# Data and analytics for agents

https://mcpshortlist.com/data-and-analytics

## Facts, sources and dates

Unknown values are null, never no or zero.

```json
{
  "example": false,
  "read_on": "2026-10-11",
  "category": {
    "id": "data-and-analytics",
    "label": "Data and analytics",
    "what": "Software for storing data, measuring and finding facts.",
    "url": "https://mcpshortlist.com/data-and-analytics",
    "software": 218,
    "not_sorted_yet": [
      {
        "id": "addepar",
        "name": "Addepar MCP",
        "url": "https://mcpshortlist.com/software/addepar"
      },
      {
        "id": "aditus-evo",
        "name": "ADITUS Evo",
        "url": "https://mcpshortlist.com/software/aditus-evo"
      },
      {
        "id": "adobe-cja",
        "name": "Adobe Customer Journey Analytics",
        "url": "https://mcpshortlist.com/software/adobe-cja"
      },
      {
        "id": "adspirer-search-ads",
        "name": "Adspirer Search Ads",
        "url": "https://mcpshortlist.com/software/adspirer-search-ads"
      },
      {
        "id": "adwhispr-ads",
        "name": "AdWhispr Ads",
        "url": "https://mcpshortlist.com/software/adwhispr-ads"
      },
      {
        "id": "agri-mcp-tcit-cl",
        "name": "agri-mcp.tcit.cl",
        "url": "https://mcpshortlist.com/software/agri-mcp-tcit-cl"
      },
      {
        "id": "ahrefs",
        "name": "Ahrefs",
        "url": "https://mcpshortlist.com/software/ahrefs"
      },
      {
        "id": "airops",
        "name": "AirOps",
        "url": "https://mcpshortlist.com/software/airops"
      },
      {
        "id": "airtable",
        "name": "Airtable",
        "url": "https://mcpshortlist.com/software/airtable"
      },
      {
        "id": "aleph",
        "name": "Aleph",
        "url": "https://mcpshortlist.com/software/aleph"
      },
      {
        "id": "alpha-vantage",
        "name": "Alpha Vantage MCP Server",
        "url": "https://mcpshortlist.com/software/alpha-vantage"
      },
      {
        "id": "alphaxiv",
        "name": "alphaXiv",
        "url": "https://mcpshortlist.com/software/alphaxiv"
      },
      {
        "id": "alpic",
        "name": "Alpic",
        "url": "https://mcpshortlist.com/software/alpic"
      },
      {
        "id": "amazon-selling-partner",
        "name": "Amazon Selling Partner",
        "url": "https://mcpshortlist.com/software/amazon-selling-partner"
      },
      {
        "id": "angellist",
        "name": "AngelList",
        "url": "https://mcpshortlist.com/software/angellist"
      },
      {
        "id": "economic-index",
        "name": "Anthropic Economic Index",
        "url": "https://mcpshortlist.com/software/economic-index"
      },
      {
        "id": "anythingmcp",
        "name": "AnythingMCP",
        "url": "https://mcpshortlist.com/software/anythingmcp"
      },
      {
        "id": "apollo",
        "name": "Apollo.io",
        "url": "https://mcpshortlist.com/software/apollo"
      },
      {
        "id": "athenahq",
        "name": "AthenaHQ",
        "url": "https://mcpshortlist.com/software/athenahq"
      },
      {
        "id": "atlasfindings",
        "name": "atlasFindings",
        "url": "https://mcpshortlist.com/software/atlasfindings"
      },
      {
        "id": "august-digital-twins",
        "name": "august",
        "url": "https://mcpshortlist.com/software/august-digital-twins"
      },
      {
        "id": "aura",
        "name": "Aura",
        "url": "https://mcpshortlist.com/software/aura"
      },
      {
        "id": "autosheet",
        "name": "Autosheet",
        "url": "https://mcpshortlist.com/software/autosheet"
      },
      {
        "id": "aws-mcp",
        "name": "AWS MCP",
        "url": "https://mcpshortlist.com/software/aws-mcp"
      },
      {
        "id": "bamboohr",
        "name": "BambooHR",
        "url": "https://mcpshortlist.com/software/bamboohr"
      },
      {
        "id": "beehiiv",
        "name": "beehiiv",
        "url": "https://mcpshortlist.com/software/beehiiv"
      },
      {
        "id": "bigdata",
        "name": "Bigdata.com",
        "url": "https://mcpshortlist.com/software/bigdata"
      },
      {
        "id": "bitly",
        "name": "Bitly",
        "url": "https://mcpshortlist.com/software/bitly"
      },
      {
        "id": "black-diamond",
        "name": "Black Diamond",
        "url": "https://mcpshortlist.com/software/black-diamond"
      },
      {
        "id": "blackbaud",
