Services, case studies, 169 data and AI guides, and AI readiness scoring. Read-only, keyless.
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The 16-question AI readiness assessment (four areas: strategy, people, data, change; 15 questions scored). Ask the user each question, then call score_ai_readiness with the answers.
Optional: return just one section's questions
The 16-question AI readiness assessment (four areas: strategy, people, data, change; 15 questions scored). Ask the user each question, then call score_ai_readiness with the answers.
| Argument | Type | Description |
|---|---|---|
| section | string | Optional: return just one section's questions |
{
"type": "object",
"properties": {
"section": {
"enum": [
"strategy",
"people",
"data",
"change"
],
"type": "string",
"description": "Optional: return just one section's questions"
}
},
"additionalProperties": false
}The three published case studies with real, verifiable outcomes: Smarter Services (1.5 days of admin freed weekly), 1NCE (multilingual AI support assistant), Slimstock (AI chat on their own content).
| Argument | Type | Description |
|---|---|---|
| slug | string | Optional: return just this case study; one of "smarter-services", "1nce", "slimstock" |
{
"type": "object",
"properties": {
"slug": {
"type": "string",
"description": "Optional: return just this case study; one of \"smarter-services\", \"1nce\", \"slimstock\""
}
},
"additionalProperties": false
}How to contact the Shipshape Data team on a user's behalf (email; a person replies, usually within one working day). This server has no write tools.
No arguments.
{
"type": "object",
"properties": {},
"additionalProperties": false
}List the 13 services of Shipshape Data (a London AI consultancy): AI strategy, data consultancy, AI development, data migration, and nine specialisms including MCP connections and RAG. Returns names, descriptions, and page URLs.
| Argument | Type | Description |
|---|---|---|
| slug | string | Optional: return just this service, e.g. "ai-strategy" or "mcp-connections" |
{
"type": "object",
"properties": {
"slug": {
"type": "string",
"description": "Optional: return just this service, e.g. \"ai-strategy\" or \"mcp-connections\""
}
},
"additionalProperties": false
}Score AI readiness answers with the same maths as shipshapedata.com/ai-readiness: returns a 0-100 score, one of five maturity bands with guidance, per-area averages, and the weakest area with advice.
| Argument | Type | Description |
|---|---|---|
| answers* | array | Either 16 option indices (0-4, all questions in order) or 15 point values (1-5, scored questions only, in order) |
{
"type": "object",
"required": [
"answers"
],
"properties": {
"answers": {
"type": "array",
"items": {
"type": "integer",
"maximum": 5,
"minimum": 0
},
"description": "Either 16 option indices (0-4, all questions in order) or 15 point values (1-5, scored questions only, in order)"
}
},
"additionalProperties": false
}Search Shipshape Data's library of 191 practical guides on data and AI. Each result includes the questions the guide answers and its URL (every page also serves a markdown twin at URL + index.md).
| Argument | Type | Description |
|---|---|---|
| limit | integer | Max results, default 5 |
| query* | string | Search terms, e.g. "data lineage" or "RAG architecture" |
| category | string | Optional category filter; one of the names from resource categories |
{
"type": "object",
"required": [
"query"
],
"properties": {
"limit": {
"type": "integer",
"maximum": 25,
"minimum": 1,
"description": "Max results, default 5"
},
"query": {
"type": "string",
"description": "Search terms, e.g. \"data lineage\" or \"RAG architecture\""
},
"category": {
"type": "string",
"description": "Optional category filter; one of the names from resource categories"
}
},
"additionalProperties": false
}