Python agents

CLI tool for OpenAI-compatible APIs via AceDataCloud

High-performance hybrid LLM inference engine with Adaptive Non-Uniform 2-Bit Quantization (Lloyd-Max + Fused Triton INT2 GEMM), RLM Context-as-a-Variable engine, 98.2% logit parity, and Zero-RAM quantizer.

Structured open atlas for Persian (Farsi) LLMs — manifest loader and CLI for researchers and agents.

AgentDuet transport for Pipecat: phone/WhatsApp calls in any Pipecat pipeline

A grounding-first RAG library: threshold-gated retrieval, concern-based chunking, a locked grounding prompt, and built-in faithfulness evaluation as the default path, not an optional rail.

LLM utils from the Princeton Robot Planning and Learning group.

The Operating System for AI Workers — build, deploy, and manage AI agents.

Azure CosmosDB backend for pydantic-ai-persistence — StepStore + message history for PydanticAI

Daytona sandbox capability for Pydantic AI agents

Amazon DynamoDB backend for pydantic-ai-persistence — StepStore + message history for PydanticAI

Google Firestore backend for pydantic-ai-persistence — StepStore + message history for PydanticAI

Backend-agnostic persistence for PydanticAI — chat history + durable StepStore, over a small async KV interface

Quality Assurance Operating System — engine-agnostic, documentation-driven, AI-native QA platform

LlamaIndex 기반 RAG All-In-One 라이브러리

An open-source, pip-installable Python library that quantitatively evaluates RAG pipelines using LLM-as-a-Judge methodology.

LLM-powered decision layer for the S2N web vulnerability scanner

Sophisticated Multi-Agent Orchestration System with infinite tools, cross-platform support, and TUI interface

Specify, solve, and simulate dynamic stochastic optimization problems.

Typed sync and async client for the Shared MDStorage HTTP contract

Local hybrid retrieval (BM25 + embeddings + RRF) for agent memory and codebases — one SQLite file, MCP server included.

An MCP which adds terminal capabilities to the Agentic framework.

Per-app developer agent for applications generated by Naviscom Shipyard.

SIQA Agent SDK for Python

A lightweight local CPU-optimized CLI executor agent via ONNX Runtime with safety filters

OpenClaw-like personal AI assistant MVP built with LangChain Deep Agents

Reserva de nome. O pacote real e privado, da Starbem — este nao tem funcionalidade.

Agentic, safety-first storage analysis and optimization TUI built with Textual and Pi

GitHub-repository Storage backend for Strands Agents — persists keys as versioned, diffable files in a repo.

MongoDB implementation of the Strands Agents Storage interface — durable bytes-under-keys for sessions, context offload, and memory

SQL (SQLAlchemy) implementation of the Strands Agents Storage interface — durable bytes-under-keys for sessions, context offload, and memory

Amazon DynamoDB implementation of the Strands Agents Storage interface — durable bytes-under-keys for sessions, context offload, and memory

Canonical delegation contract schema + enforcement hooks for parent->subagent fidelity in AI coding workflows.

Production-ready, lightweight Hybrid RAG (Vector + Full-Text Search + Facets) engine for Supabase.

Framework-agnostic AI/LangChain engine: OpenAI/Anthropic/Bedrock chat models, Pydantic structured outputs, tool-calling agents, and pure cost calculators.

A local coding and terminal AI agent powered by an OpenAI-compatible Llama server.

A code agent built from scratch, no frameworks

Python SDK that enables developers to build and deploy Claude Agent SDK agents to the UiPath Cloud Platform

Slack-native approval queue for AI agents

Monitor, debug, and optimize your AI agents. Track LLM calls, costs, latency, and tool usage in real-time.

Thin client for buying work from Virohana over x402: discover the catalog, parse the 402 quote, verify the receipt offline.

Speechify TTS integration for Vision Agents

Bring the brain, we bring the voice: write a plain Python Brain, Voqalize runs the voice.

MCP agent framework for Viveka Sutra — build FastMCP-powered agents with tools, resources, and prompts

Enterprise RAG framework with pluggable layers

Signed, tamper-evident receipts for A2A and MCP agent interactions (triple-entry accounting)

Ceph S3 storage plugin (croit and RadosGW flavours)

AumOS Agent SDK — unified Python SDK that gives coding agents AumOS security primitives as first-class objects

The OpenAI Agents SDK (Python) adapter for Welt's wire contract

Framework-agnostic SDK for building A2A/kagent-compliant agent runners.