        "name": "Blackbaud",
        "url": "https://mcpshortlist.com/software/blackbaud"
      },
      {
        "id": "blackrock-advisor-center",
        "name": "BlackRock Advisor Center",
        "url": "https://mcpshortlist.com/software/blackrock-advisor-center"
      },
      {
        "id": "blaze-sql",
        "name": "Blaze SQL",
        "url": "https://mcpshortlist.com/software/blaze-sql"
      },
      {
        "id": "bloomberg-law",
        "name": "Bloomberg Law",
        "url": "https://mcpshortlist.com/software/bloomberg-law"
      },
      {
        "id": "box",
        "name": "Box",
        "url": "https://mcpshortlist.com/software/box"
      },
      {
        "id": "cdata-connect-ai",
        "name": "CData Connect AI",
        "url": "https://mcpshortlist.com/software/cdata-connect-ai"
      },
      {
        "id": "chartmogul",
        "name": "ChartMogul",
        "url": "https://mcpshortlist.com/software/chartmogul"
      },
      {
        "id": "chatbase",
        "name": "Chatbase",
        "url": "https://mcpshortlist.com/software/chatbase"
      },
      {
        "id": "clarivate-compumark",
        "name": "Clarivate IPOne CompuMark Trademarks",
        "url": "https://mcpshortlist.com/software/clarivate-compumark"
      },
      {
        "id": "clay",
        "name": "Clay",
        "url": "https://mcpshortlist.com/software/clay"
      },
      {
        "id": "clearstreet",
        "name": "Clear Street",
        "url": "https://mcpshortlist.com/software/clearstreet"
      },
      {
        "id": "clickhouse",
        "name": "ClickHouse",
        "url": "https://mcpshortlist.com/software/clickhouse"
      },
      {
        "id": "cloudbees-unify-mcp-server",
        "name": "CloudBees Unify MCP Server",
        "url": "https://mcpshortlist.com/software/cloudbees-unify-mcp-server"
      },
      {
        "id": "cloudinary",
        "name": "Cloudinary",
        "url": "https://mcpshortlist.com/software/cloudinary"
      },
      {
        "id": "coinversa-pulse",
        "name": "Coinversa Pulse",
        "url": "https://mcpshortlist.com/software/coinversa-pulse"
      },
      {
        "id": "conductor",
        "name": "Conductor",
        "url": "https://mcpshortlist.com/software/conductor"
      },
      {
        "id": "consensus",
        "name": "Consensus",
        "url": "https://mcpshortlist.com/software/consensus"
      },
      {
        "id": "contentsquare",
        "name": "Contentsquare",
        "url": "https://mcpshortlist.com/software/contentsquare"
      },
      {
        "id": "contract-factory-siren",
        "name": "Contract-Factory — Sociétés & SIREN",
        "url": "https://mcpshortlist.com/software/contract-factory-siren"
      },
      {
        "id": "coralogix",
        "name": "Coralogix",
        "url": "https://mcpshortlist.com/software/coralogix"
      },
      {
        "id": "corraldata",
        "name": "CorralData",
        "url": "https://mcpshortlist.com/software/corraldata"
      },
      {
        "id": "cotality-mcp-server",
        "name": "Cotality",
        "url": "https://mcpshortlist.com/software/cotality-mcp-server"
      },
      {
        "id": "craft-io",
        "name": "Craft.io",
        "url": "https://mcpshortlist.com/software/craft-io"
      },
      {
        "id": "crunchbase-mcp",
        "name": "Crunchbase MCP",
        "url": "https://mcpshortlist.com/software/crunchbase-mcp"
      },
      {
        "id": "crustdata",
        "name": "Crustdata",
        "url": "https://mcpshortlist.com/software/crustdata"
      },
      {
        "id": "customer-io",
        "name": "Customer.io",
        "url": "https://mcpshortlist.com/software/customer-io"
      },
      {
        "id": "db-fa-mcp",
        "name": "D&B Finance Analytics",
        "url": "https://mcpshortlist.com/software/db-fa-mcp"
      },
      {
        "id": "dagster-mcp",
        "name": "Dagster+ MCP",
        "url": "https://mcpshortlist.com/software/dagster-mcp"
      },
      {
        "id": "databricks",
        "name": "Databricks Genie",
        "url": "https://mcpshortlist.com/software/databricks"
      },
      {
        "id": "datagrail",
        "name": "DataGrail",
        "url": "https://mcpshortlist.com/software/datagrail"
      },
      {
        "id": "datahub",
        "name": "DataHub",
        "url": "https://mcpshortlist.com/software/datahub"
      },
      {
        "id": "datarails-financeos",
        "name": "Datarails FinanceOS",
