What types of LLMs and AI tools do MCP Servers integrate with?

What types of LLMs and AI tools do MCP Servers integrate with?

MCP Servers are model-agnostic and support a wide range of tools and LLMs out-of-the-box. These include:

  • LLMs: OpenAI GPT models, Claude (Anthropic), Google Gemini, Meta LLaMA, etc.
  • Security Tools: Nmap, VirusTotal, Shodan, Elasticsearch, Jira, SOCRadar®, and more.
  • OSINT Utilities: Hunter.io, DNS Twister, WHOIS services.
  • Workflow Engines: LangGraph, CrewAI, AutoGen.

As long as a tool can interpret or generate structured JSON, it can be wrapped with an MCP-compatible server. This opens the door for both proprietary tools and open-source utilities to join the ecosystem, bringing LLM-powered automation to traditional cybersecurity tasks.4

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