"excel" matching MCP servers:

Enables normalizing arbitrary Excel spreadsheets with varied headers into 19 canonical fields and clean JSON, with optional LLM disambiguation and offline fallback. Exposes MCP tools for use in Claude, Cursor, and Windsurf.

Enables AI agents to read and query Excel files stored in SharePoint and OneDrive for Business, converting permission-matrix spreadsheets into structured JSON for automated QA workflows.

Enables reading and editing Excel workbooks stored on SharePoint, OneDrive or Teams through Microsoft Graph without a browser, with every write starting as a dry run, checked against the version you read, and verified by reading the cells back. Includes device-code sign-in, workbook aliases, range filling, and dependency-free operation on Node 18+.

Parses WeChat order messages, merges follow-up updates, and writes structured orders into a OneDrive Excel workbook through Microsoft Graph.

Enables AI assistants to upload, access, and manipulate Excel files through MCP tools over HTTP, including file listing, downloading, and deletion with optional API-key protection.

MCP server that integrates with OneDrive and Excel Workbooks via Microsoft Graph API for creating and modifying worksheets.

Enables MCP clients to upload tabular datasets and run deterministic Pandas, NumPy, Excel/openpyxl, and automated EDA operations through registered tools.

The Excel to JSON MCP provides a standardized interface for converting Excel and CSV data into JSON format using the Model Context Protocol.

The JSON to Excel MCP provides a standardized interface for converting (1)JSON data (2)URL pointing to JSON files into CSV format

Let AI agents read, check and edit Excel models. Open a workbook or drop in one MCP config. Either way: typed cells, a formula dependency graph, and a verification certificate. Deterministic — no OCR, no model guessing at your numbers.

Enables AI agents to search and read Iranian listed companies’ Codal disclosures, including financial statements, EPS and monthly activity reports as tables, meeting decisions, and PDF/Excel links, plus company and fiscal-year lookups.

Enables AI agents to query official Statistical Centre of Iran data read-only without an API key, covering CPI and inflation breakdowns, unemployment and participation rates, GDP and producer prices, census population by province and county, macro-indicator workbooks, release calendars, and any Excel table from a published release. Results come back as compact JSON with Jalali periods and Persian titles.

50 tools and 400 functions for working with Excel/.xlsx spreadsheets — read/write, recalculate formulas, diff, repair broken references, and audit. Built for AI agents.

A Model Context Protocol (MCP) server for the Atlassian Goals API. Enables AI assistants like Claude to query, search, and update Atlassian Goals and Projects.

An MCP server for college placement cells to analyze student profiles from bulk Excel data, search students, and access evidence-backed skill intelligence from resumes, GitHub, LeetCode, and portfolios. It provides tools for skill gap analysis and profile completeness evaluation.

Enables causal root cause analysis with 56 tools covering causal graph construction, 10 RCA model families plus 3 dedicated PyRCA algorithms (Salesforce PyRCA, BSD-3-Clause), multi-model consensus, and PDF/HTML/Excel/Markdown report generation. Works with Claude, Ollama, Groq, OpenAI, Gemini, LangChain, Cursor — 10 providers.

Provides precise decimal arithmetic and Excel-style rounding for accounting and tax calculations via MCP protocol.

MCP server for rendering, parsing, converting, and editing Office documents (Excel, PowerPoint, Word) from a structured JSON spec, using LibreOffice WASM for conversion and preview.

Wraps the CourtListener API for real-time federal docket monitoring, with pluggable client-list connectors (SharePoint, Excel, webhook) and tools for docket monitoring and client matching via elicitation.

Enables book search and detailed bibliographic queries via the Aladin Open API, including original titles, table of contents, page counts, dimensions, used-book prices, and bestseller lists, with batch collection to Excel/CSV.

A self-hostable MCP server that exposes Roshan AI's Alefba OCR service as tools, enabling document reading, page extraction, status polling, and export to PDF/Word/Excel for Persian, Arabic, and English text.

PDF/DOCX/Excel generation from HTML/Markdown with stationery overlay, ZUGFeRD/XRechnung e-invoicing, digital signing, form filling, and AI receipt OCR with DATEV/SKR03 export.

Minimal FastMCP server that lists worksheet names, IDs, and visibility from a SharePoint Excel workbook via Microsoft Graph.

Automates visitor reservations for the Centerfield building by registering guests via natural language, pasted text, or Excel/CSV files, using MCP-compatible AI agents.

Enables AI agents to bridge Shopify, Odoo, and Asana for e-commerce operations, turning a Shopify order into an Odoo sale order and Asana fulfillment task in a single call, with Excel export support.

Automates Microsoft Excel spreadsheet creation and editing via MCP tools for any MCP-compatible client.

Enables AI agents to list Documentero templates, inspect their field schemas, and generate Word/PDF/Excel documents via the Documentero API.

Converts PDF, Word, PowerPoint, Excel, and HTML documents into Markdown, handling files up to 8 MB in a single call and routing larger or scanned files through an OCR and table-detection queue that returns Markdown plus a JSON structure file. Results arrive either by polling or a signed webhook.

Build surveys, read responses and make reports in SurveyNinja from your AI assistant. Describe a survey in plain words, check it before launch and publish it, then read the responses, get a summary or an AI report and export the results to CSV, Excel, SPSS or PDF. Hosted server, sign in with OAuth or an API key; works on every plan, Free included.

Ad libraries are public but fragmented. Every platform is a silo - different UI, different filters, different quirks. If you want to see what competitors are running, you're either opening four tabs and pasting into Excel, or maintaining scrapers that rot with every layout change. adextract gives AI agents a single MCP endpoint to search, read, and compare ads across Meta, TikTok, LinkedIn, and mo

A read-only MCP server that exposes a configured Google Drive folder to MCP clients, enabling them to list, search, and extract content from various file formats like Excel, CSV, PDF, DOCX, and images.

Turns Google Sheets, CSV, Excel, and Parquet files into durable, queryable data for AI agents. Lets clients securely discover datasets, inspect semantic models, run bounded analytics, and manage approved semantic overlays.

Enables secure interaction with Microsoft SharePoint using certificate-based authentication. Provides 14 tools for managing documents, folders, metadata, and extracting content from various file types including PDF, Word, and Excel.

Enables converting invoice PDFs, scans, and photos into Excel/CSV spreadsheets, checking invoice arithmetic, extracting structured JSON data, and retrieving outputs from previously submitted documents through a hosted MCP service.

Enables AI assistants to analyze CSV, Excel, or text exports from biometric attendance devices, detecting late days, estimated absences, missing punches, and column mappings. It supports multiple device formats and optional shift, weekend, holiday, and regional settings for pre-payroll attendance review.

Enables AI agents to process Excel workbooks through Aspose.Cells Cloud, including converting, creating, merging, splitting, replacing text, and reading workbook properties and worksheets, with bundled storage operations for a complete upload-process-download workflow.

MCP server that generates and edits PowerPoint, Word, and Excel files for OpenWebUI, exposing both MCP and OpenAPI interfaces for document creation and editing.

This server lets users submit natural-language requirements, screenshots, or Excel files and receive grounded asset-matching recommendations, with an agentic loop that judges sufficiency, iteratively corrects its own search, and explicitly reports when no asset can support a request. It supports interactive feedback, multi-turn refinement, and integration through Web, REST, and MCP.

MCP server for 13-week cash flow planning. It generates a survival calendar and identifies the week cash goes negative, with real Excel formulas.

Enables Word document generation from templates using Jinja2 syntax and parsing of DOCX, PDF, and Excel files to extract structured content, metadata, and text.