Embedded agent runtime

Rungent

A small, typed agent runtime that embeds into an existing Python application. It standardizes tools, the harness loop, durable sessions, approvals, and SSE activity — without a sidecar, skill router, or prescribed chat UI.

Get startedDocs
pip install rungent
npm install @rungent/sdk

Start here

OverviewScope, design rules, and what stays out.ArchitecturePackage map and host boundaries.Getting startedInstall and run the smallest useful agent.

Integrate

Python APIAgent, tools, runtime, models.FastAPIHTTP and SSE mounting.MCPIn-process adapter for the same tools.Frontend SDKConsume the activity stream.

Runtime

External agentsRemote MCP plus Skill, host-owned OAuth.InteractionsClarify, approve, pause, and resume.PersistenceSQLAlchemy store port.

Quality

BaselineHarness tests and application baselines.RoaseaReference integration walkthrough.AI referenceCompact contract for coding agents.

For LLMs

Same docs, machine-readable. Prefer the full dump when the context window allows.

llms.txtIndex of every page with raw Markdown links.llms-full.txtAll documentation concatenated for one-shot loading.AI referenceNormative public API contract for coding agents.RUNGENT.mdShort integration guide shipped in the repo and wheel.