Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add instructions/palewire/datawrapper-mcp/agents-mdgit clone --depth 1 https://github.com/palewire/datawrapper-mcpWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/instructions/palewire/datawrapper-mcp/agents-md)<a href="https://agentmods.dev/instructions/palewire/datawrapper-mcp/agents-md"><img src="https://agentmods.dev/badge/instructions/palewire/datawrapper-mcp/agents-md.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.01747 | $0.01747 |
| Opus 5 | $0.00873 | $0.00873 |
| Sonnet 5 | $0.00349 | $0.00349 |
| Haiku 4.5 | $0.00175 | $0.00175 |
Grade A, and why
datawrapper-mcp AGENTS.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 263 lines — stays where its author put it; the contents beside it link to each section on GitHub.
datawrapper-mcp
MCP server providing tools for creating Datawrapper charts through AI assistants.
Critical: Using This MCP Server
This MCP server IS the Datawrapper integration.
When users ask to create Datawrapper charts:
- Use the
create_chartMCP tool from this server - Use
get_chart_schemato explore configuration options - Use
update_chart,publish_chart, and other MCP tools as needed
Do NOT:
- Install the
datawrapperPython package - Use the Datawrapper API directly
- Import
from datawrapper import ... - Run
pip install datawrapper
The MCP tools are the ONLY interface for Datawrapper chart operations.
Environment Setup
# Required: Set your Datawrapper API token
export DATAWRAPPER_ACCESS_TOKEN="your-token-here"
# Get token from: https://app.datawrapper.de/account/api-tokens
Build and Test Commands
# Install package in development mode
pip install -e .
# Run the MCP server
datawrapper-mcp
# Run tests
pytest
# Run tests with coverage
pytest --cov=datawrapper_mcp
# Type checking
mypy datawrapper_mcp
# Linting
ruff check datawrapper_mcp
Project Structure
datawrapper_mcp/
├── __init__.py # Package initialization
├── server.py # Main MCP server implementation
├── config.py # Configuration and chart type mappings
├── utils.py # Utility functions (data conversion, API token)
└── handlers/ # Handler modules for each operation
├── create.py # Chart creation handler
├── update.py # Chart update handler
├── delete.py # Chart deletion handler
├── publish.py # Chart publishing handler
├── export.py # Chart export handler
├── retrieve.py # Chart retrieval handler
└── schema.py # Schema retrieval handler
Available MCP Tools
| Tool | Description |
|---|---|
create_chart |
Create chart with full Pydantic config |
get_chart_schema |
Get JSON schema for a chart type |
get_chart |
Retrieve chart info and complete configuration |
update_chart |
Update chart data or configuration |
delete_chart |
Delete a chart |
publish_chart |
Publish chart (only on explicit user request) |
export_chart_png |
Export as PNG (only on explicit user request) |
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 5d ago First seen · 263 lines · 1,747 tokens per session scan A ba09be826220
datawrapper-mcp AGENTS.md is an instructions file published in the GitHub repository palewire/datawrapper-mcp (49 stars, last pushed 2mo ago), licensed MIT. It adds 1,747 tokens to every session, about $0.0087 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other instructions, from other repositories
joint CLAUDE.md
Claude Code instructions for clientIO/joint, covering claude.md, project overview, common commands, install dependencies and build distribution files (runs grunt).
unovis CLAUDE.md
Claude Code instructions for f5/unovis: The full AI contributor guide lives in ai/AGENTS.md and is shared by Claude, Codex, and Cursor. It is imported below; the skills in ai/skills/ are available as /commit, /open-pr, /add-component, and /add-gallery-example.
claude-skills-journalism copilot-instructions.md
Copilot instructions for jamditis/claude-skills-journalism, covering copilot review instructions, claude-skills-journalism, global rules to flag and project-specific bug classes to flag.
bklit-ui AGENTS.md
Instructions for bklit/bklit-ui, covering agent guide (bklit-ui contributors), building or editing a chart, shipping a chart to production and other contributor skills.
claude-skills-journalism CLAUDE.md
Claude Code instructions for jamditis/claude-skills-journalism, covering agent skills collection, bug-fixing workflow, project overview, directory structure and skill format.
tt-studio CLAUDE.md
Claude Code instructions for tenstorrent/tt-studio, covering tt-studio, architecture & ports, repo layout, common commands and conventions.