ZBS Index What actually exists in applied AI, with the source next to it

Document understanding

Everything here was classified as document understanding by keyword match against the maintainer's own description, so treat the grouping as a starting point rather than a verdict.

The list is ordered by the most recent commit, not by stars. A popular project that stopped in 2024 is not a better answer than a smaller one shipped last week.

Listed, not yet verified by us (60)

Published to the registry, but we have not yet checked its repository. Treat the entry as the maintainer’s claim only.

  • Data Bloomington — v0.1.0
    Bloomington Open Data (data.bloomington.in.gov) Socrata MCP.
  • Data Calgary — v0.1.0
    DataCalgary MCP — Calgary open data (data.calgary.ca, Socrata SODA API).
  • Data Cambridge — v0.1.0
    DataCambridge MCP — Cambridge open data (data.cambridgema.gov, Socrata SODA API).
  • Data Cincinnati — v0.1.0
    DataCincinnati MCP — Cincinnati open data (data.cincinnati-oh.gov, Socrata SODA API).
  • Data Cityofchicago — v0.1.0
    City of Chicago Socrata open-data portal
  • NYC Open Data — v0.1.0
    NYC open data via Socrata SoQL — 311, transport, housing, permits, crime, health.
  • Colorado Information Marketplace — v0.1.0
    Colorado open data via Socrata SoQL — business, government, health, demographics.
  • Connecticut Open Data — v0.1.0
    Connecticut open data via Socrata SoQL — agencies, public health, education, transport.
  • Data Cookcounty — v0.1.0
    Cook County Open Data (datacatalog.cookcountyil.gov) Socrata MCP.
  • Data Dallas — v0.1.0
    DataDallas MCP — Dallas open data (www.dallasopendata.com, Socrata SODA API).
  • Data Delaware — v0.1.0
    Delaware Open Data (data.delaware.gov) Socrata MCP.
  • Data Edmonton — v0.1.0
    DataEdmonton MCP — Edmonton open data (data.edmonton.ca, Socrata SODA API).
  • Data Energystar — v0.1.0
    ENERGY STAR Open Data (data.energystar.gov) Socrata MCP.
  • Data Fcc — v0.1.0
    FCC Open Data (opendata.fcc.gov) Socrata MCP.
  • Data Fortworth — v0.1.0
    Fort Worth Open Data (data.fortworthtexas.gov) Socrata MCP.
  • Data Fulton — v0.1.0
    Fulton County Open Data (sharefulton.fultoncountyga.gov) Socrata MCP.
  • Data Howardcounty — v0.1.0
    Howard County Open Data (opendata.howardcountymd.gov) Socrata MCP.
  • Data Kcmo — v0.1.0
    DataKansasCityMO MCP — Kansas City, MO open data (data.kcmo.org, Socrata SODA API).
  • Data Kingcounty — v0.1.0
    King County Open Data (data.kingcounty.gov) Socrata MCP.
  • Data La — v0.1.0
    DataLA MCP — Los Angeles open data (data.lacity.org, Socrata SODA API).
  • Maryland Open Data — v0.1.0
    Maryland state open data via Socrata SoQL — government, health, transport, budget, environment.
  • Data Mesa — v0.1.0
    Mesa Open Data (citydata.mesaaz.gov) Socrata MCP.
  • Data Michigan — v0.1.0
    Michigan Open Data (data.michigan.gov) Socrata MCP.
  • Data Mo — v0.1.0
    Missouri Open Data (data.mo.gov) Socrata MCP.
  • Data Montgomery — v0.1.0
    Montgomery County, MD open data (Socrata) — crime, 311, permits by name + SoQL.
  • Data Nj — v0.1.0
    New Jersey Open Data (data.nj.gov) Socrata MCP.
  • Data Nola — v0.1.0
    DataNewOrleans MCP — New Orleans open data (data.nola.gov, Socrata SODA API).
  • Data Norfolk — v0.1.0
    Norfolk Open Data (data.norfolk.gov) Socrata MCP.
  • Data Novascotia — v0.1.0
    Nova Scotia Open Data (data.novascotia.ca) Socrata MCP.
  • Data Ny — v0.1.0
