Agents

Alembic extension that adds support for arbitrary user-defined objects like views or functions in autogenerate command.

Alembic autogenerate extension for PostgreSQL-specific objects

Alembic autogenerate support for creation, alteration and deletion of enums

API Agent. Enables copilot to use thousands of APIs

Universal MCP server for querying GraphQL, REST, and gRPC APIs using natural language

A simple decorator to convert Python functions into FastAPI endpoints

A Framework for orchestrating, asserting and reporting on API calls with templates

API Testing Framework to automate and simplify API testing using LLM Agents and tests defined in plain English.

Transform any OpenAPI specification into a production-ready Model Context Protocol (MCP) server. Instantly make your REST APIs available to AI agents like Claude and GPT-4 with zero manual coding.

Provider-agnostic framework for high-throughput LLM processing with async workers, automatic retries, rate limiting, and intelligent validation recovery.

Plug-and-play async context re-entry for LangGraph agents

Async agents for Stable Baselines 3

Advanced async web crawler with AI agent integration - inspect, discover, crawl, and extract web content

OAuth 2.1 middleware for MCP servers using Auth-Agent

Verify AI agent identities with Agent Auth. DID-based authentication using Ed25519 and Verifiable Credentials.

Official Python SDK for Auth Agent - OAuth 2.1 authentication for websites and AI agents. Includes client SDK for Python backends (Flask/FastAPI) and agent SDK for browser automation with browser-use integration.

A simple User-Agent string parser.

A modular conversational AI assistant for natural language database querying

A placeholder package to reserve the name llms.

A thin wrapper for autogen library with optional ag2 support

Test Automation using AI Agents

Auto-comsight extracts structured insights from text about autonomous systems, categorizing components, challenges, and optimizations.

open deep research based on autoagent

Automatically generate Docker Swarm mode node