        "url": "https://mcpshortlist.com/software/datarails-financeos"
      },
      {
        "id": "dbt",
        "name": "dbt",
        "url": "https://mcpshortlist.com/software/dbt"
      },
      {
        "id": "devrev",
        "name": "DevRev",
        "url": "https://mcpshortlist.com/software/devrev"
      },
      {
        "id": "dremio-cloud",
        "name": "Dremio Cloud",
        "url": "https://mcpshortlist.com/software/dremio-cloud"
      },
      {
        "id": "duvo-mcp",
        "name": "Duvo",
        "url": "https://mcpshortlist.com/software/duvo-mcp"
      },
      {
        "id": "elastic-cloud-serverless",
        "name": "Elastic Cloud Serverless",
        "url": "https://mcpshortlist.com/software/elastic-cloud-serverless"
      },
      {
        "id": "energy-aspects",
        "name": "Energy Aspects",
        "url": "https://mcpshortlist.com/software/energy-aspects"
      },
      {
        "id": "enterpret-wisdom",
        "name": "Enterpret",
        "url": "https://mcpshortlist.com/software/enterpret-wisdom"
      },
      {
        "id": "etherscan",
        "name": "Etherscan",
        "url": "https://mcpshortlist.com/software/etherscan"
      },
      {
        "id": "eulerian-marketing-platform",
        "name": "Eulerian Marketing Platform",
        "url": "https://mcpshortlist.com/software/eulerian-marketing-platform"
      },
      {
        "id": "felt-maps",
        "name": "Felt Maps",
        "url": "https://mcpshortlist.com/software/felt-maps"
      },
      {
        "id": "fibery",
        "name": "Fibery",
        "url": "https://mcpshortlist.com/software/fibery"
      },
      {
        "id": "files-com",
        "name": "Files.com",
        "url": "https://mcpshortlist.com/software/files-com"
      },
      {
        "id": "financial-datasets",
        "name": "Financial Datasets",
        "url": "https://mcpshortlist.com/software/financial-datasets"
      },
      {
        "id": "firecrawl",
        "name": "Firecrawl",
        "url": "https://mcpshortlist.com/software/firecrawl"
      },
      {
        "id": "flexport",
        "name": "Flexport",
        "url": "https://mcpshortlist.com/software/flexport"
      },
      {
        "id": "fullstory",
        "name": "Fullstory",
        "url": "https://mcpshortlist.com/software/fullstory"
      },
      {
        "id": "funnel",
        "name": "Funnel",
        "url": "https://mcpshortlist.com/software/funnel"
      },
      {
        "id": "gainsight-customer-communities",
        "name": "Gainsight (Customer Communities)",
        "url": "https://mcpshortlist.com/software/gainsight-customer-communities"
      },
      {
        "id": "gem",
        "name": "Gem",
        "url": "https://mcpshortlist.com/software/gem"
      },
      {
        "id": "gemini-mcp",
        "name": "Gemini",
        "url": "https://mcpshortlist.com/software/gemini-mcp"
      },
      {
        "id": "giscloud",
        "name": "GIS Cloud",
        "url": "https://mcpshortlist.com/software/giscloud"
      },
      {
        "id": "glg",
        "name": "GLG",
        "url": "https://mcpshortlist.com/software/glg"
      },
      {
        "id": "bigquery",
        "name": "Google Cloud BigQuery",
        "url": "https://mcpshortlist.com/software/bigquery"
      },
      {
        "id": "google-drive",
        "name": "Google Drive",
        "url": "https://mcpshortlist.com/software/google-drive"
      },
      {
        "id": "grafana-cloud",
        "name": "Grafana Cloud",
        "url": "https://mcpshortlist.com/software/grafana-cloud"
      },
      {
        "id": "haloo-trademark-clearance",
        "name": "Haloo Trademark Clearance",
        "url": "https://mcpshortlist.com/software/haloo-trademark-clearance"
      },
      {
        "id": "hanover-park",
        "name": "Hanover Park",
        "url": "https://mcpshortlist.com/software/hanover-park"
      },
      {
        "id": "have-i-been-pwned",
        "name": "Have I Been Pwned",
        "url": "https://mcpshortlist.com/software/have-i-been-pwned"
      },
      {
        "id": "helium-10",
        "name": "Helium 10",
        "url": "https://mcpshortlist.com/software/helium-10"
      },
      {
        "id": "honeycomb",
        "name": "Honeycomb",
        "url": "https://mcpshortlist.com/software/honeycomb"
      },
      {
        "id": "idealista",
        "name": "idealista",
        "url": "https://mcpshortlist.com/software/idealista"
      },
      {
        "id": "infinitewatch-mcp",
