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120,781 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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    Enables AI agents to query a verified directory of software developers in Solapur, India, including developer profiles, skills, scores, and rankings through structured resources and tools.
    MIT
  • A
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    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
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    A
    quality
    B
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    MCP server for live US software-engineering job search from public ATS boards, with tools to search jobs and list sources.
    2
    MIT
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    Enables AI assistants to explore the OpenAIRE Research Graph and ScholExplorer citation index, discovering citation relationships and retrieving metadata for publications, datasets, and software.
    2
    1
    Apache 2.0
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    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
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    A
    quality
    F
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    Provides access to the endoflife.date API to query support and end-of-life information for thousands of software products. It enables users to retrieve detailed release schedules, lifecycle data, and product categories through natural language.
    7
    83 npm
    MIT
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    Enables discovery of official DHS country, survey, and indicator metadata; retrieval of public aggregate estimates; assessment of comparison risks; and export of auditable CSV, JSON, Excel, or executable notebook bundles.
    7
    MIT
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    An MCP server for accessing and analyzing Apache Software Foundation Incubator podling data from podlings.xml. It provides tools to query podling metadata, generate statistics, and analyze incubation trends over time.
    22
    MIT
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    Provides AI agents with independent UK reviews, rankings, and real pricing for business software, accessible through read-only tools, prompts, and Markdown resources.
    MIT
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    B
    maintenance
    Enables AI agents and grant software to discover current U.S. federal grants without an API key, offering search, official detail, transparent fit scoring, sourced briefs, and deterministic shortlist preflight calls that settle in USDC on Base via x402.
    MIT
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    Enables AI assistants to search, preview, and query Ireland's public-sector open data catalogue, including CSV, Excel, JSON, GeoJSON, and JSON-stat resources. It supports filtering, grouping, counting, summing, and sorting datasets conversationally without manual downloads or cleanup.
    MIT
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    B
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    Enables searching the Internet Archive for texts, audio, video, and software; retrieving detailed metadata for archived items; checking Wayback Machine snapshots for URLs; and listing downloadable files.
    139 npm
    MIT
  • A
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    Enables AI agents to search and retrieve EU research outputs including publications, datasets, software, and funded projects from OpenAIRE.
    315 npm
    MIT
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    Enables AI agents to search CERN's open research data repository and retrieve records, files, and curated communities by DOI or keyword, covering datasets, software, papers, and presentations. Works keyless over HTTP or as a local stdio server, with no account required for initial calls.
    305 npm
    MIT
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    Enables AI assistants to verify citations, check retractions, search papers, format bibliographies, run PRISMA 2020 screening, and find open datasets and research software using open databases.
    MIT
  • A
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    C
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    Enables searching Microsoft Planetary Computer's STAC catalogue by area and date across open satellite and environmental collections, returning item IDs, footprints, dates, cloud cover, and per-band asset URLs.
    334 npm
    MIT
  • F
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    F
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    Read-only MCP server for IFRC GO data, secured with Microsoft Entra ID OAuth/JWT, exposing datasets as MCP tools with rate limiting and PII filtering.
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  • F
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    Enables querying TÜİK (Turkish Statistical Institute) indicators via 92 topics and 400+ indicators, with cached metadata for fast responses and optional live download of real Excel reports through a Playwright-powered ZK Widget API.
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    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
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    A
    quality
    B
    maintenance
    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.
    12
    315 PyPI
    MIT
  • A
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    A
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    Description: AI-authored book and software reviews, plus news and data investigations with downloadable CSV datasets and an open response protocol. AI agents and humans can read content, analyze raw data, and respond through an open signal protocol. 9 tools, no auth.
    9
    MIT
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    Enables local MCP clients to search software names, look up exact identifiers, and retrieve project summaries, packages, and direct dependencies from ecosyste.ms Science, with an optional offline SQLite snapshot for lookup.
    4
    1
    MIT
  • A
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    A
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    Enables AI-native access to the MITRE ATT\&CK framework, allowing LLMs and agents to query techniques, threat groups, software, and generate ATT\&CK Navigator layers for threat intelligence and security workflows.
    65
    120 npm
    5
    Apache 2.0
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    A
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    Enables searching, retrieving, and analyzing South Korean national statistics through the KOSIS OpenAPI, including trend, change-rate, and CAGR calculations. Results can be explored by topic or organization and exported to Excel or CSV.
    7
    MIT
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    62 live, cryptographically signed data tools for AI agents and robots: weather, natural hazards, flights, shipping, space, CVEs, sanctions, software versions, sea ice and more. Every datapoint carries source, licence, timestamp and an Ed25519 signature.
    7 npm
    MIT
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    C
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    Lets an assistant check a personal inventory against EU Safety Gate, German medicine shortage, US vehicle campaign and software end-of-support registers, returning graded matches together with each source's coverage and known blind spots. Read-only, so it can query what is watched, past notices and source status but cannot alter inventory or acknowledge findings.
    17 npm
    MIT
  • A
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    B
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    Enables AI clients to query public US Department of Energy and national-laboratory data — research literature, datasets, software, patents, EIA grid and BPA operations, facilities, Daymet weather, climate models, sensors, and materials structures — through focused stdio servers. Every answer carries a provenance envelope naming the systems read, when they were read, and what the search did not cover.
    1
    Apache 2.0
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    B
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    Enables searching and retrieving software and hardware weaknesses, attack patterns, mitigations, code examples, and reference hierarchies from the MITRE CWE and CAPEC catalogs, including CWE to CAPEC to ATT&CK mappings. Runs over STDIO or Streamable HTTP with no API key required.
    412 npm
    1
    Apache 2.0
  • A
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    Provides read-only access to a live, sourced feed of publicly reported breaches, ransomware claims, exploited CVEs, malicious packages and connectivity drops, each tagged with an honest status. Enables agents to check whether a user's software stack is affected and retrieve plain-text fix runbooks for one-click remediation.
    154
    MIT
  • F
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    Sourced product prices, dated price history, specs and independent-test coverage across 4,764 hardware products and 2,064 software vendors — every figure returned with its source URL and the date it was captured. Unknown values come back as null rather than a guess, so an agent can cite what it surfaces.
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  • F
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    A remote MCP server that lets Claude Code read your local repositories, find Italian SMEs that might need the software you have already built, and rank them with separate opportunity, fit, and evidence indices backed by cited public sources. It also drafts first-contact letters, call scripts, or LinkedIn messages that comply with Italian consent and opt-out rules, and tracks outcomes to refine future scoring.
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