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Glama

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
HOSTNoThe host interface to bind the HTTP server to.127.0.0.1
PORTNoThe port to bind the HTTP server to.8010
GOOGLE_FLIGHTS_MCP_SOCS_COOKIENoConsent cookie value to use when Google rotates its EU consent cookie.
GOOGLE_FLIGHTS_MCP_BROWSER_EXECUTABLENoPath to a Chrome/Chromium executable to override automatic browser discovery.

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
}
logging
{}
prompts
{
  "listChanged": false
}
resources
{
  "subscribe": false,
  "listChanged": false
}

Tools

Functions exposed to the LLM to take actions

NameDescription
build_protobuf_search_urlA

Build a real tfs protobuf search URL without making a network request.

discover_and_rank_completeB

Use protobuf+HTTP to pair full itineraries, rank them, and return top 1-3.

search_and_verify_topB

Run protobuf → HTTP → pairing → ranking → top 1-3 → Playwright verification.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

B3.4/5.0

Scored across 3 tools

Disambiguation3/5

build_protobuf_search_url is clearly distinct as a URL builder, but discover_and_rank_complete and search_and_verify_top overlap heavily since both perform the same core search and ranking flow, differing only in the verification step. The descriptions help, but an agent could easily pick the wrong one when it only needs unverified results.

Naming Consistency4/5

All tool names use snake_case and begin with a verb, which is a solid pattern. The minor inconsistency is that build_protobuf_search_url uses a simple verb_noun structure while the other two use verb_and_verb_complement, making the set slightly uneven but still readable.

Tool Count4/5

Three tools is a reasonable size for a focused flight-search server that exposes a small pipeline: build URL, run search and ranking, then optionally verify. Each tool has a real purpose, though the set is slightly thin if broader flight-search operations were intended.

Completeness4/5

The tools cover the main workflow from URL construction through ranking and verification, so most end-to-end flight search needs are addressed. Minor gaps exist such as no tool to view raw intermediate protobuf/HTTP responses, but agents can work around this by chaining the available tools.

Maintenance

ActivityMaintained
ResponsivenessNo issues