Lightning Bitcoin payments for autonomous AI Agents.

A policy enforcement point for agent spending: blocks transactions that violate a declarative policy and writes a tamper-evident, signed audit log of every decision.

Python SDK for Agent Browser Knowledge Graph API - The Google for AI Agents

PostgreSQL Copy-On-Write for AI agent workspace isolation

Event-sourced experience capture, validation, and reuse for AI agents.

Agent control surface: vault-backed rollback, typed hooks, circuit breaker, audit log

Execution integrity and trajectory authenticity governance middleware for autonomous AI agents

One-liner audit trails + policy enforcement for LangChain, LlamaIndex and OpenAI Agents — zero dependencies

Agent Push Kit API

Agent Security Evaluation Kit — score agent code and refuse unsafe tools, with receipts, AST checks, and live-trace adapters.

Git-backed registry and guardrails for shared agent skills.

Deterministic policy engine for LLM-generated SQL: SELECT-only, PII column denylist, table allowlist, cost cap. Multi-dialect via sqlglot (BigQuery, Snowflake, Postgres, Trino, …).

Production-ready async Python framework for building autonomous AI agents with tool calling, memory, and durable execution.

Project typed Python operations as agent-friendly CLIs, MCP tools, and schemas

A developer-first package to evaluate and find regressions in agent trajectories

Control coding agents from chat, with a permission floor the trust toggle cannot reach

Agent fleet management tool

Local-first analytics for AI coding agents. Reads the session logs already on your disk.

Transaction-safe policy, approval, and execution gateway for AI-agent actions

Bridge OpenAI tools to Claude Code SDK, Codex CLI, and OpenRouter

Reserved alias of the Chock project -- install 'chock' instead

Multi-agent synthetic arbitration and escrow protocol client for autonomous AI commerce.

Coordinator that runs a small graph of AI-agent nodes with bounded spend, mechanical gates and journaled state

Universal AI Agent Factory: SDK + self-hosted Studio for building and operating any AI agent

Firewall for AI coding agents. Intercepts Bash/Read/Write/Edit, blocks outbound HTTP, asks humans via Slack/Telegram for risky ops. Works with Claude Code, Cursor, Continue.dev, Aider, and GitHub Actions.

AgentGov CLI — wrap Claude Code, bind work items, check gateway health.

AgentGov FastAPI gateway (vaults ANTHROPIC_API_KEY; enforces from signed policy cache; §12.1)

Executable architecture governance for autonomous coding agents

The Engineering Operating System for AI Coding Agents

Structured logging for Coding Agents - write once, read efficiently

Bounded language, tooling, and agent workflow guidance for Agentic Praxis Grimoire.

Govern AI-assisted repository work with explicit contracts, gates, evidence, and handoffs.

Open-source defensive harness and learning lab for reproducing and measuring agentic AI failure modes with portable traces, attack graphs, scorecards, and data-boundary tests.

An MCP server that gives an agent terminal capabilities: run shell commands, run Python, and manage files.

An MCP which adds terminal capabilities to an agent

An MCP which adds terminal capabilities to an agent.

Unified control plane and operations console for the DeepAgentLabs ecosystem.

Generate AGENTS.md from a repo's actual config — evidence-based, no guessing.

Textual TUI front-end for agentknit coding agents.

Find out why your coding agent is expensive — offline waste detection, loop detection and skill generation across 7 coding agents.

Model-free tree-sitter repo-map, localization and patch-validation machinery for agents

Local-first issue-to-PR build pipeline for coding harnesses

Python client for Agent Media Tools — image processing, PDF tools, pastebin, webhooks, QR codes, and more

Self-improving loop for your existing AI agent: write GOALS.md, agentopt measures the gap and closes it - prompts, params, tools, workflow. No model training. Under active development.

AgentPerimeter — runtime governance for AI agents with CIS-region compliance (FSTEC 117, GOST R 57580, KZ AI Law). Name reservation; product at agentperimeter.ru

Shared AgentPlane control plane: Chronicle envelopes + TokenOps governance over HTTP.

Cryptographically signed, tamper-evident audit logs for autonomous agents

k-run wrapper for the EnterpriseOps-Gym benchmark: drives evaluate.py k times per task, archiving per-run DB state exports plus a batch manifest.

Provider-free Runner regression probes for the OpenAI Agents SDK

Build TRACE Trust Records from evidence another system produced, without fabricating what is not there

Explain which AGENTS.md instructions Codex discovers for any path