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agentor
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agentor

Active·★ 214·Apache-2.0·Updated 2026-10-17

Agentor is the fastest way to build and deploy long-running AI agents with durability, observability, and security. It provides features like MCP & tool security, agent-to-agent communication, serverless deployment, observability, and tool search API. With a simple Python API, you can build agents, connect tools, and serve them as APIs or deploy with Celesto.

agentor sits in the Dev Tooling category, so it is usually better judged by workflow fit, deployment style, and team needs than by isolated features alone. Based on the available metadata, it leans most clearly toward MCP & tool security. A representative use case is Build and deploy a weather agent. The listed license is Apache-2.0. GitHub stars are currently 214. Relevant tags include agents, ai-agents.

This write-up is based on the project's README and public repository data. We have not hand-tested the tool.

#agents#ai-agents#ai-assistant#ai-tools#llms#mcp#mcp-server#mcp-servers
$ Install
$ pip install agentor
↗ Visit site★ GitHub
01

Features

01MCP & tool security
02Agent-to-agent communication
03Serverless deployment
04Observability (agent tracing and monitoring)
05Tool Search API
02

Why choose it

+MCP & tool security
+Agent-to-agent communication
+Build and deploy a weather agent
+Comes with a clearly listed Apache-2.0 license.
03

Trade-offs

!Compatibility coverage appears narrow, so your target environment should be validated before adoption.
04

Compatibility

Python
Python
Verified via docs
JavaScript/TypeScript
JS/TS
Verified via docs
05

Quick start

1
$ pip install agentor
06

Use cases

↳Build and deploy a weather agent
↳Create a custom MCP server with LiteMCP
↳Create an agent from a Markdown file
07

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On this page
01Features02Why choose it03Trade-offs04Compatibility05Quick start06Use cases07Alternatives
CelestoAI /
agentor
↗

Fastest way to build and deploy reliable AI agents, MCP tools and agent-to-agent. Deploy in a production ready serverless environment.

214Apache-2.0
Last commit6d ago
StatusActive
CategoryDev Tooling
Links
Documentation↗Discussion↗Issues↗Releases↗
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