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Glama
sovorn-c

Vehicle Intelligence MCP Server

by sovorn-c

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
PIPELINE_BASE_URLNoAlternative environment variable for the pipeline API base URL.http://localhost:8000
VEHICLE_MCP_HTTP_HOSTNoStreamable HTTP bind host.127.0.0.1
VEHICLE_MCP_HTTP_PORTNoStreamable HTTP bind port.8080
VEHICLE_MCP_TRANSPORTNoSelect stdio or http.stdio
VEHICLE_MCP_MAX_ATTEMPTSNoMaximum attempts for transient reads. Valid range: 1 through 5.3
VEHICLE_MCP_POOL_TIMEOUTNoConnection-pool timeout in seconds.2.0
VEHICLE_MCP_READ_TIMEOUTNoPipeline read timeout in seconds.10.0
VEHICLE_MCP_WRITE_TIMEOUTNoPipeline write timeout in seconds.5.0
VEHICLE_MCP_CONNECT_TIMEOUTNoPipeline connection timeout in seconds.2.0
VEHICLE_MCP_PIPELINE_BASE_URLNoPipeline API base URL. PIPELINE_BASE_URL is also accepted.http://localhost:8000
VEHICLE_MCP_MAX_RESPONSE_BYTESNoMaximum pipeline response size. Valid range: 10 KiB through 10 MiB.1048576
VEHICLE_MCP_ALLOW_INSECURE_BINDNoPermit a non-loopback bind for a controlled container network.false

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

Tools

Functions exposed to the LLM to take actions

NameDescription
list_vehiclesB

List a bounded page of canonical vehicle summaries from the catalog for discovery.

lookup_vehicleA

Retrieve the current canonical record and audit metadata for one validated VIN.

explain_vehicle_fieldB

Explain one vehicle field outcome (RESOLVED, UNRESOLVED, or ABSENT) using current evidence.

get_vehicle_historyB

Retrieve historical canonical revisions for a vehicle in newest-first order.

get_vehicle_revisionA

Retrieve one exact immutable canonical revision for a vehicle by revision number.

get_source_observationA

Retrieve one exact immutable source observation by ID, including verified raw payload.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

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