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120,780 servers. Updated
20 Best Spreadsheets MCP Servers: compared and ranked, November 2026Ranked from 967 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
    license
    C
    quality
    C
    maintenance
    Enables conversational data analysis of Excel/CSV files through natural language queries, powered by 395 Excel functions via HyperFormula and multi-provider AI. Supports advanced analytics, bulk operations, financial modeling, and large file processing with intelligent chunking.
    35
    29 npm
    38
    MIT
  • A
    license
    C
    quality
    D
    maintenance
    Enables comprehensive Excel operations and financial calculations including investment analysis, rental property management, expense tracking, and automated financial reporting. Supports creating Excel workbooks with advanced financial formulas, cash flow projections, and tax calculations for accounting and finance workflows.
    100
    5
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    An MCP server for the Microsoft Advertising (Bing Ads) API. Gives an MCP client live read and management access to your Microsoft Advertising accounts — reporting, campaign structure, and full write operations.
    26
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Local MCP server that connects Claude to real Excel .xlsx files for financial and operational analysis. Enables reading, comparing, cleaning, reconciling, and writing to Excel files without cloud dependency.
    1
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables agents to synthesize multi-tab enterprise spreadsheet financial models, detect circular references, compile formula dependency DAGs with functions like SUMIFS/XLOOKUP/CAGR/NPV, and evaluate deterministic preview cell matrices.
    7
    MIT
  • A
    license
    Not graded
    quality
    Not graded
    maintenance
    Enables synthesis of multi-tab financial models with circular-reference detection, formula dependency DAG compilation (SUMIFS, XLOOKUP, CAGR, NPV), and deterministic preview cell matrix evaluation through MCP.
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Provides read-only access to verified French software price benchmarks, including public procurement contracts and private market rates, enabling budget estimates and quote positioning.
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Lets Claude answer currency questions using the European Central Bank's official daily euro reference rates via the Frankfurter API, converting amounts between roughly 30 major currencies, retrieving historical rates for a specific date, and summarizing rate movements over a date range. Every answer cites the exact publication date, and no API key or account is required.
    5
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    Lets coding agents like Claude Code, Cursor, and Codex call MONA Pay directly while developing, so they can create VietQR codes and checkout links, look up incoming transactions, link bank accounts via OTP, and configure or test webhooks (plus email and Zalo notifications) without leaving the editor. It also verifies HMAC-SHA256 webhook signatures offline and generates ready-to-use webhook handler snippets and sandbox transactions for end-to-end payment testing.
    50
    124 npm
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    An MCP server that lets you log and query your own spending through natural conversation with Claude, instead of a spreadsheet or app.
    33 npm
    6
    ISC
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables AI assistants to inspect and extract invoice metadata from PDFs, Word documents, Excel files, and images, then synchronize and enrich the extracted data into an Excel ledger.
    -
  • A
    license
    A
    quality
    D
    maintenance
    Per-unit cost of 13 back-office tasks done by a person vs by software, in the US, Greece and Ukraine, with an official statistic behind every hourly wage. Bundled data, works offline.
    5
    46 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    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.
    5
    293 PyPI
    9
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to convert German PDF invoices into XRechnung 3.0 and ZUGFeRD e-invoices with KoSIT validation and missing-field prompts, and Brazilian bank statement PDFs into OFX, CSV, and Excel after balance validation.
    3
    740 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables retrieving ImagePME economic indicators (TVA and TDFC data) from the Ordre des experts-comptables by driving a real browser to log in, fill the form, and download results as Excel or PDF.
    2
    2
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Unofficial MCP server for Oblio.eu accounting software enabling natural language interaction to create invoices, manage documents, collect payments, query nomenclatures, and submit e-Factura to Romania's SPV system.
    12
    104 npm
    4
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Audits Excel workbooks by tracing cell dependencies and detecting circular references, volatile functions, and other formula risks, enabling natural-language audit queries on local files.
