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Glama
mambalabsdev

Manufacturer and Supplier Finder MCP Server

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
APIFY_TOKENYesYour Apify API token from console.apify.com/account/integrations

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
find_suppliersA

Find manufacturers, wholesalers, and distributors for a product in one of 20 countries. Give product (for example cast iron cookware) and optionally country, role, and max_results. The actor searches Google, checks each company's own website with the Mamba Labs Website Phrase and Business Model Classifier, and returns one row per supplier: company_name, domain, website_url, roles_detected, product_evidence_text and role_evidence_text quoted from the site with their page URLs, and a 0.6 to 0.95 confidence. Directories, marketplaces, and social networks are never returned. When nothing qualifies, one free summary row says why. A run that does not succeed is returned as an error with its run ID. Read-only; requires an APIFY_TOKEN; Apify charges per supplier returned plus the classifier's price per site checked.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

A4.3/5.0

Scored across 1 tool

Disambiguation5/5

With only one tool, there is no possibility of confusion with another operation. Its purpose is clearly stated as supplier discovery.

Naming Consistency5/5

The sole tool follows a clear verb_noun snake_case convention (find_suppliers). There are no inconsistent names to compare against.

Tool Count3/5

A single tool is thin even for a narrow discovery server. The parameterization is rich, but the surface offers no companion operations such as listing supported countries, roles, or retrieving supplier details.

Completeness3/5

The core discovery workflow is covered, including country, role, max_results, and evidence-rich rows. However, there are notable gaps: no follow-up supplier detail retrieval, no supported-country/role listing, and no batch or refinement operations.

Maintenance

ActivityMaintained
ResponsivenessNo issues