automagik-tools and agentor
About automagik-tools
namastexlabs/automagik-tools
From API to AI in 30 Seconds - Transform any API into an intelligent MCP agent that learns, adapts, and speaks human
Automatically converts OpenAPI specifications into MCP agents with zero code generation, using self-learning capabilities to adapt API behavior to user patterns. Built on the Model Context Protocol standard, it supports multiple transports (stdio, SSE, HTTP) for flexibility from local development to multi-tenant production deployment, with specialized orchestration via Genie meta-agent that coordinates multiple MCP servers with persistent memory across interactions.
About agentor
CelestoAI/agentor
Fastest way to build and deploy reliable AI agents, MCP tools and agent-to-agent. Deploy in a production ready serverless environment.
Provides a FastAPI-compatible MCP Server implementation (LiteMCP) with decorator-based tool definition and built-in authentication, plus a standardized Agent-to-Agent protocol using JSON-RPC messaging for multi-agent orchestration. Supports dynamic skill loading from Markdown files for context-aware task execution, and agents can be defined declaratively from Markdown with model/tool configuration.
Related comparisons
Scores updated daily from GitHub, PyPI, and npm data. How scores work