Skip to main content
Glama
116,508 servers. Updated
20 Best Spreadsheets MCP Servers: compared and ranked, November 2026Ranked from 951 matching servers on stars, growth, downloads and maintenance. Updated .

Matching MCP tools:

Matching MCP Connectors:

"How to Read and Write Excel Files" matching MCP servers:

GET /v1/servers – MCP directory API reference
  • A
    license
    A
    quality
    B
    maintenance
    Integrates the Metis FCA Handbook AI Harness into Claude Desktop to analyze FCA Handbook applicability for financial products, services, or firms, returning structured compliance reasoning with verbatim citations.
    1
    104 PyPI
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Deterministic US equity-compensation tax optimizer. Six tools cover ISO/AMT exercise scheduling, NSO sell-vs-hold, RSU vest-and-sell, single-stock concentration, protective put / zero-cost collar pricing, and Section 1202 QSBS qualification. Federal plus 50-state plus DC tax math.
    8
    249 npm
    6
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Metis gives AI agents expert know-how that named reviewers have approved, and only where its recorded conditions match the situation. High-risk situations go to a person. When an agent sees practice depart from procedure, it can send the expert one short question. Every retrieval is recorded on a hash-linked evidence chain.
    10
    42 PyPI
    2
    Apache 2.0
  • A
    license
    A
    quality
    D
    maintenance
    An MCP connector that lets AI agents search and read U.S. case law and statutes from Freecase, providing tools for full-text search and retrieval of legal documents.
    5
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables AI agents to query German federal and state statutes, court decisions, and citation graphs, grounding citations, retrieving provision texts and versions, and understanding coverage limits through read-only tools.
    9
    1
    AGPL 3.0
  • A
    license
    A
    quality
    C
    maintenance
    Enables local SOC 2 compliance work by scanning Infrastructure-as-Code, mapping findings to SOC 2 Trust Services Criteria, explaining risks in plain English, and drafting audit-ready documents without uploading files.
    16
    1
    MIT
  • A
    license
    A
    quality
    F
    maintenance
    Legal document redlining engine that applies AI-generated JSON changes as professional tracked changes with comments in .docx files, producing Word-indistinguishable output.
    6
    1
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables local MCP clients to search and read Peru's official legal information system, including legal norms and jurisprudence, with tools for full-text search, structure mapping, targeted reading, and filters. It provides clean content without storing files, using stdio transport and public session authentication.
    7
    7
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    Read and check European e-invoices (Factur-X, ZUGFeRD, XRechnung, UBL, CII) from an AI assistant: contents in plain text plus an EN 16931 consistency check.
    2
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables MCP clients to search New Zealand legislation, browse point-in-time versions of Acts, Bills, and secondary legislation, and read the text of sections or schedules via the official legislation.govt.nz developer API.
    8
    1
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    A "Virtual DOM" for Microsoft Word enabling AI to safely read, redline, and sanitize DOCX contracts without breaking formatting.
    11
    170
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    MCP server for TracePass — the EU Digital Product Passport platform. Create products, build and audit DPPs, set economic-operator parties, and read/capture GS1 EPCIS 2.0 supply-chain events.
    8
    1,348 npm
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables law firms and legal professionals to turn Arabic and English contract files into structured, citable context, with clause segmentation, date conversion across Hijri and Gregorian calendars, party extraction, and anchor-based verification, all without API keys or network calls.
    6
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables an AI assistant to determine which inspections a Swedish residential or commercial building must or should have—covering OVK ventilation, energy declaration, lift, radon, legionella and fire safety—including how often, the legal basis, who may perform them, and what is overdue from supplied last-done dates. Read-only with no account or API key required, and answers available in English, Swedish or Spanish.
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    A read-only MCP server providing access to national legislation from 37 jurisdictions via the legalize-dev corpus, with tools for searching, retrieving laws, and browsing reform history.
    5
    152 PyPI
    Apache 2.0
  • A
    license
    A
    quality
    A
    maintenance
    Enables AI agents to search roughly 168,000 Iranian laws, regulations, court votes and legal opinions by title or full text, read a law or a single article, and trace amendments, article history and citing documents. Read-only, no authentication, with results returned as compact JSON from Claude, Cursor or Copilot.
    7
    98 PyPI
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables MCP-compatible AI agents to run structured searches over India's court judgments, tribunal matters, and legislation directly from Hugging Face parquet files, with automatic license attribution.
    8
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    Enables searching and reading the US Code of Federal Regulations through tools that return excerpts, full text, legal citations, and linked source URLs, with read-only, stateless access.
    3
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables AI clients to automate Spanish energy efficiency certificates by ingesting cadastral, BIM, and field data, applying CTE DB-HE climate and envelope calculations, and producing CE3X project files, official XML records, and homologated PDF certificates.
    2
    27
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to validate a Japanese qualified invoice against the six required items, reduced-rate markings, per-rate totals, and once-per-invoice-per-rate tax rounding, while flagging the common line-by-line rounding mistake, and to normalize and verify T + 13-digit registration numbers. Read-only tools also compute expected consumption tax for a given amount, rate, price basis, and rounding method.
    3
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables AI assistants to search, read, and cite Title 38 of the Code of Federal Regulations from a locally built SQLite full-text index, using read-only tools for ranked regulation search, full section retrieval, hierarchy browsing, part listing, and index freshness/health checks. All queries run offline against the local index, returning ranked hits with citations, snippets, cross-references, and staleness notices.
    9
    344 npm
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Detect and redact PII, PHI, PCI and secrets — SSNs, credit cards, passports, API keys and cloud credentials — in text and in local files, using the Strac DLP API. Five tools: redact_text, detect_sensitive_data, detect_file, redact_file and detokenize.
    5
    16 PyPI
    8
    MIT