What Meerkat Owns
- Agent execution. Streaming model calls, tool batches, retries, budgets, structured output, compaction, and explicit terminal outcomes.
- Realm-scoped state. Sessions, config, auth bindings, runtime state, schedules, WorkGraph, jobs, blobs, artifacts, and mob state share one isolation boundary.
- Provider resolution. Anthropic, OpenAI, Gemini, Azure and cloud-hosted variants, plus configured OpenAI-compatible self-hosted models.
- Runtime authority. Generated state-machine integration coordinates session lifecycle, scheduling, recovery, auth leases, and other transitions before stores commit the corresponding physical facts.
- Tools and policy. Builtins, MCP, shell policy, hooks, skills, live tool updates, provider-native tools, and application-defined dispatchers.
- Multi-agent systems. Session-backed mob members, signed peer communication, profiles, flows, durable schedules, and WorkGraph commitments.
Library-First, Runtime-Backed
There are two useful construction profiles:- The public
meerkat::AgentBuilderroutes throughAgentFactorybut defaults toStandaloneEphemeral, a convenient profile for one embedded component. SessionServiceplusFactoryAgentBuilderis the normal path for durable, runtime-backed products. It adds realm config, credential leases, recovery, scheduling, live coordination, and shared surface behavior.
meerkat_core::AgentBuilder is an internal/test escape hatch,
not a second public composition pipeline.
The CLI and service binaries use the runtime-backed profile. A session created
through one surface can be resumed through another when both use the same realm
and persistence location.
Use It From Anywhere
Rust SDK
Embed agents and runtime services in a Rust application.
Python SDK
Drive the JSON-RPC runtime from Python.
TypeScript SDK
Drive the JSON-RPC runtime from Node.js.
Web SDK
Run sessions and mobs in browser/WASM applications with
@rkat/web.CLI
Run agents, manage realms, and automate shell workflows.
REST API
Integrate through HTTP and streaming responses.
JSON-RPC
Use the stateful stdio or TCP surface behind the SDKs.
MCP Server
Expose Meerkat capabilities as tools to another MCP client.
Build The Product Layer With MobKit
MobKit is Meerkat’s companion application layer for operated multi-agent products. It adds durable identities, routing, approval gates, memory, flows, and an operator console while using the Meerkat runtime underneath.Explore MobKit
Build and operate coordinated groups of Meerkat agents.
Get Started
Quickstart
Install Meerkat and complete a first run.
Concepts
Learn realms, sessions, config, providers, and orchestration.
Examples Gallery
Choose a maintained example by language or workflow.
Auth Setup
Move from environment variables to scoped bindings and OAuth.
Self-Hosted Models
Register an OpenAI-compatible model server.
Architecture
Understand crate ownership and runtime authority.
