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agentor MCP Server

CelestoAI/agentor

Score: 66.3 Rank #4818 MCP Server
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Open source version of Claude Managed Agents. Fastest way to build and deploy reliable AI agents, MCP tools and agent-to-agent.

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Overview

CelestoAI/agentor is a Python tool licensed under Apache-2.0. Open source version of Claude Managed Agents. Fastest way to build and deploy reliable AI agents, MCP tools and agent-to-agent. Topics: agents, llms, ai-agents, ai-assistant, ai-tools, mcp, mcp-server, text-generation.

Ranked #4818 out of 24846 indexed tools.

Ecosystem

Python Apache-2.0 253 pypi/wk
agentsllmsai-agentsai-assistantai-toolsmcpmcp-servertext-generation

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 210

210 stars → growing community

Freshness 25% 2mo ago

Last commit 2mo ago → moderate activity

Issue Health 25% 75%

12/16 issues closed → decent issue management

Contributors 10% 7

7 contributors → small team

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads 13% 253/wk

253 weekly installs → early adoption

Forks 46
Description Good
License Apache-2.0

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Description low impact

Expand your description to 150+ characters for better discoverability

Freshness high impact

Last commit was 78 days ago — a recent commit would boost your freshness score

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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AgentRank score for CelestoAI/agentor
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Matched Queries

topic:mcptopic:mcp-server

From the README

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<div align="center">
  

<a href="https://discord.gg/KNb5UkrAmm">
    
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<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/examples">Examples</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)
|   📊 Observability        | Agent tracing and monitoring             | [Link](https://celesto.ai)
|  
Read full README on GitHub →

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