        "name": "InfiniteWatch MCP",
        "url": "https://mcpshortlist.com/software/infinitewatch-mcp"
      },
      {
        "id": "informatica-catalog-discovery",
        "name": "Informatica Catalog Discovery",
        "url": "https://mcpshortlist.com/software/informatica-catalog-discovery"
      },
      {
        "id": "informatica-data-exploration",
        "name": "Informatica Data Exploration",
        "url": "https://mcpshortlist.com/software/informatica-data-exploration"
      },
      {
        "id": "quickbooks",
        "name": "Intuit QuickBooks",
        "url": "https://mcpshortlist.com/software/quickbooks"
      },
      {
        "id": "jedify",
        "name": "Jedify",
        "url": "https://mcpshortlist.com/software/jedify"
      },
      {
        "id": "jentic",
        "name": "Jentic",
        "url": "https://mcpshortlist.com/software/jentic"
      },
      {
        "id": "jotform",
        "name": "Jotform",
        "url": "https://mcpshortlist.com/software/jotform"
      },
      {
        "id": "jupiterone",
        "name": "JupiterOne",
        "url": "https://mcpshortlist.com/software/jupiterone"
      },
      {
        "id": "juro",
        "name": "Juro contracts",
        "url": "https://mcpshortlist.com/software/juro"
      },
      {
        "id": "kajabi",
        "name": "Kajabi",
        "url": "https://mcpshortlist.com/software/kajabi"
      },
      {
        "id": "keel",
        "name": "Keel",
        "url": "https://mcpshortlist.com/software/keel"
      },
      {
        "id": "kit-mcp",
        "name": "Kit",
        "url": "https://mcpshortlist.com/software/kit-mcp"
      },
      {
        "id": "klaviyo",
        "name": "Klaviyo",
        "url": "https://mcpshortlist.com/software/klaviyo"
      },
      {
        "id": "kpler",
        "name": "Kpler",
        "url": "https://mcpshortlist.com/software/kpler"
      },
      {
        "id": "leadfeeder",
        "name": "Leadfeeder",
        "url": "https://mcpshortlist.com/software/leadfeeder"
      },
      {
        "id": "livestorm",
        "name": "Livestorm",
        "url": "https://mcpshortlist.com/software/livestorm"
      },
      {
        "id": "llamaparse",
        "name": "LlamaParse",
        "url": "https://mcpshortlist.com/software/llamaparse"
      },
      {
        "id": "lunarcrush",
        "name": "LunarCrush",
        "url": "https://mcpshortlist.com/software/lunarcrush"
      },
      {
        "id": "maryland-compass",
        "name": "Maryland Community Compass",
        "url": "https://mcpshortlist.com/software/maryland-compass"
      },
      {
        "id": "maven-bio",
        "name": "Maven Bio",
        "url": "https://mcpshortlist.com/software/maven-bio"
      },
      {
        "id": "medidata",
        "name": "Medidata",
        "url": "https://mcpshortlist.com/software/medidata"
      },
      {
        "id": "meko",
        "name": "Meko",
        "url": "https://mcpshortlist.com/software/meko"
      },
      {
        "id": "meltwater",
        "name": "Meltwater",
        "url": "https://mcpshortlist.com/software/meltwater"
      },
      {
        "id": "menti",
        "name": "Menti",
        "url": "https://mcpshortlist.com/software/menti"
      },
      {
        "id": "meridian-ai",
        "name": "Meridian AI",
        "url": "https://mcpshortlist.com/software/meridian-ai"
      },
      {
        "id": "meridian-connector-for-quickbooks",
        "name": "Meridian Connector for QuickBooks",
        "url": "https://mcpshortlist.com/software/meridian-connector-for-quickbooks"
      },
      {
        "id": "metabase",
        "name": "Metabase",
        "url": "https://mcpshortlist.com/software/metabase"
      },
      {
        "id": "metricool-social-media-management",
        "name": "Metricool Social Media Management",
        "url": "https://mcpshortlist.com/software/metricool-social-media-management"
      },
      {
        "id": "dataverse",
        "name": "Microsoft Dataverse",
        "url": "https://mcpshortlist.com/software/dataverse"
      },
      {
        "id": "mixpanel",
        "name": "Mixpanel",
        "url": "https://mcpshortlist.com/software/mixpanel"
      },
      {
        "id": "pocket-capture",
        "name": "Mojo — Pocket Capture",
        "url": "https://mcpshortlist.com/software/pocket-capture"
      },
      {
        "id": "mongodb-atlas",
        "name": "MongoDB Atlas",
        "url": "https://mcpshortlist.com/software/mongodb-atlas"
      },
