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Glama
tropicalia-ai

Tropicalia MCP Server

Official
by tropicalia-ai
OverviewSchemaSourceRelated ServersDiscussionsAdmin
TypeScript
Remote

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
TROPICALIA_API_KEYYesAPI key for authentication
TROPICALIA_PROJECTYesProject ID for this connection

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

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{
  "listChanged": true
}

Tools

Functions exposed to the LLM to take actions

NameDescription
searchA

Search documents in a Tropicalia project.

Available Parameters:

  • query: Search query text (required)

  • strategy: 'hybrid' | 'neural' | 'keyword' (default: hybrid)

  • expand_query: Generate query variations for better recall (default: false)

  • generate_answer: AI-generated completion from results (default: true)

  • limit: Maximum results 1-300 (default: 50)

  • include_sources: Include source documents in response (default: true)

Natural Language Examples:

  • "Use neural search for semantic similarity" → strategy: "neural"

  • "Search without expanding the query" → expand_query: false

  • "Just return results, no AI summary" → generate_answer: false

  • "Get more results" → limit: 100

  • "Only give me the answer" → include_sources: false

get_configB

Get current Tropicalia MCP configuration

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

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

A3.6/5.0

Scored across 2 tools

Disambiguation5/5

The two tools serve completely different purposes: `search` performs document queries while `get_config` retrieves server configuration. There is no possible confusion between them.

Naming Consistency4/5

Both names use imperative verbs, but one is a bare verb (`search`) while the other follows a verb_noun pattern (`get_config`). This is a minor deviation from a consistent pattern.

Tool Count3/5

With only 2 tools, the server feels thin for a general-purpose 'Tropicalia MCP Server'. However, the tools cover the core search and configuration needs, so it is borderline rather than severely under-scoped.

Completeness4/5

The search tool is feature-rich with multiple strategies and options, and `get_config` covers configuration. Missing operations like listing indexes or managing documents are minor gaps that agents can work around.

Maintenance

ActivityInactive
ResponsivenessNo issues

Resources