI) completion for the verified caller.

Proxy Gemini (Vertex AI) completions wrapped in OpenTelemetry trace spans; returns the answer plus the trace/span id.

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

Turn a prompt + a field schema into validated, typed JSON (Instructor over Gemini 2.5 Flash on Vertex AI).

Official Python bindings for Graphite: embedded GraphRAG and knowledge graph engine

Hexagonal phase-coherence consensus engine

Portable Ink distribution of the Claude Agent SDK Python source

A lightweight Kaggle compatibility and runtime-delivery toolkit for upstream vLLM on NVIDIA Tesla T4 GPUs.

KEN AGENT - Autonomous Desktop AI Runner (HPD Ecosystem)

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Software development kit for building Keystone pro-code agents: LangGraph authoring primitives, the agent manifest model with local validation, and typed clients for the platform's language-model, retrieval, guardrail, memory and skill services.

Khwan memory for CrewAI — recall/remember/verify as tools, and a prepare→record wrapper around a crew run. Khwan never runs your model.

LangChain document loader for Gluedly scrape snapshots

LangChain integration for LastSearch — research infrastructure with Grounded Intelligence for AI agents

MongoDB Atlas-backed virtual filesystem search adapter for LangChain DeepAgents