      {
        "id": "monte-carlo",
        "name": "Monte Carlo",
        "url": "https://mcpshortlist.com/software/monte-carlo"
      },
      {
        "id": "morning-consult",
        "name": "Morning Consult",
        "url": "https://mcpshortlist.com/software/morning-consult"
      },
      {
        "id": "morningstar-credit-analytics",
        "name": "Morningstar Credit Analytics",
        "url": "https://mcpshortlist.com/software/morningstar-credit-analytics"
      },
      {
        "id": "mospi",
        "name": "MoSPI",
        "url": "https://mcpshortlist.com/software/mospi"
      },
      {
        "id": "motherduck",
        "name": "MotherDuck",
        "url": "https://mcpshortlist.com/software/motherduck"
      },
      {
        "id": "motion",
        "name": "Motion Creative Analytics",
        "url": "https://mcpshortlist.com/software/motion"
      },
      {
        "id": "mulesoft",
        "name": "MuleSoft",
        "url": "https://mcpshortlist.com/software/mulesoft"
      },
      {
        "id": "neon",
        "name": "Neon",
        "url": "https://mcpshortlist.com/software/neon"
      },
      {
        "id": "oracle-netsuite",
        "name": "NetSuite",
        "url": "https://mcpshortlist.com/software/oracle-netsuite"
      },
      {
        "id": "nimble",
        "name": "Nimble",
        "url": "https://mcpshortlist.com/software/nimble"
      },
      {
        "id": "ninout",
        "name": "Ninout",
        "url": "https://mcpshortlist.com/software/ninout"
      },
      {
        "id": "nutshell-crm",
        "name": "Nutshell CRM",
        "url": "https://mcpshortlist.com/software/nutshell-crm"
      },
      {
        "id": "omni-analytics",
        "name": "Omni Analytics",
        "url": "https://mcpshortlist.com/software/omni-analytics"
      },
      {
        "id": "onesignal",
        "name": "OneSignal",
        "url": "https://mcpshortlist.com/software/onesignal"
      },
      {
        "id": "open-targets",
        "name": "Open Targets",
        "url": "https://mcpshortlist.com/software/open-targets"
      },
      {
        "id": "openrush",
        "name": "OpenRush",
        "url": "https://mcpshortlist.com/software/openrush"
      },
      {
        "id": "origin",
        "name": "Origin",
        "url": "https://mcpshortlist.com/software/origin"
      },
      {
        "id": "orion",
        "name": "Orion by Gravity",
        "url": "https://mcpshortlist.com/software/orion"
      },
      {
        "id": "oxford-economics",
        "name": "Oxford Economics",
        "url": "https://mcpshortlist.com/software/oxford-economics"
      },
      {
        "id": "paperoffice",
        "name": "PaperOffice",
        "url": "https://mcpshortlist.com/software/paperoffice"
      },
      {
        "id": "peec-ai",
        "name": "Peec AI",
        "url": "https://mcpshortlist.com/software/peec-ai"
      },
      {
        "id": "pendo",
        "name": "Pendo",
        "url": "https://mcpshortlist.com/software/pendo"
      },
      {
        "id": "perspective-ai",
        "name": "Perspective AI",
        "url": "https://mcpshortlist.com/software/perspective-ai"
      },
      {
        "id": "phoenix",
        "name": "Phoenix by HG Insights",
        "url": "https://mcpshortlist.com/software/phoenix"
      },
      {
        "id": "pigment",
        "name": "Pigment",
        "url": "https://mcpshortlist.com/software/pigment"
      },
      {
        "id": "pipedrive-mcp",
        "name": "Pipedrive",
        "url": "https://mcpshortlist.com/software/pipedrive-mcp"
      },
      {
        "id": "plotly-cloud",
        "name": "Plotly Cloud",
        "url": "https://mcpshortlist.com/software/plotly-cloud"
      },
      {
        "id": "pocketsmith-complete-access",
        "name": "PocketSmith Complete Access",
        "url": "https://mcpshortlist.com/software/pocketsmith-complete-access"
      },
      {
        "id": "pointone",
        "name": "PointOne",
        "url": "https://mcpshortlist.com/software/pointone"
      },
      {
        "id": "polar-analytics",
        "name": "Polar Analytics",
        "url": "https://mcpshortlist.com/software/polar-analytics"
      },
      {
        "id": "prefect",
        "name": "Prefect",
        "url": "https://mcpshortlist.com/software/prefect"
      },
      {
        "id": "productised",
        "name": "Productised",
        "url": "https://mcpshortlist.com/software/productised"
      },
      {
        "id": "productive-io",
