Best MCP Servers for Spreadsheets & CSV (September 2026)

Nerq found 343 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 anyquery with 1,621 stars and a trust score of 70/100. MCP servers for reading, writing, and analyzing spreadsheet data in Excel, CSV, and Google Sheets.

343 servers in this category | Data from Nerq

Top 20 MCP Servers for Spreadsheets & CSV

#	Name	Stars	Trust	Author	License	Description
1	anyquery	1,621	B 70	julien040	N/A	An AI agent that allows querying of various databases and APIs using SQL and connects LLMs to perfor
2	gsheets-mcp	0	C 70	yogimathius	MIT	MCP server for automating and manipulating Google Sheets.
3	mcp-google-sheets	655	C 69	xing5	N/A	This MCP server integrates with Google Drive and Sheets for spreadsheet management.
4	admetlab-mcp	0	C 68	ToxMCP	Apache-2.0	An MCP server for ADMETlab 3.0 used for washing, ADMET prediction, and CSV retrieval.
5	io.github.Nero-Engine/dataset-cleaner-exporter	0	B- 68	https://github.com/Nero-Engine/dataset-cleaner-exporter-mcp	N/A	Dedupe, flatten and clean messy JSON rows (emails, phones, URLs, HTML) in one call, as JSON or CSV.
6	ai.fgac/fgac	0	B- 68	https://github.com/kyesh/fine_grain_access_control	N/A	Multiple Gmail accounts, editable Google Sheets & Docs for AI agents. Deny-by-default access rules.
7	io.github.Ivansky1/csv-reconcile	0	B- 68	https://github.com/Ivansky1/unlav-data-tools-mcp	N/A	Compare CSV tables by key; report changes and ambiguous rows. 0.05 USDC on Base via x402.
8	io.github.Ivansky1/shopify-csv-catalog-check	0	B- 68	https://github.com/Ivansky1/unlav-shopify-catalog-check-mcp	N/A	Paid Shopify CSV diagnostics for duplicate SKUs, malformed variants, and import risks.
9	io.github.pipeworx-io/nice-guidance	0	B- 68	https://github.com/pipeworx-io/mcp-nice-guidance	N/A	NICE guidance MCP — the National Institute for Health and Care Excellence's
10	taylorwilsdon/google_workspace_mcp	1,468	C 67	taylorwilsdon	N/A	Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - C
11	dream-num/univer	12,436	C 66	Unknown	N/A	Build AI-native spreadsheets. Univer is a full-stack framework for creating and editing spreadsheets
12	io.github.Nero-Engine/website-contact-finder	0	B- 66	https://apify.com/nerolabs/website-contact-finder	N/A	Published emails, phones and social profiles for every website in a list, CSV or Google Sheet.
13	co.rakuda.atlas/atlas	0	B- 66	https://atlas.rakuda.co/developers	N/A	Search Japanese companies, departments and hiring signals; export CSV/XLSX with authentication.
14	com.imnoo/quality-control-plan	0	B- 65	https://github.com/imnoo-team/quality-control-plan-mcp	N/A	Quality control plans from drawing PDFs: auto-extracted tolerances, balloons, Excel + PDF reports.
15	io.github.Narashiman-K/markdown-notes-mcp	0	B- 65	https://github.com/Narashiman-K/Markdown-Notes-MCP	N/A	Convert PDF, Word, Excel, PowerPoint, EPUB and images to Markdown locally, with no upload.
16	Ollama-MCP	0	C 65	ST1er	MIT	Ollama Excel Studio v5.0 is an AI-powered local system for manipulating Excel files with a modern we
17	harumiWeb/exstruct	129	C 64	harumiWeb	N/A	Excel to structured JSON (tables, shapes, charts) for LLM/RAG pipelines
18	Excel-mcp-server	2	C 63	kousunh	MIT	A cross-platform MCP server for real-time and direct Excel file operations.
19	db-mcp	1	C 62	neverinfamous	N/A	SQLite MCP Server for secure and controlled access to specialized tools.
20	mcp-gdrive	262	C 62	isaacphi	N/A	MCP Server for reading from Google Drive and editing Google Sheets

Other MCP Server Categories

Database & SQL GitHub & Git Browser & Web Automation Web Search & RAG File System & Documents API & Workflow Integration Code & Development Tools Slack, Email & Messaging Image Generation & Media Memory & Context Management Security & Authentication Task Automation & Workflows Monitoring & Observability Cloud & Infrastructure Data Analysis & Visualization Finance & Fintech Healthcare & Medical Education & Learning Legal & Compliance Claude Desktop Cursor IDE VS Code & Copilot Docker & Containers Kubernetes & K8s Slack Integration Email & SMTP Notion & Wikis Jira & Issue Tracking Testing & QA Documentation & Docs PDF & Document Processing Vector Databases LLM & Model Serving RAG & Knowledge Retrieval AI Agents & Orchestration Browser Control Terminal & Shell AWS & Amazon Cloud Google Cloud Platform Microsoft Azure Supabase Firebase PostgreSQL MySQL & MariaDB MongoDB Redis & Caching GraphQL REST API WebSocket & Realtime

About MCP Servers for Spreadsheets & CSV

MCP servers for reading, writing, and analyzing spreadsheet data in Excel, CSV, and Google Sheets. Nerq tracks 343 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.

All data is updated regularly. Use the Nerq API or MCP Server for programmatic access.