Clean messy tabular data and render publication-ready PNG charts from your AI assistant.
Connect Remote server
claude mcp add --transport http cleanchart https://www.cleanchart.app/api/mcp --header "Authorization: Bearer <YOUR_API_KEY>"
{
"mcpServers": {
"cleanchart": {
"url": "https://www.cleanchart.app/api/mcp",
"headers": {
"Authorization": "Bearer <YOUR_API_KEY>"
}
}
}
}
{
"servers": {
"cleanchart": {
"type": "http",
"url": "https://www.cleanchart.app/api/mcp",
"headers": {
"Authorization": "Bearer <YOUR_API_KEY>"
}
}
}
}
Settings > Connectors > Add custom connector
URL: https://www.cleanchart.app/api/mcp
Replace the values in angle brackets with your own. Keys stay on your machine; we never see them.
Tools 7 found in our last check
list_chart_typesList all chart types CleanChart can render, each with its default config object. Use a default config as the starting point, override what you need (title, xColumn, yColumn, colors, ...), then call validate_chart_config before generate_chart.
validate_chart_configDry-run validation of a chart config for a given chart type. Returns valid:true or a list of human-readable problems to fix. Always call this before generate_chart — it is free and instant, while a failed render costs a rate-limited attempt.
detect_data_issuesAnalyze tabular data for quality issues before charting: duplicates, missing values, whitespace, invalid tokens (N/A, -, ?), type mismatches, outliers, inconsistent date formats, and per-column inferred types. Returns a report whose findings map directly to apply_data_fixes opti…
apply_data_fixesClean tabular data with CleanChart's fix engine and get the cleaned rows back plus a change log. Options (all optional booleans unless noted): remove_duplicates, remove_empty_rows, remove_empty_columns, trim_whitespace, replace_invalid_values (turn N/A/-/? into null), nullify_mi…
generate_chartRender a publication-ready chart from tabular data and return it as a PNG image. By default the image is only delivered inline and never stored — in chat UIs the user can save it straight from the conversation. If the user needs a downloadable file (e.g. your client cannot save…
get_entitlementsShow the caller's current CleanChart tier. Anonymous callers are free tier (watermarked, reduced resolution). With an API key (Authorization: Bearer cc_..., created in the CleanChart dashboard) this reflects the account's subscription or Deadline Pass.
create_checkoutCreate a payment link the USER must open in their browser — never call this without the user explicitly asking to purchase. kind 'day_pass' (the Deadline Pass: 7 days of unlimited clean exports) or 'subscription' (Pro: monthly unlimited). Both are account-based: after payment Cl…
Headers
| Name | Description |
|---|---|
AuthorizationOptional, secret | Optional. "Bearer cc_..." API key from https://www.cleanchart.app/dashboard. Watermark-free output needs an active 24h pass or subscription. Omit for the free tier. |
Details
| Endpoint | https://www.cleanchart.app/api/mcp (Streamable HTTP) |
| First published | 21 Oct 2026 |
| Last updated | 21 Oct 2026 |
| Registry name | app.cleanchart/cleanchart |
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