        "name": "Productive",
        "url": "https://mcpshortlist.com/software/productive-io"
      },
      {
        "id": "reco",
        "name": "Reco",
        "url": "https://mcpshortlist.com/software/reco"
      },
      {
        "id": "remesh",
        "name": "Remesh",
        "url": "https://mcpshortlist.com/software/remesh"
      },
      {
        "id": "resend",
        "name": "Resend",
        "url": "https://mcpshortlist.com/software/resend"
      },
      {
        "id": "revealed",
        "name": "Revealed",
        "url": "https://mcpshortlist.com/software/revealed"
      },
      {
        "id": "rockhopper",
        "name": "Rockhopper",
        "url": "https://mcpshortlist.com/software/rockhopper"
      },
      {
        "id": "salesflare",
        "name": "Salesflare",
        "url": "https://mcpshortlist.com/software/salesflare"
      },
      {
        "id": "salesforce-headless-360",
        "name": "Salesforce - Beta",
        "url": "https://mcpshortlist.com/software/salesforce-headless-360"
      },
      {
        "id": "savri",
        "name": "Savri",
        "url": "https://mcpshortlist.com/software/savri"
      },
      {
        "id": "seamless",
        "name": "Seamless",
        "url": "https://mcpshortlist.com/software/seamless"
      },
      {
        "id": "semrush",
        "name": "Semrush",
        "url": "https://mcpshortlist.com/software/semrush"
      },
      {
        "id": "send",
        "name": "Send",
        "url": "https://mcpshortlist.com/software/send"
      },
      {
        "id": "servicenow",
        "name": "ServiceNow",
        "url": "https://mcpshortlist.com/software/servicenow"
      },
      {
        "id": "sigma",
        "name": "Sigma",
        "url": "https://mcpshortlist.com/software/sigma"
      },
      {
        "id": "snowflake",
        "name": "Snowflake",
        "url": "https://mcpshortlist.com/software/snowflake"
      },
      {
        "id": "spara",
        "name": "Spara",
        "url": "https://mcpshortlist.com/software/spara"
      },
      {
        "id": "starburst",
        "name": "Starburst",
        "url": "https://mcpshortlist.com/software/starburst"
      },
      {
        "id": "stub",
        "name": "stub",
        "url": "https://mcpshortlist.com/software/stub"
      },
      {
        "id": "subtext",
        "name": "Subtext",
        "url": "https://mcpshortlist.com/software/subtext"
      },
      {
        "id": "supabase",
        "name": "Supabase",
        "url": "https://mcpshortlist.com/software/supabase"
      },
      {
        "id": "superbooks",
        "name": "SuperBooks",
        "url": "https://mcpshortlist.com/software/superbooks"
      },
      {
        "id": "supermetrics",
        "name": "Supermetrics Marketing Analytics",
        "url": "https://mcpshortlist.com/software/supermetrics"
      },
      {
        "id": "synthflow",
        "name": "Synthflow",
        "url": "https://mcpshortlist.com/software/synthflow"
      },
      {
        "id": "tally",
        "name": "Tally",
        "url": "https://mcpshortlist.com/software/tally"
      },
      {
        "id": "tango",
        "name": "Tango",
        "url": "https://mcpshortlist.com/software/tango"
      },
      {
        "id": "tavily",
        "name": "Tavily",
        "url": "https://mcpshortlist.com/software/tavily"
      },
      {
        "id": "terminal49",
        "name": "Terminal49",
        "url": "https://mcpshortlist.com/software/terminal49"
      },
      {
        "id": "texttoquant",
        "name": "TEXT TO QUANT",
        "url": "https://mcpshortlist.com/software/texttoquant"
      },
      {
        "id": "the-economist-graphs",
        "name": "The Economist - Graphs",
        "url": "https://mcpshortlist.com/software/the-economist-graphs"
      },
      {
        "id": "thoughtspot-spotter",
        "name": "ThoughtSpot Spotter",
        "url": "https://mcpshortlist.com/software/thoughtspot-spotter"
      },
      {
        "id": "tinyfish",
        "name": "TinyFish",
        "url": "https://mcpshortlist.com/software/tinyfish"
      },
      {
        "id": "tomtom-maps",
        "name": "TomTom Maps",
        "url": "https://mcpshortlist.com/software/tomtom-maps"
      },
      {
        "id": "trellis",
        "name": "Trellis",
        "url": "https://mcpshortlist.com/software/trellis"
      },
      {
        "id": "trussi-ai",
        "name": "Trussi AI",
        "url": "https://mcpshortlist.com/software/trussi-ai"