    4
    64 npm
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Converts customer-supplied PDF bank statements into checked Excel, CSV, or JSON with balance validation. Runs locally with your own MainBook API key or against MainBook's hosted endpoint, and it never connects to bank accounts.
    5
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables AI agents to fetch period-based exchange rates from the public Frankfurter API and generate Excel reports with summary and daily-rate sheets via the make_fx_report tool.
    1
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables Claude to answer questions with official Peruvian banking, pension-fund, and insurance statistics, including delinquency, solvency, market share, fees, profitability, and rankings, while citing the bulletin, period, and source spreadsheet for each figure.
    10
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables MCP clients to extract tables and text from digital PDF invoices, bank statements, and bills into CSV, JSON, or Excel, with automatic PII redaction by default.
    2
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Unofficial MCP server for Siigo Colombian electronic invoicing software that enables AI to manage customers, products, invoices, credit notes, and journals through the Siigo API with configurable safety modes.
    19
    1
    MIT
  • A
    license
    A
    quality
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    maintenance
    Enables connecting to Shopify and Meta Ads through MCP tools to retrieve orders, revenue, COGS, and ad-performance metrics, and to generate a combined daily P&L and ad-performance spreadsheet.
    2
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables an AI assistant to query Ukrainian software cash register data—receipts, shifts, X/Z reports, goods, and orders—and, only with explicit write permission, to open or close shifts and create fiscal receipts.
    16
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables accountants and bookkeepers to ask practice-wide questions across every connected client Xero organisation in one read-only view — overdue invoices, payroll shortfalls, client health scores, trending-trouble lists and practice totals such as revenue and average DSO. It also generates ready-to-send Excel month-end packs per client, with every reported figure accompanied by the rule or formula that produced it and no financial data persisted to disk.
    12
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    A production-grade MCP server for a Loan Management System backed by Microsoft Dataverse, exposing read and analytics tools for loan applications.
    12
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    Enables natural language interaction with TallyPrime accounting software via Claude AI, allowing querying reports, creating vouchers, and managing ledgers without manual navigation.
    17
    -
  • A
    license
    A
    quality
    D
    maintenance
    MCP server for deterministic numeric verification and spreadsheet auditing. Enables AI agents to verify math/finance claims, audit rows, and evaluate covenant rules with signed, independently checkable receipts.
    4
    15 PyPI
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to convert, build, validate, and transfer bookkeeping journals between Spanish accounting formats and spreadsheet CSV, including turning Norma 43 bank statements into journal entries.
    11
    450 PyPI
    Business Source 1.1
  • A
    license
    A
    quality
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    maintenance
    Lets Claude search the WRDS catalog, check which datasets and years are available, and run read-only SQL queries or export results to CSV, Parquet, or Excel. Enforces the WRDS AI policy by restricting row-level queries to AI-allowed sources and returning only metadata and counts for other libraries.
    7
    MIT
  • A
    license
    A
    quality
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    maintenance
    Integrates with Firefly III personal finance software to enable natural language management of transactions, accounts, budgets, and categories. Supports recording expenses, checking balances, and organizing financial data through conversational AI.
    23
    12 npm
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Turns invoice details from an MCP client conversation into calculated totals and formatted Excel workbooks in JPY, USD, or EUR, using integer minor-unit arithmetic and grouped tax rounding. Supports mixed tax rates, Excel formulas with cached totals, and A4 print-ready layouts, writing files locally with no network access or API key.
    2
    85 npm
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables an AI assistant to read Portuguese invoices and receipts, file them by tax year, and book them into an Excel or Google Sheets workbook. It works out the boxes of the quarterly IVA return, tracks IRS and Segurança Social totals, and reports what documents are still missing.
    16
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    An open-source MCP server that enables AI agents to read, populate, and manage tax returns in Canadian professional tax software like Taxprep and DT Max through a vendor-neutral concept layer.
    8
    6
    Apache 2.0