Fastest way to build, prototype and deploy AI Agents.
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Agents can do it too: POST https://wellknown.network/api/v1/claims with {"agent":"iflow-mcp-celestoai-agentor","method":"well_known_file"} — machine-readable steps at claim.json, guide at /docs/claim.
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<p align="center"> <picture> <img src="https://raw.githubusercontent.com/CelestoAI/agentor/main/assets/CelestoAI.png" alt="project logo" width="500px"/> </picture> </p> <div align="center"> [](https://pypi.org/project/agentor/) [](https://github.com/CelestoAI/agentor/actions/workflows/test.yml)  [](https://opensource.org/licenses/Apache-2.0) <a href="https://discord.gg/KNb5UkrAmm"> <img src="https://img.shields.io/static/v1?label=Chat%20on&message=Discord&color=blue&logo=Discord&style=flat-square" alt="Discord"> </a> </div> <p align="center"> Fastest way to build and deploy long-running AI agents—with durability, observability, and security. </p> <p align="center"> <a href="https://docs.celesto.ai">Docs</a> | <a href="https://github.com/celestoai/agentor/tree/main/docs/examples">Examples</a> </p> <p align="center"> JavaScript/TypeScript SDK: <a href="https://docs.celesto.ai/celesto-sdk/gatekeeper">Gatekeeper SDK docs</a> </p> ## Features | Feature | Description | Docs |---------------------------|------------------------------------------|-----------------------| | 🚀 MCP & tool security | The only **full FastAPI compatible** MCP Server with decorator API | [Link](https://docs.celesto.ai/agentor/tools/LiteMCP) | 🦾 Agent-to-agent | Multi-agent communication | [Link](https://docs.celesto.ai/agentor/agent-to-agent) | ☁️ Deployment | Fast serverless deployment | [Link](https://celesto.ai) | 📊 Observability | Agent tracing and monitoring | [Link](https://celesto.ai) | 🔍 Tool Search API …
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