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Agno

Python framework and runtime for building agents, serving them over a REST API and MCP server, and managing them from a web control plane.

Harness by Agno

IndexedApache-2.0★ 42,878
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Install

From the package registry. Read the repository before you give any tool access to your data.

pip install agno

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About

Agno has three layers: an SDK for building agents, the AgentOS runtime that serves them as a service, and a control plane UI for monitoring runs and sessions. The runtime exposes 50+ API endpoints with SSE and websockets, stores sessions, memory, knowledge and traces in the user's own database, and offers JWT-based access control. Agents can be reached through Slack, Telegram, WhatsApp, Discord, AG-UI and A2A. Starter templates deploy it on Docker, Railway, AWS, GCP, Azure, Fly, Render, Modal or Helm.

Use cases: agent-orchestration, monitoring-observability

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Fact sheet

Languages
Pythonagno.com
Packages
agno (pypi)
Multi-agent
Yesagno.com
MCP support
Built inREADME
A2A support
Built inREADME
Streaming
YesREADME
Memory
short-term, long-termREADME
Human in the loop
YesREADME
Observability
OpenTelemetryREADME
Deploys to
docker, railway, aws, gcp, azure, fly.io, render, modal, helmREADME
Maturity
Stablegithub.com

Facts extracted by Claude Sonnet 5.5 from the linked sources on Oct 24, 2026; reviewed Oct 24, 2026. Wrong fact? Tell us.

Alternatives

Frameworks for the same language with a similar way of orchestrating agents.

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Featured in

Signals

Stars
42,878
Forks
6,179
Open issues
941
Weekly downloads
519,386
Last commit
Oct 24, 2026 (6 days ago)
Last release
Oct 23, 2026 (7 days ago)
Last package publish
Oct 23, 2026 (7 days ago)

From GitHub (fetched Oct 24, 2026) and the package registry.

Details

Packages
pypi agno
License
Apache-2.0
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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Cite this page

Agno. Agent Mart. https://agentmart.dev/harnesses/agno (last updated 2026-10-24)