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Glama
captainChaozi

Search Intent MCP

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
SEARCH_INTENT_API_KEYYesAPI key obtained from https://aisearchintent.com

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Server capabilities have not been inspected yet.

Tools

Functions exposed to the LLM to take actions

NameDescription
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

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

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.

Maintenance

ActivityInactive
ResponsivenessNo issues