Best MCP Servers for Spreadsheets & CSV (May 2026)

Nerq found 200 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 dream-num/univer with 12,436 stars and a trust score of 76/100. MCP servers for reading, writing, and analyzing spreadsheet data in Excel, CSV, and Google Sheets.

Last updated: May 04, 2026 | 200 servers in this category | Data from Nerq

Top 20 MCP Servers for Spreadsheets & CSV

#	Name	Stars	Trust	Author	License	Description
1	dream-num/univer	12,436	B+ 76	Unknown	N/A	Build AI-native spreadsheets. Univer is a full-stack framework for creating and editing spreadsheets
2	google-sheets-mcp	3	B 72	D-unn	MIT	A server-side application for automating data management and reporting in Google Sheets.
3	Excel-mcp-server	2	B 72	kousunh	MIT	A cross-platform MCP server for real-time and direct Excel file operations.
4	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
5	sbroenne/mcp-server-excel	37	B 70	sbroenne	N/A	Excel MCP Server & CLI - 23 tools, 214 operations for AI-powered Excel automation via COM API
6	FileDataMcpServer	0	B 70	hedrickbt	N/A	MCP server that works with csv and excel files which treats the files like a database.
7	google-docs-mcp-server	0	C 70	powlite32	N/A	Effortlessly Connect AI to Google Docs for smarter workflows and efficient document management.
8	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.
9	mcp_data_protect	1	C 69	stefanionascu0	N/A	Enterprise-grade Model Context Protocol (MCP) server for secure, local-first LLM integration with pr
10	sparksheets-mcp-python	0	C 68	saikiyusuke	N/A	AI-native collaborative spreadsheet platform using Python wrapper for MCP server.
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.quack2025/talk2data-insightgenius	0	B- 68	https://github.com/quack2025/spss-insightgenius-api	N/A	Survey data analysis: crosstabs with significance, ANOVA, correlation, Excel exports.
13	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.
14	mcp-google-sheets	655	C 67	xing5	N/A	This MCP server integrates with Google Drive and Sheets for spreadsheet management.
15	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.
16	excel-mcp-live	0	C 66	ykarapazar	N/A	An MCP server for Microsoft Excel with OLE automation providing 14 tools.
17	julius-ai-family-accountant	0	C 66	jadenmounteer	N/A	MCP server for processing bank statements and syncing transactions to Google Sheets.
18	com.flatlandfi/flatland	0	B- 66	https://flatlandfi.com	N/A	Financial modeling engine for AI agents. Typed P&Ls, scenario analysis, and Excel export.
19	io.github.dbsectrainer/mcp-data-pipeline-connector	0	B- 65	https://github.com/dbsectrainer/mcp-data-pipeline-connector	N/A	Universal data connector for CSV, Postgres, and REST APIs via DuckDB
20	io.github.dinosaur24/mockhero	0	B- 65	https://github.com/dinosaur24/mockhero	N/A	Generate realistic relational test data. 156 field types, 22 locales, JSON/CSV/SQL.

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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 200 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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