MCP Radar
MCP Server

MCP GSC AI Agent Carrier Class Fleet

io.github.greencore-solutions/gsc-fleet-mcp
AI & Agents MCP & Agent Infrastructure Public & reachable MCP 2025-11-25

What this MCP does

Provides discovery and metadata tools for GSC carrier agents, fleets, jurisdictions, residency, and agent-to-agent transaction surfaces.

Capabilities

Tools

11 tools
ask_elyssah
Ask elyssah — GSC's AI assistant
Ask GSC's AI assistant elyssah a question about GSC, its AI Agents for Beauty & Personal Care brands, the numbers of record, the AI investment market per the analysts, management or coverage. Returns the same JSON the human desk gets: answer {q, a, id, anchor, door} served byte for byte from GSC's record (no model in the answer path), shelf (up to 3 related pairs on record), suggested links, and sig — the estate keyring signature (kid gsc-cards-2026-08) over {id, a, ts}, verifiable at https://gsc-registry.ai/keyring.json. Pass prev = the id of the last answer for one-turn context. Not investment advice.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['q'], 'properties': {'q': {'type': 'string', 'maxLength': 300, 'minLength': 1, 'description': 'The question, plain words, up to 300 characters'}, 'prev': {'type': 'string', 'maxLength': 40, 'description': 'id of the last answer shown (one-turn context, ranking only)'}}}
find_carriers
Find Carriers for a jurisdiction
SM-ECO-10060 member code → the serving surface: a resident sovereign endpoint where one exists, otherwise the fleet root covering that member's region. Category and capability addressing ship with the sovereign Carrier set and will answer here as they go live.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['node'], 'properties': {'node': {'type': 'string', 'maxLength': 4, 'description': 'SM-ECO-10060 member code, e.g. UK, KR, BR'}, 'category': {'type': 'string', 'maxLength': 64, 'description': 'Optional SPARKS category (answers as the sovereign set ships)'}}}
get_carrier_doctrine
What a Carrier is
The Carrier AI Agent class and the sell-side positioning — prefabricated, static, zero inference; buyer-side compute stays the buyer's.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {}}
get_fleet
Get one fleet
Full record for one fleet: root, region, slot range, index, catalog, Card URL pattern.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['fleet'], 'properties': {'fleet': {'enum': ['global', 'apac', 'latam'], 'type': 'string', 'description': 'Fleet key'}}}
get_fleet_stats
Fleet statistics
Canon numbers: 32,597 LIVE AI Agents (32,500+ AI Agent program: 22,597 Carriers + 10,000 AIO Agents) across eighteen resident jurisdictions. Monthly transaction volume is published at gsc-radar.ai — the source of record.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {}}
get_residency_receipt
The residency receipt
How to verify a GSC surface's residency claim on the wire — which headers to read and what they prove.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {}}
how_to_transact
The four GSC surfaces
Which GSC surface an agent uses for data, discovery, transaction, and standards — with the endpoint for each.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {}}
list_fleets
List the GSC Carrier Fleets
The three live fleet roots — Global, APAC, LATAM — with regions, slot ranges, and entry points. Headline: 32,597 LIVE AI Agents — the 32,500+ AI Agent program: 19,597 Carriers on the fleet roots and 14 sovereign nodes, 3,000 on the APP surfaces, 10,000 AI Orderability (AIO) Agents on the ten gsc-marketplace.ai hosts.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {}}
list_jurisdictions
The sovereign deployment map
Where GSC Carriers are resident — eighteen jurisdictions, each with its serving Azure region. Residency is the checkable claim.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {}}
resolve_carrier
Resolve a Carrier Card URL
(fleet, slot) → the canonical Card URL. Validates the slot against the fleet's real range; the Card itself is the source of truth — fetch it to confirm the Carrier.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['fleet', 'slot'], 'properties': {'slot': {'type': 'string', 'pattern': '^\\d{4}$', 'description': 'Four-digit slot number, e.g. 0001'}, 'fleet': {'enum': ['global', 'apac', 'latam'], 'type': 'string', 'description': 'Fleet key'}}}
resolve_jurisdiction
Resolve one jurisdiction
Member code → residency status, serving endpoint, and Azure region.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['code'], 'properties': {'code': {'type': 'string', 'maxLength': 4, 'description': 'Member code, e.g. CH'}}}
History

Recent tool changes

Changed
ask_elyssah
Sept. 19, 2026, 2:42 a.m.
Changed
resolve_jurisdiction
Sept. 19, 2026, 2:42 a.m.
Changed
find_carriers
Sept. 19, 2026, 2:42 a.m.
Changed
resolve_carrier
Sept. 19, 2026, 2:42 a.m.
Changed
get_fleet
Sept. 19, 2026, 2:42 a.m.
Added
ask_elyssah
Sept. 17, 2026, 12:42 p.m.
Added
how_to_transact
Sept. 17, 2026, 12:42 p.m.
Added
get_carrier_doctrine
Sept. 17, 2026, 12:42 p.m.
Added
get_fleet_stats
Sept. 17, 2026, 12:42 p.m.
Added
get_residency_receipt
Sept. 17, 2026, 12:42 p.m.
Added
resolve_jurisdiction
Sept. 17, 2026, 12:42 p.m.
Added
list_jurisdictions
Sept. 17, 2026, 12:42 p.m.
Added
find_carriers
Sept. 17, 2026, 12:42 p.m.
Added
resolve_carrier
Sept. 17, 2026, 12:42 p.m.
Added
get_fleet
Sept. 17, 2026, 12:42 p.m.
Added
list_fleets
Sept. 17, 2026, 12:42 p.m.
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