    data.ny.gov — New York State open-data Socrata portal
  • Data Oakland — v0.1.0
    Oakland Open Data (data.oaklandca.gov) Socrata MCP.
  • Oregon Open Data — v0.1.0
    Oregon state open data via Socrata SoQL — agencies, business, health, environment.
  • Data Orlando — v0.1.0
    Orlando Open Data (data.cityoforlando.net) Socrata MCP.
  • Data Pa — v0.1.0
    Pennsylvania Open Data (data.pa.gov) Socrata MCP.
  • Data Piercecounty — v0.1.0
    Pierce County Open Data (internal.open.piercecountywa.gov) Socrata MCP.
  • Data Providence — v0.1.0
    Providence Open Data (data.providenceri.gov) Socrata MCP.
  • Data Santaclara — v0.1.0
    Santa Clara County Open Data (data.sccgov.org) Socrata MCP.
  • Data Seattle — v0.1.0
    DataSeattle MCP — Seattle open data (data.seattle.gov, Socrata SODA API).
  • Data Sf — v0.1.0
    DataSF MCP — San Francisco open data (data.sfgov.org, Socrata SODA API).
  • Data Sonoma — v0.1.0
    Sonoma County Open Data (data.sonomacounty.ca.gov) Socrata MCP.
  • Texas Open Data — v0.1.0
    Texas state open data via Socrata SoQL — agencies, health, licensing, transport, finance.
  • Data Usdot — v0.1.0
    US DOT Open Data (datahub.transportation.gov) Socrata MCP.
  • Utah Open Data — v0.1.0
    Utah state open data via Socrata SoQL — government, grants, health, demographics.
  • Data Va — v0.1.0
    Virginia Open Data (datahub.va.gov) Socrata MCP.
  • Data Vermont — v0.1.0
    Vermont Open Data (data.vermont.gov) Socrata MCP.
  • Washington State Open Data — v0.1.0
    Washington State open data via Socrata SoQL — agencies, health, licensing, labor, environment.
  • Data Winnipeg — v0.1.0
    Winnipeg Open Data (data.winnipeg.ca) Socrata MCP.
  • Datos Co — v0.1.0
    datos.gov.co — Colombia's national open-data portal (Socrata platform).
  • Hongkong Procurement — v0.1.0
    Hong Kong Government Procurement MCP — GLD 'Contracts Awarded' (keyless).
  • Israel Tenders — v0.1.0
    Israel Government Procurement MCP — public tenders & exemption contracts (keyless).
  • Missouri License Offices — v0.1.0
    Missouri license offices with hours, contract agent and closure dates, refreshed daily
  • Ocrspace — v0.1.0
    OCR.space MCP — wraps the OCR.space API (ocr.space) for image/PDF → text OCR.
  • Open Contracting — v0.1.0
    Open Contracting MCP — international public procurement: government tenders
  • Paraguay Dncp — v0.1.0
    Paraguay DNCP MCP — Paraguay government procurement / public contracts (keyless).
  • Paypal — v0.1.0
    PayPal MCP Pack — read-only access to PayPal transactions, orders, invoices, and disputes.
  • Quickbooks — v0.1.0
    QuickBooks MCP Pack — query customers, invoices, and accounts via QuickBooks Online API.
  • Regulations Gov — v0.1.0
    Regulations.gov MCP — federal regulatory dockets, documents, public comments
  • Samgov — v0.2.0
    SAM.gov MCP — Federal contract opportunities and entity registration data
  • Uk Contracts — v0.1.1
    UK Contracts Finder MCP.
  • Us Gov Contracts — v0.4.0
    US state & local government contracts + spending, normalized across jurisdictions — keyless

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How this page is ordered

Entries are grouped by whether anyone is still working on them, using the date of the most recent push to the repository. They are not ordered by stars, because a star is a bookmark somebody left once and never took back.

Where we have not checked an entry yet, it says so rather than being mixed in with the verified ones.