oborchers avatar

Tablestakes

oborchers/tablestakes

If you're wrangling GitBook or Notion exports where tables get collapsed into single-line HTML blobs, this converts them to clean pipe format for LLM reading and writes changes back without corrupting the markup. Exposes list_tables for discovery, read_table for extraction, and surgical operations like update_cells, insert_row, delete_column. All writes require a version hash to prevent stale overwrites. The token savings are real: 91% on table discovery, 39% on HTML reads, 73% on GFM edits compared to using generic file read/write tools. Handles both GitHub Flavored Markdown and GitBook's collapsed HTML with width attributes intact.

GitHub stars
1
tools
10
transport
STDIO
last updated
Mar 24, 2026

Tools

10 tools

Public tool metadata for what this MCP can expose to an agent.

list_tablesScan file, return all tables with metadata + preview

Scan file, return all tables with metadata + preview

No parameter schema in public metadata yet.

read_tableFull table normalized to pipe format + version hash

Full table normalized to pipe format + version hash

No parameter schema in public metadata yet.

update_cellsBatch {row, column, value} patches

Batch {row, column, value} patches

No parameter schema in public metadata yet.

insert_rowInsert row at position (-1 to append)

Insert row at position (-1 to append)

No parameter schema in public metadata yet.

delete_rowRemove row by index

Remove row by index

No parameter schema in public metadata yet.

insert_columnInsert column with default value

Insert column with default value

No parameter schema in public metadata yet.

delete_columnRemove column

Remove column

No parameter schema in public metadata yet.

rename_columnRename header

Rename header

No parameter schema in public metadata yet.

replace_tableFull table replacement from pipe input

Full table replacement from pipe input

No parameter schema in public metadata yet.

create_tableCreate new table from pipe input (default: HTML)

Create new table from pipe input (default: HTML)

No parameter schema in public metadata yet.

Sponsors

Readme

tablestakes

PyPI version Python versions CI License

An MCP server that gives LLMs clean, surgical access to tables trapped in messy HTML.

The Problem

Tools like GitBook, Notion exports, and CMS platforms collapse tables into single-line HTML when syncing to Markdown files. The result looks like this in your editor:

<table><thead><tr><th width="520.11">Requirement</th><th width="122.07">Priority</th><th>Priority 1-2-3</th></tr></thead><tbody><tr><td><strong>1.1</strong> Agent sees only their Salesforce-assigned cases <strong>in the currently selected organization</strong> (case is "assigned" when SF <code>Case.OwnerId</code> matches the agent's linked SF user ID)...</td><td>Must</td><td>1</td></tr></tbody></table>

View the full README on GitHub

Details

Repository
github.com/oborchers/tablestakes
Category
Documents & Knowledge
Package
tablestakes
Transport
STDIO
Registry
MCP registry, active

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