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Glama

Server Details

AI virtual staging for real estate — stage rooms, beautify floor plans, classify images.

Status
Unhealthy
Last Tested
Transport
Streamable HTTP
URL
Repository
LarryWalkerDEV/mcp-immostage
GitHub Stars
3
Server Listing
ImmoStage Virtual Staging MCP Server

Glama MCP Gateway

Connect through Glama MCP Gateway for full control over tool access and complete visibility into every call.

MCP client
Glama
MCP server

Full call logging

Every tool call is logged with complete inputs and outputs, so you can debug issues and audit what your agents are doing.

Tool access control

Enable or disable individual tools per connector, so you decide what your agents can and cannot do.

Managed credentials

Glama handles OAuth flows, token storage, and automatic rotation, so credentials never expire on your clients.

Usage analytics

See which tools your agents call, how often, and when, so you can understand usage patterns and catch anomalies.

100% free. Your data is private.
Tool DescriptionsA

Average 3.6/5 across 5 of 5 tools scored.

Server CoherenceA
Disambiguation4/5

Most tools have distinct purposes: beautify_floor_plan for floor plan rendering, classify_room for room analysis, optimize_listing for text generation, stage_room for virtual staging, and suggest_style for style recommendations. However, classify_room and suggest_style could be confused as both involve style/room type analysis, though classify_room focuses on image classification while suggest_style is recommendation-based.

Naming Consistency5/5

All tool names follow a consistent verb_noun pattern with snake_case: beautify_floor_plan, classify_room, optimize_listing, stage_room, suggest_style. The naming is predictable and readable throughout the set.

Tool Count5/5

With 5 tools, this is well-scoped for a virtual staging server. Each tool earns its place by covering key aspects: image processing (beautify, classify, stage), text generation (optimize), and recommendations (suggest). The count is neither too thin nor bloated.

Completeness4/5

The toolset covers core virtual staging workflows: image transformation (beautify, stage), analysis (classify), text enhancement (optimize), and style guidance (suggest). A minor gap is the lack of tools for editing or removing staging from images, but agents can work around this with the provided tools.

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