Quick read
How to read glama.ai quickly
glama.ai looks like technology & computing. Traffic estimates are limited, so use the trust and structure modules first. Current AI trust scoring is 54/100.
What to do next
- The stack appears to include React, Shopify.
- Open the Traffic tab if you need audience scale and geography before outreach.
- Open the Business tab if trust, monetization, or positioning is your first decision filter.
Provider Completeness
32/62 fields populated (52%)
1 health alerts11 providers
Providers with missing fields
meta: 2/3ads: 0/5publisher: 2/5files: 2/3traffic: 0/16radar: 0/4
Provider health alerts
traffic: TRAFFIC_NO_DATA
View field-level status
visual: 4/4
All expected fields present
meta: 2/3
Missing: description
seo: 5/5
All expected fields present
dns: 4/4
All expected fields present
Why this module matters
Business signals help answer “is this a real opportunity?”
Use the business tab to understand trust, monetization, audience fit, and brand posture before you spend time on outreach, partnerships, or competitive teardown work.
- Trust score and sentiment are your first risk screen.
- Business summary and audience notes speed up qualification.
- Ads and monetization patterns reveal how the site captures value.
Business Intelligence
Business Profile
Glama operates an MCP (Model Context Protocol) directory platform that helps developers and businesses discover MCP servers, connectors, clients, and related tools. MCP is an open protocol standard for connecting AI assistants to external data sources and tools. The platform serves as infrastructure for AI integration, with additional offerings including chat, gateway, and model services.
Business ModelSaaS / Infrastructure Platform
Target AudienceSoftware developers, AI engineers, enterprise IT teams, and businesses building AI-powered applications who need to integrate external tools and data sources with LLMs
Classification
CategoryTechnology & Computing
Sub-CategorySoftware
MCPModel Context ProtocolAI infrastructuredeveloper toolsAPI directoryserver discoveryAI integration
Trust & Risk
Trust Assessment
Trust Score54/100
SentimentProfessional
Spam DetectionClean
Publisher Monetization
ads.txtMissing
Monetization Signals
missing_ads_txt
AI Visual Analysis
Design StyleMinimalist
VibeProfessional, Trustworthy, Innovative
UI Score8/100
Detected Logo TextGlama
IAB Taxonomy
IAB CategoryTechnology & Computing
IAB Sub-CategorySoftware
Confidence92%
MCPModel Context ProtocolAI infrastructuredeveloper toolsAPI directoryserver discoveryAI integration
Business Insights
Business Model
SaaS / Infrastructure Platform model detected
Trust Level
Medium trust with 54/100 score
Audience
Software developers, AI engineers, enterprise IT teams, and businesses building AI-powered applications who need to integrate external tools and data sources with LLMs
Keep exploring
Keep exploring from this report
Browse the related category, topic, or technology path, open alternatives, or move into comparison when you have a second domain.
Related category
Browse Technology & Computing sites
Move from this site data report into the broader market cluster.
Use category pages when market context matters more than one domain.
Related topic
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Use the topic route when audience and editorial intent matter more than category.
Topic pages help you compare audience intent around the same domain.
Related technology
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Pivot from one domain into a stack-based discovery path.
Technology pages help you compare implementation patterns across similar sites.
Related technology
Browse Shopify websites
Pivot from one domain into a stack-based discovery path.