Build, run, and manage agent platforms.

Introduction

Agno is a framework and runtime for agent platforms. Build agents, run them as a service, manage your platform using a web UI.

  • Build your agent platform using the Agno SDK.
  • Run your agent platform using the AgentOS runtime.
  • Manage everything using the AgentOS UI.

Agno allows you to own your agent stack. Maintain control of your data, memory, and security posture (JWT-based RBAC), and turn your agent platform into a learning loop with simulations and usage data.

demo-os

Get started

Hand this prompt to your coding agent (Claude Code, Cursor, Codex):

Help me set up my agent platform.

Clone https://github.com/agno-agi/agentos-railway into a folder called
agent-platform, cd in, read the README, and follow the get started guide.

Your coding agent will set up your agent platform and run it locally using Docker, giving you a REST API for serving your agents, a Postgres database for storing your data and traces, an MCP server, and a control plane.

Deploying somewhere else? Use the same prompt but point it to a different repo. The starter templates are identical except for the deploy scripts: swap agentos-railway for agentos-docker, agentos-aws, agentos-gcp, agentos-azure, agentos-fly, agentos-render, agentos-modal, or agentos-helm.

Prefer to code by hand?

Features

  • Production API. 50+ endpoints with SSE and websockets to build a product on top.
  • Storage. Store sessions, memory, knowledge, and traces in your own database.
  • 100+ integrations. Connect to GitHub, Slack, Postgres, and more using pre-built toolkits.
  • Context Providers. Access live data from Slack, Drive, wikis, MCP, and custom sources.
  • Human approval. Pause runs for user confirmation. Block tools that require admin approval.
  • Observability. Monitor with OpenTelemetry tracing, run history, and audit logs.
  • Security. Get JWT-based RBAC and multi-user, multi-tenant isolation out of the box.
  • Interfaces. Expose your agents via Slack, Telegram, WhatsApp, Discord, AG-UI, A2A.
  • Scheduling. Cron-based scheduling and background jobs with no external infrastructure.
  • Deploy anywhere. Run on any cloud platform that runs containers. Docker, Railway, AWS, GCP.

Use Agno with your coding agent

Two options:

  1. Recommended: Add Agno docs as an MCP server. Add docs.agno.com/mcp to your favourite coding agent.
  2. Add Agno docs as an indexed source. In Cursor: Settings → Indexing & Docs → Add https://docs.agno.com/llms-full.txt. Also works in VSCode, Windsurf, and similar tools.

Read the full guide here.

Community

  • X: follow for releases and demos
  • Newsletter: monthly updates on what's shipping

Contributing

See the contributing guide.

License

Agno is distributed under the Apache-2.0 license.

Telemetry

Agno sends a telemetry event per agent run so we know which model providers to prioritize. Prompts, messages, and outputs are never sent. Disable by setting AGNO_TELEMETRY=false.

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Project links

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  • Released:
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Owner

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Credits

Author: Agno Team

GitHub Statistics

Data verified by PyPI on Aug 13, 2026
The GitHub source repository was provided by the project maintainers and verified by PyPI at the time of upload. Stars, forks, and open issues/PRs are derived from that repository and have not been independently verified.

License

Apache Software License (Apache License)

Requires

Python <4, >=3.9

Provides Extra

dev os mcp scheduler opentelemetry weave openlit arize langfuse anthropic aws-bedrock azure cerebras cohere google groq ibm infinity litellm lmstudio meta mistral ollama openai portkey tokenizers cel agentql apify arxiv brave browserbase cartesia confluence crawl4ai daytona ddg docling duckdb elevenlabs evm exa fal firecrawl github gitlab gmail google-bigquery google-slides googlemaps matplotlib mem0 memori neo4j newspaper notion opencv oxylabs parallel plivo psycopg redmine redshift reportlab salesforce scavio scrapegraph seltz superserve tavily telegram todoist trafilatura twelvelabs valyu webex whatsapp-crypto yfinance you-com youtube zep async-mongo async-postgres firestore gcs mysql postgres redis sql sqlite valkey cassandra chromadb clickhouse couchbase lancedb milvusdb mongodb opensearch pgvector pinecone pylance qdrant singlestore surrealdb upstash weaviate chonkie csv docx excel markdown pdf pptx text agui a2a slack huggingface vllm performance cookbooks docker aws infra models tools storage vectordbs knowledge embedders tests integration-tests demo

Tags

agno agentos agents

Classifiers

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