Smithery

smithery.ai

Smithery is a marketplace and infrastructure platform that enables AI agents to integrate with Model Context Protocol (MCP) servers. It provides a centralized hub for discovering, connecting to, and publishing MCP tools, handling authentication and session management to extend agent capabilities. The platform offers built-in observability and distribution features for developers looking to expose their tools to the broader AI ecosystem.

LLM mention score The LLM mention score is the total number of mentions of this brand in different LLM chatbots, normalized to the scale from 0 to 100. You can get actual, non-normalized numbers via the LLM Mention API from DataForSEO.

Normalized 0–100 · last 8 weeks

DataForSEO API

Get LLM mention data of any company via DataForSEO API

Get access to the structured data on keyword, brand, and website mentions in LLMs, including metrics like AI search volume, impressions, and mentions count. 

How to get LLM mention data →
// Fetch Smithery mentions
POST v3/ai_optimization/llm_mentions/search/live
[
    {
        "target": [
            {
                "keyword": "Smithery",
                "search_scope": ["any"]
            }
        ],
        "platform": "chat_gpt",
        "order_by" : ["ai_search_volume,desc"]
    }
]