Shipshape Data MCP server

Q: How do I add Shipshape Data MCP to Claude Code?

Run `claude mcp add --transport http agent-tools https://shipshapedata.com/mcp` in your terminal. Add `--scope user` to make it available in every project.

Q: How do I add Shipshape Data MCP to Cursor?

Open `~/.cursor/mcp.json` and add the server under `mcpServers`, using the Cursor config shown in the install section above.

Commit Sep 7, 2026

shipshapedata/agent-tools · javascript · MIT

Access AI consultancy services, case studies, data guides, and AI readiness scoring through a read-only interface.

Also known as shipshapedata/agent-tools, agent-tools

remote Docs & Knowledge AI & LLM Tools No API key

Install GitHub ↗

Stars: 0
Tools: —
Downloads, 30 days: —
Latest version: 1.0.0
Last commit: Sep 7, 2026
License: MIT

What is Shipshape Data MCP?

Shipshape Data accesses AI consultancy services, case studies, data guides, and AI readiness scoring through a read-only interface.

Summary generated from the project's README

About Shipshape Data MCP server

Shipshape Data provides a read-only interface for developers and AI agents to interact with the resources of a London-based AI consultancy. The server allows users to access consultancy services, case studies, and data guides through a keyless setup. It connects to a public API and two distinct MCP endpoints to facilitate resource searching and documentation Q&A.

Users can integrate this server into Claude Code or Cursor using provided configurations. The system includes specific tools for AI readiness scoring and full markdown retrieval of site pages. It operates under a fair use policy that limits requests to 300 per minute per IP address. Because the interface is strictly read-only, no authentication or write permissions are required to explore the available data and expertise.

What you can do with it

1Evaluate AI readinessAn AI client can run a command to determine how prepared a data foundation is for artificial intelligence implementation.
2Search consultancy case studiesA developer can query the server to find specific examples of previous AI consultancy work.
3Retrieve technical documentationAn agent can pull the full markdown content of any page to answer complex technical questions.
4Research data lineageA user can utilize the Python SDK to search for information regarding data lineage.

Written from the project's README. Every use case is checked against a quote from it.

How to install Shipshape Data MCP

Formats verified 10 Nov 2026Add to Cursor Add to Goose

Claude CodeCursorVS CodeVS Code CLICodexCodex config.tomlGemini CLIGemini settings.json

$ claude mcp add --transport http agent-tools https://shipshapedata.com/mcp

~/.cursor/mcp.json

{
  "mcpServers": {
    "agent-tools": {
      "url": "https://shipshapedata.com/mcp"
    }
  }
}

.vscode/mcp.json

{
  "servers": {
    "agent-tools": {
      "type": "http",
      "url": "https://shipshapedata.com/mcp"
    }
  }
}

$ code --add-mcp '{"name":"agent-tools","type":"http","url":"https://shipshapedata.com/mcp"}'

$ codex mcp add agent-tools --url https://shipshapedata.com/mcp

~/.codex/config.toml

[mcp_servers.agent-tools]
url = "https://shipshapedata.com/mcp"

$ gemini mcp add -s user --transport http agent-tools https://shipshapedata.com/mcp

~/.gemini/settings.json

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

No environment variables or API keys required.Setup guides:Claude Code Cursor VS Code Claude Desktop

Automated checks

Ran Nov 15, 2026Full report →

67/100

Not verified yet. A server needs a score of 80, no serious finding, and enough data for us to check. How checks work · What to fix for more points

Show this score in your README

Source repository linked and reachableshipshapedata/agent-tools is public and reachablegithub.com/shipshapedata/agent-tools ↗Pass
Package names this repository as its sourceNot checked
Build provenance (Sigstore attestation)Not checked
Open source license (OSI)MITspdx.org/licenses/MIT.html ↗Pass
Commit or release in the last yearLast commit or release 2026-09-07github.com/shipshapedata/agent-tools ↗Pass
OpenSSF ScorecardNot checked
Package name not close to a popular packageNot checked
No critical advisory in the package or its dependenciesNot checked
No hidden instructions to the model0 tool descriptions and the README read; no override phrases, credential paths or hidden charactersPass
Destructive tools are labelledNot checked
Remote endpoint answers the MCP handshakeinitialize answered with protocol 2025-06-18 in 347 msPass

README

View on GitHub

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

Path	What 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.json`	Claude 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

# MCP in Claude Code
claude mcp add --transport http shipshape-data https://shipshapedata.com/mcp

# Skills
npx skills add shipshapedata/agent-tools

# CLI
npx shipshape-data readiness
pip 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

Read full README

Shipshape Data MCP questions

How do I add Shipshape Data MCP to Claude Code?

