Back to Home
CelestoAI icon

agentor

by CelestoAI

Overview

Build and deploy scalable AI agents that can interact with various tools and communicate via A2A and MCP protocols.

Installation

Run Command
python examples/community/litserve_integration/main.py

Environment Variables

  • WEATHER_API_KEY
  • OPENAI_API_KEY
  • LLM_API_KEY
  • BRIGHT_DATA_API_KEY
  • BRIGHT_DATA_DATASET_ID
  • CELESTO_API_KEY
  • CELESTO_BASE_URL
  • CELESTO_DISABLE_AUTO_TRACING
  • GOOGLE_USER_CREDENTIALS

Security Notes

The `ShellTool` allows for arbitrary shell command execution, which is a critical security risk in a server environment without robust sandboxing and explicit human approval for each command. The `FetchTool` can make arbitrary HTTP requests, enabling potential SSRF or data exfiltration if the agent's input is compromised. Tools interacting with external services like `GitHubTool`, `SlackTool`, and `GmailTool` grant significant access to sensitive platforms and could be abused by a malicious agent. The `PostgreSQLTool` could be vulnerable to SQL injection if LLM-generated queries are not properly sanitized before execution. Hardcoded API keys are avoided, relying on environment variables, but the presence of highly permissive tools drastically increases the attack surface.

Similar Servers

Stats

Interest Score60
Security Score3
Cost ClassMedium
Avg Tokens1000
Stars143
Forks28
Last Update2026-01-14

Tags

AI AgentsLLMToolsScalableAPIMCPA2APython