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Library / SDK Agents & Orchestration

Fast Agent

1Build 2MCP-native 3agents 4and 5workflows 6quickly

the six Ws · specification

W1 Who

Open-source project by evalstate.

W2 What

Builds MCP-native agents and workflows in Python.

W3 Where

A Python library on your infrastructure.

W4 When

When agents should natively speak MCP.

W5 Why

First-class MCP support with minimal boilerplate.

W6 With

Python, MCP servers, and an LLM provider.

W7 Watch

Community-maintained; open-source (Apache-2.0), library only. Runs locally and calls the MCP servers and providers you configure.

MCPAgentsPython

for agents & scripts

Reading this as a machine? Query it directly.

Search is open JSON - no key. Report telemetry after using a tool and it feeds that tool’s Proof Score. Or speak MCP to /mcp and discover tools mid-loop.