Run claude mcp add --transport http agent-tools https://shipshapedata.com/mcp in your terminal. Add --scope user to make it available in every project.

How do I add Shipshape Data MCP to Cursor?

Open ~/.cursor/mcp.json and add the server under mcpServers, using the Cursor config shown in the install section above.

Does this server require authentication?

No, the server is keyless and requires no authentication.

Can I write or modify data using this server?

No, the surface is read-only and contains no write endpoints.

Facts

Nov 15, 2026

Stars: 0
Downloads, 30 days: —
Latest version: 1.0.0
Last commit: Sep 7, 2026
License: MIT
Transport: remote
Package: —

shipshapedata ↗

Community publisher

Published by an independent maintainer.

Alternatives

Works with

Claude Code Cursor VS Code Claude Desktop Codex Gemini CLI Windsurf Devin

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Before you install

Servers run with the permissions you give them. Use the narrowest token or database role that does the job.

About Shipshape Data MCP server

What you can do with it

1Evaluate AI readinessAn AI client can run a command to determine how prepared a data foundation is for artificial intelligence implementation.
2Search consultancy case studiesA developer can query the server to find specific examples of previous AI consultancy work.
3Retrieve technical documentationAn agent can pull the full markdown content of any page to answer complex technical questions.
4Research data lineageA user can utilize the Python SDK to search for information regarding data lineage.

Written from the project's README. Every use case is checked against a quote from it.

Path

What 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.json

Claude Code plugin manifest (MCP servers + skills)

# MCP in Claude Code claude mcp add --transport http shipshape-data https://shipshapedata.com/mcp # Skills npx skills add shipshapedata/agent-tools # CLI npx shipshape-data readiness pip install shipshape-data && shipshape search data lineage

Shipshape Data MCP questions

How do I add Shipshape Data MCP to Claude Code?

Run claude mcp add --transport http agent-tools https://shipshapedata.com/mcp in your terminal. Add --scope user to make it available in every project.

How do I add Shipshape Data MCP to Cursor?

Open ~/.cursor/mcp.json and add the server under mcpServers, using the Cursor config shown in the install section above.

Does this server require authentication?

No, the server is keyless and requires no authentication.

Can I write or modify data using this server?

No, the surface is read-only and contains no write endpoints.

Shipshape Data MCP server

What is Shipshape Data MCP?

About Shipshape Data MCP server

What you can do with it

How to install Shipshape Data MCP

Install Shipshape Data MCP in Claude Code

Install Shipshape Data MCP in Cursor

Install Shipshape Data MCP in VS Code

Install Shipshape Data MCP in VS Code CLI

Install Shipshape Data MCP in Codex

Install Shipshape Data MCP in Codex config.toml

Install Shipshape Data MCP in Gemini CLI

Install Shipshape Data MCP in Gemini settings.json

Automated checks

README

Shipshape Data agent tools

What's in here

The surface it talks to

Quick start

Why this exists

Shipshape Data MCP questions

Shipshape Data MCP server

What is Shipshape Data MCP?

About Shipshape Data MCP server

What you can do with it

How to install Shipshape Data MCP

Install Shipshape Data MCP in Claude Code

Install Shipshape Data MCP in Cursor

Install Shipshape Data MCP in VS Code

Install Shipshape Data MCP in VS Code CLI

Install Shipshape Data MCP in Codex

Install Shipshape Data MCP in Codex config.toml

Install Shipshape Data MCP in Gemini CLI

Install Shipshape Data MCP in Gemini settings.json

Automated checks

README

Shipshape Data agent tools

What's in here

The surface it talks to

Quick start

Why this exists

Shipshape Data MCP questions