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Agno

Agno

Build lightning-fast, multi-modal Reasoning Agents.

Overview

What it is

Agno is a lightweight, open-source library to build lightning-fast, model-agnostic multimodal AI agents. Add memory, knowledge, tools & reasoning.

Intent

I need it when

Build production-ready AI agent platforms with full control over data and infrastructure

Agno is an open-source SDK that lets developers build, run, and manage agent platforms while maintaining ownership of their agent stack, data, context, tools, and permissions. Users can deploy in their own cloud environment and manage via a control plane UI.

Automate recurring agent tasks without external job infrastructure

Agno provides cron-based scheduling and background job capabilities built-in, allowing teams to automate agent workflows without provisioning separate infrastructure like Celery or external schedulers.

Monitor, audit, and govern agent behavior in production

Agno includes built-in observability via OpenTelemetry tracing, run history, audit logs, JWT-based RBAC, multi-tenant isolation, and human approval workflows to pause runs for user confirmation and block tools requiring admin approval.

Deploy agents across multiple communication channels without rebuilding

Agno exposes agents via Slack, Telegram, WhatsApp, Discord, AG-UI, and A2A interfaces through a single production API with 50+ endpoints supporting SSE and websockets, eliminating the need to rebuild for each channel.

Integrate AI agents with existing business tools and data sources

Agno provides 100+ pre-built integrations and context providers to connect agents with Slack, Google Drive, wikis, MCP servers, and custom data sources, enabling agents to ground answers in live business context.

Drop

Not a fit when

  • User needs a fully managed SaaS platform without self-hosting infrastructure
  • Organization lacks Python development expertise or DevOps capability to deploy and maintain Agno
  • User requires commercial support contracts and guaranteed SLAs
  • Project requires proprietary agent frameworks that Agno does not support
  • Team needs a no-code agent builder without access to source code or customization
Commercials

Pricing

Open source (Apache-2.0 license)