Shipshape Data docs

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

Docs Q&A: search 169 data and AI guides, fetch any page as markdown. Read-only, keyless.

The publisher's own server: Shipshape Data

VerifiedStreamable HTTPWeb executableWeb Search & ScrapingKnowledge & Memory

Overview

AI-generated overview

A remote, keyless MCP server that lets an assistant search Shipshape Data's data and AI guides and fetch any site page as markdown.

What you can do
Search the documentation for guides and service or industry pages, with the questions each page answers and its URL returned alongside results. Fetch the full markdown version of any shipshapedata.com page, including articles, services, industries and case studies, by URL or path. List the site's sections and resource categories with article counts, or list every guide in a named category.
When to use it
Useful when an assistant needs to answer questions about data architecture, data cleaning, AI readiness or similar topics from Shipshape Data's published guides, or when you want page content as clean markdown rather than scraped HTML.
Requirements
A remote streamable HTTP endpoint at shipshapedata.com; no package, account, API key or header is needed. Network access to the site is required, and the README states a fair-use limit of 300 requests per minute per IP.
Before you install
Read-only with no write endpoints, so it cannot change data. Requests go to a third-party site, so queries and page paths are visible to that operator. The README notes a per-IP rate limit that heavy use could hit.

Installation

In SourceWeft

  1. Open Shipshape Data docs 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-docs/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-docs": {
      "type": "http",
      "url": "https://shipshapedata.com/mcp/docs"
    }
  }
}

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

3

search_docs

Search Shipshape Data's documentation: 191 practical guides on data and AI plus the service and industry pages. Results include the questions each page answers and its URL.

Parameterslimitqueryrequired

get_page

Fetch the full markdown twin of any shipshapedata.com page (articles, services, industries, case studies). Pass the page URL or path, e.g. "/resources/data-architecture/data-cleaning/".

Parametersurlrequired

list_sections

The site's sections and resource categories with article counts, for orientation before searching. Pass a category name to list every guide in it.

Parameterscategory

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

Other Shipshapedata integrations

Shipshape Data

com.shipshapedataOfficial publisher

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

Streamable HTTPWeb executable
Knowledge & Memory6 toolsOct 24, 2026