      },
      {
        "id": "twelvedata",
        "name": "Twelve Data",
        "url": "https://mcpshortlist.com/software/twelvedata"
      },
      {
        "id": "typefully",
        "name": "Typefully - Social Media Scheduler",
        "url": "https://mcpshortlist.com/software/typefully"
      },
      {
        "id": "ubersuggest-by-neil-patel",
        "name": "Ubersuggest",
        "url": "https://mcpshortlist.com/software/ubersuggest-by-neil-patel"
      },
      {
        "id": "unstructured-transform",
        "name": "Unstructured Transform",
        "url": "https://mcpshortlist.com/software/unstructured-transform"
      },
      {
        "id": "unwrap",
        "name": "Unwrap",
        "url": "https://mcpshortlist.com/software/unwrap"
      },
      {
        "id": "usafacts-connector",
        "name": "USAFacts Government Data Connector",
        "url": "https://mcpshortlist.com/software/usafacts-connector"
      },
      {
        "id": "vaisala-xweather",
        "name": "Vaisala Xweather",
        "url": "https://mcpshortlist.com/software/vaisala-xweather"
      },
      {
        "id": "vanta",
        "name": "Vanta",
        "url": "https://mcpshortlist.com/software/vanta"
      },
      {
        "id": "vianexus-vast",
        "name": "viaNexus vAST",
        "url": "https://mcpshortlist.com/software/vianexus-vast"
      },
      {
        "id": "vibeprospecting",
        "name": "Vibe Prospecting",
        "url": "https://mcpshortlist.com/software/vibeprospecting"
      },
      {
        "id": "viberate",
        "name": "Viberate music data",
        "url": "https://mcpshortlist.com/software/viberate"
      },
      {
        "id": "vidiq",
        "name": "vidIQ",
        "url": "https://mcpshortlist.com/software/vidiq"
      },
      {
        "id": "visier",
        "name": "Visier",
        "url": "https://mcpshortlist.com/software/visier"
      },
      {
        "id": "voluum",
        "name": "Voluum",
        "url": "https://mcpshortlist.com/software/voluum"
      },
      {
        "id": "wealth-com",
        "name": "Wealth.com",
        "url": "https://mcpshortlist.com/software/wealth-com"
      },
      {
        "id": "webmcp-evaluator",
        "name": "WebMCP Evaluator",
        "url": "https://mcpshortlist.com/software/webmcp-evaluator"
      },
      {
        "id": "windmill-hr",
        "name": "Windmill HR",
        "url": "https://mcpshortlist.com/software/windmill-hr"
      },
      {
        "id": "windsor-ai",
        "name": "Windsor.ai",
        "url": "https://mcpshortlist.com/software/windsor-ai"
      },
      {
        "id": "wingify",
        "name": "Wingify",
        "url": "https://mcpshortlist.com/software/wingify"
      },
      {
        "id": "wisdom",
        "name": "WisdomAI",
        "url": "https://mcpshortlist.com/software/wisdom"
      },
      {
        "id": "wolfram",
        "name": "Wolfram",
        "url": "https://mcpshortlist.com/software/wolfram"
      },
      {
        "id": "workos",
        "name": "WorkOS",
        "url": "https://mcpshortlist.com/software/workos"
      },
      {
        "id": "yardi-matrix",
        "name": "Yardi Matrix",
        "url": "https://mcpshortlist.com/software/yardi-matrix"
      },
      {
        "id": "zacks-data",
        "name": "Zacks Data",
        "url": "https://mcpshortlist.com/software/zacks-data"
      },
      {
        "id": "zapier",
        "name": "Zapier",
        "url": "https://mcpshortlist.com/software/zapier"
      },
      {
        "id": "zoho-show",
        "name": "Zoho Show",
        "url": "https://mcpshortlist.com/software/zoho-show"
      },
      {
        "id": "zoominfo",
        "name": "ZoomInfo",
        "url": "https://mcpshortlist.com/software/zoominfo"
      },
      {
        "id": "cna-mcp",
        "name": "中央社新聞 CNA TAIWAN NEWS",
        "url": "https://mcpshortlist.com/software/cna-mcp"
      }
    ],
    "subcategories": [
      {
        "id": "business-intelligence",
        "label": "Business intelligence",
        "what": "Software that turns company data into dashboards and reports.",
        "also": ["bi", "dashboards", "reports", "data visualization"],
        "url": "https://mcpshortlist.com/business-intelligence",
        "category": "data-and-analytics",
        "software": [],
        "not_listed": []
      },
      {
        "id": "company-data",
        "label": "Company data",
        "what": "Services that give facts about companies: size, funding, people and signals.",
