Best MCP Servers for Spreadsheets & CSV (August 2026)

Nerq found 270 MCP servers for spreadsheets & csv, ranked below by GitHub stars and weighted compliance score across 52 global AI jurisdictions. The top-ranked MCP server for spreadsheets & csv is Excel-mcp-server with 2 stars and a trust score of 72/100. MCP servers for reading, writing, and analyzing spreadsheet data in Excel, CSV, and Google Sheets.

Last updated: August 01, 2026 | 270 servers in this category | Data from Nerq

Top 20 MCP Servers for Spreadsheets & CSV

#	Name	Stars	Trust	Author	License	Description
1	Excel-mcp-server	2	B 72	kousunh	MIT	A cross-platform MCP server for real-time and direct Excel file operations.
2	anyquery	1,621	B 72	julien040	N/A	An AI agent that allows querying of various databases and APIs using SQL and connects LLMs to perfor
3	OpenDocsWork	154	B 70	https://github.com/aimino-tech/opendocswork-mcp	N/A	High-performance Rust MCP server for reading and writing Excel, Word, and PowerPoint files with sub-
4	dream-num/univer	12,436	B 70	Unknown	N/A	Build AI-native spreadsheets. Univer is a full-stack framework for creating and editing spreadsheets
5	FileDataMcpServer	0	B 70	hedrickbt	N/A	MCP server that works with csv and excel files which treats the files like a database.
6	google-docs-mcp-server	0	C 70	powlite32	N/A	Effortlessly Connect AI to Google Docs for smarter workflows and efficient document management.
7	io.github.pablixnieto2/etld-mcp-server	0	B- 69	https://github.com/pablixnieto2/etld-mcp-server	N/A	Deterministic B2B Data Middleware. Waterfall parsing for CSV, EDI, SEC & Finance. No hallucinations.
8	mcp_data_protect	1	C 69	stefanionascu0	N/A	Enterprise-grade Model Context Protocol (MCP) server for secure, local-first LLM integration with pr
9	sparksheets-mcp-python	0	C 68	saikiyusuke	N/A	AI-native collaborative spreadsheet platform using Python wrapper for MCP server.
10	io.github.Mistakili/toolora-mcp	0	B- 68	https://github.com/Mistakili/toolora	N/A	12 free tools: PDF, OCR, QR codes, audio transcription, URL scraping, Excel, Word. No key needed.
11	io.github.mila-gg/mcp-server	0	B- 68	https://github.com/mila-gg/mcp-server	N/A	Create and manage documents, spreadsheets, and presentations from your AI assistant.
12	io.github.subhatta123/twilize	0	B- 68	https://github.com/subhatta123/twilize	N/A	Generate Tableau .twb/.twbx workbooks: 47 tools for charts, dashboards, rules, CSV pipelines.
13	io.github.benseverndev-oss/goldenflow	0	B- 68	https://github.com/benseverndev-oss/goldenflow	N/A	Standardize, reshape, and normalize messy data — CSV, Excel, Parquet, S3, databases.
14	com.pastesheet/google-sheets	0	B- 68	https://github.com/199ocero/google-sheets-mcp	N/A	Query your Google Sheets as structured JSON: list sheets and tabs, read schemas, filter rows.
15	io.github.Shreyas-Profile/docs-mcp	0	B- 68	https://github.com/globalion/docs-mcp	N/A	Vector RAG store for Word/Excel/PDF/PowerPoint. Break-even pricing, $5 per 5,700 pages.
16	io.github.projecttron/numproof	0	B- 68	https://github.com/projecttron/numproof	N/A	Deterministic signed verification of numeric & financial claims for AI agents & spreadsheets.
17	DuckDB	2	B- 67	https://github.com/dacort/mcplucker	N/A	Provides direct access to DuckDB's analytical capabilities through file loading, table management, s
18	mcp-google-sheets	655	C 67	xing5	N/A	This MCP server integrates with Google Drive and Sheets for spreadsheet management.
19	Data Exploration	529	B- 67	https://github.com/reading-plus-ai/mcp-server-data-exploration	N/A	Explore and visualize CSV datasets with the power of pandas and matplotlib.
20	Google Workspace	35	B- 66	https://github.com/aaronsb/google-workspace-mcp	N/A	Integrates with Google Workspace to provide OAuth2-authenticated access to Sheets and Forms APIs for

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About MCP Servers for Spreadsheets & CSV

MCP servers for reading, writing, and analyzing spreadsheet data in Excel, CSV, and Google Sheets. Nerq tracks 270 MCP servers in the spreadsheets & csv category, each assessed against 52 global AI regulations including the EU AI Act, US state AI laws (California SB53, Colorado SB205), UK AI Bill, and more. Compliance scores are weighted by jurisdiction penalty severity — jurisdictions with higher fines (like the EU AI Act at up to €35M) have more impact on the score than voluntary frameworks.

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