Shipshape Data

com.shipshapedataPublished by shipshapedata.comOfficial publisherv1.0.0Updated Oct 24, 2026

Services, case studies, 169 data and AI guides, and AI readiness scoring. Read-only, keyless.

VerifiedStreamable HTTPWeb executableKnowledge & MemoryBusiness & Commerce

Overview

AI-generated overview

Read-only, keyless remote MCP server exposing a London AI consultancy's services, case studies, guide search and AI readiness scoring.

What you can do
  • List the consultancy's 13 services with names, descriptions and page URLs
  • Retrieve the three published case studies with their outcomes
  • Search a library of practical data and AI guides, with the questions each answers and its URL
  • Fetch the 16-question AI readiness assessment and score answers into a 0-100 result with maturity bands, per-area averages and weakest-area advice
  • Get contact details for reaching the team on a user's behalf
When to use it
Useful when a user asks about Shipshape Data's services or case studies, wants to find practical data and AI guides, or wants to run an AI readiness self-assessment and get a scored result with guidance.
Requirements
A remote streamable HTTP endpoint; no authentication, API keys or environment variables are declared. The README notes a fair-use limit of 300 requests per minute per IP.
Before you install
The server has no write tools and no auth, but it is a marketing surface for one consultancy: results, case studies and readiness guidance promote that vendor. Readiness answers the user gives are sent to the remote service for scoring. Contact details are provided for the user to reach out themselves.

Installation

In SourceWeft

  1. Open Shipshape Data in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/com.shipshapedata%2Fshipshape-data/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "shipshape-data": {
      "type": "http",
      "url": "https://shipshapedata.com/mcp"
    }
  }
}

README

Shipshape Data agent tools

The official agent toolkit for Shipshape Data, the London AI consultancy that builds the data foundation first. Everything here wraps the same keyless, read-only surface: the public API, two MCP servers, and the site's markdown twins.

What's in here

PathWhat it is
skills/Agent skills: install with npx skills add shipshapedata/agent-tools
packages/cli/shipshape-data on npm: CLI (npx shipshape-data readiness) and Node SDK
packages/python/shipshape-data on PyPI: shipshape CLI and Python SDK
.mcp.json, .cursor/Drop-in MCP configs for Claude Code and Cursor
plugin.jsonClaude Code plugin manifest (MCP servers + skills)

The surface it talks to

  • API: https://shipshapedata.com/api/v1 (self-describing; OpenAPI 3.1 spec)
  • MCP: https://shipshapedata.com/mcp (services, case studies, resource search, AI readiness scoring) and https://shipshapedata.com/mcp/docs (docs Q&A, full markdown of any page)
  • NLWeb: POST https://shipshapedata.com/ask
  • A2A: agent card
  • Guides: llms.txt | agents.md | developers

No auth anywhere, no write endpoints anywhere, fair use 300 requests/minute/IP.

Quick start

bash
# MCP in Claude Codeclaude mcp add --transport http shipshape-data https://shipshapedata.com/mcp
# Skillsnpx skills add shipshapedata/agent-tools
# CLInpx shipshape-data readinesspip install shipshape-data && shipshape search data lineage

Why this exists

We tell clients their AI is only as good as the data foundation underneath it, and that their products should be as easy for agents to use as for people. This repo is us doing it to ourselves. If you want your product to work like this, talk to us.

MIT © Disruptiv Technologies Ltd, trading as Shipshape Data

Source: README.md at commit f3e8a96

Tools

6

list_services

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.

Parametersslug

get_case_studies

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).

Parametersslug

search_resources

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).

Parameterslimitqueryrequiredcategory

get_ai_readiness_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.

Parameterssection

score_ai_readiness

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.

Parametersanswersrequired

get_contact_info

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.

Takes no parameters.

Version history

1
  1. v1.0.0LatestSep 16, 2026

Score

100% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts

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