Skip to main content
Glama
Sign In
Search Intent MCP

Search Intent MCP

by captainChaozi
OverviewSchemaSourceRelated ServersDiscussionsAdmin
JavaScript
Remote

Search Intent MCP

请通过 https://aisearchintent.com 获取 API key

这是一个基于 MCP (Model Context Protocol) 的搜索意图分析服务。它可以帮助分析用户搜索关键词的意图，为 SEO 分析提供支持。

功能特点

  • 分析搜索关键词的意图

  • 提供可能的分类

  • 提供推理过程

  • 提供相关参考链接

  • 提供搜索建议

Related MCP server: SEO AI Assistant

使用方法

claude 安装

{
  "mcpServers": {
    "search_intent": {
      "command": "npx",
      "args": ["-y", "@search-intent/mcp"],
      "env": {
        "SEARCH_INTENT_API_KEY": "xxx"
      }
    }
  }
}

开发

# 克隆仓库
git clone

# 安装依赖
pnpm install

# 设置环境变量
export SEARCH_INTENT_API_KEY=your_api_key

API 使用示例

服务提供了一个名为 search_intent_analysis 的工具，可以这样使用：

{
  "name": "search_intent_analysis",
  "arguments": {
    "query": "grok3"
  }
}

返回结果示例：

{
  "query": "grok3",
  "intent": "Information Lookup about xAI's Grok 3...",
  "possibleCategories": [
    "AI Model",
    "Technology",
    "Chatbot",
    "Product Information"
  ],
  "reasoning": "The user is likely trying to understand...",
  "references": [
    {
      "url": "https://example.com",
      "title": "Example Title"
    }
  ],
  "searchSuggestions": [
    "grok3 meaning",
    "grok3 search intent",
    "grok3 categories",
    "grok3"
  ]
}

Available Tools

1 tool
search_intent_analysisC

A tool for analyzing search intent and user behavior.

Features:

  • Analyze search query intent

  • Identify relevant topic categories

  • Provide search suggestions

  • Offer reference links

Examples: "iphone 15" → Product research/purchase intent "python tutorial" → Learning intent

Response format:

  • query: Original search term

  • intent: Search intention

  • categories: Related categories

  • suggestions: Related search terms

  • references: Reference links

Inputs: query (required).

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

Loading tool schema changelog…

    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    C2.8/5.0

    Scored across 1 tool

    Disambiguation5/5

    With only one tool, there is no ambiguity or overlap between tools. The tool has a clear, singular purpose focused on search intent analysis, making it impossible for an agent to misselect between non-existent alternatives.

    Naming Consistency5/5

    The single tool name follows a consistent snake_case pattern (search_intent_analysis). Since there is only one tool, naming consistency is inherently perfect with no deviations or mixed conventions to evaluate.

    Tool Count2/5

    A single tool is too few for a server named 'Search Intent MCP', which suggests a broader scope for search-related operations. While the tool covers analysis well, the set lacks complementary tools for actions like refining searches, tracking trends, or managing intents, making it feel thin and incomplete for the domain.

    Completeness2/5

    The tool surface is severely incomplete for search intent analysis. It only provides analysis without supporting operations like saving intents, comparing queries over time, or integrating with search engines. This creates significant gaps that will limit agent workflows, as analysis alone is a dead end without follow-up actions.

    Resources

    Related MCP Connectors

    Related MCP Servers

    • SEO AI Assistant

      ccnn2509
      A
      license
      Not graded
      quality
      D
      maintenance
      Provides SEO automation with tools for keyword research, SERP analysis, and competitor analysis through Google Ads API integration, enabling AI assistants to access these capabilities via MCP.
      50
      ISC

    • SEO AI Assistant

      ayushsinghvi92
      A
      license
      Not graded
      quality
      D
      maintenance
      MCP server that enables AI assistants to perform SEO automation tasks including keyword research, SERP analysis, and competitor analysis through Google Ads API integration.
      1
      ISC

    • Google Search MCP Server

      Fabien-desablens
      A
      license
      A
      quality
      D
      maintenance
      An MCP server that provides Google Search functionality with automatic API key rotation and intelligent quota management, enabling natural language search queries with advanced filtering options.
      1
      36 npm
      1
      MIT

    • keyso-mcp

      abukreev-dev
      A
      license
      C
      quality
      D
      maintenance
      MCP server for Keys.so SEO API, enabling domain and keyword analysis, competitor research, and SEO metrics retrieval through natural language.
      151
      4
      ISC

    Appeared in Searches