        "also": ["firmographics", "market intelligence", "competitive intelligence", "funding", "startups"],
        "url": "https://mcpshortlist.com/company-data",
        "category": "data-and-analytics",
        "software": [],
        "not_listed": []
      },
      {
        "id": "customer-data",
        "label": "Customer data platforms",
        "what": "Software that gathers everything known about each customer in one profile.",
        "also": ["cdp", "segments", "audiences", "customer 360"],
        "url": "https://mcpshortlist.com/customer-data",
        "category": "data-and-analytics",
        "software": [],
        "not_listed": []
      },
      {
        "id": "data-integration",
        "label": "Data integration",
        "what": "Software that moves data from one system to another and prepares it.",
        "also": ["etl", "elt", "data pipelines", "reverse etl", "connectors"],
        "url": "https://mcpshortlist.com/data-integration",
        "category": "data-and-analytics",
        "software": [],
        "not_listed": []
      },
      {
        "id": "data-governance",
        "label": "Data quality and governance",
        "what": "Software that lists a company’s data, checks its quality and controls who uses it.",
        "also": ["data catalog", "data quality", "data lineage", "master data"],
        "url": "https://mcpshortlist.com/data-governance",
        "category": "data-and-analytics",
        "software": [],
        "not_listed": []
      },
      {
        "id": "data-science",
        "label": "Data science and machine learning",
        "what": "Software for analysing data and training models.",
        "also": ["notebooks", "machine learning", "ml platform", "statistics", "mlops"],
        "url": "https://mcpshortlist.com/data-science",
        "category": "data-and-analytics",
        "software": [],
        "not_listed": []
      },
      {
        "id": "data-warehouses",
        "label": "Data warehouses",
        "what": "Services that store large amounts of company data for analysis.",
        "also": ["warehouse", "lakehouse", "sql analytics", "data platform"],
        "url": "https://mcpshortlist.com/data-warehouses",
        "category": "data-and-analytics",
        "software": [],
        "not_listed": []
      },
      {
        "id": "maps-and-location",
        "label": "Maps and location",
        "what": "Services that give maps, addresses, routes and places.",
        "also": ["geolocation", "geocoding", "routing", "gis", "places"],
        "url": "https://mcpshortlist.com/maps-and-location",
        "category": "data-and-analytics",
        "software": [],
        "not_listed": []
      },
      {
        "id": "product-analytics",
        "label": "Product analytics",
        "what": "Software that measures how people use an app.",
        "also": ["events", "funnels", "retention", "user behaviour"],
        "url": "https://mcpshortlist.com/product-analytics",
        "category": "data-and-analytics",
        "software": [],
        "not_listed": []
      },
      {
        "id": "public-data",
        "label": "Public data",
        "what": "Sources of open statistics from governments and institutions.",
        "also": ["open data", "statistics", "census", "government data"],
        "url": "https://mcpshortlist.com/public-data",
        "category": "data-and-analytics",
        "software": [],
        "not_listed": []
      },
      {
        "id": "session-replay",
        "label": "Session replay and heatmaps",
        "what": "Software that replays what a visitor did on a site or in an app.",
        "also": ["session recording", "heatmaps", "user sessions"],
        "url": "https://mcpshortlist.com/session-replay",
        "category": "data-and-analytics",
        "software": [],
        "not_listed": []
      },
      {
        "id": "web-analytics",
        "label": "Web analytics",
        "what": "Software that measures visits to a website.",
        "also": ["traffic", "visitors", "pageviews"],
        "url": "https://mcpshortlist.com/web-analytics",
        "category": "data-and-analytics",
        "software": [],
        "not_listed": []
      }
    ]
  },
  "note": "Categories and sub-categories are ours. A product under \"software\" was sorted by us. A product \"not sorted yet\" sits in a category because the Claude connectors directory files it there. \"not_listed\" means not found in that directory, never \"has no connector\"."
}
```