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

mcp server

ElkassabgiData

A growing family of free academic data libraries: finance, economics, and beyond (ElkassabgiData).

Description as published by the maintainer. Source

  • version 1.0.1
  • active

active — Most recent push to the repository was 2026-08-06.

What this server can do

9 functions, named and described by the server itself. Parameter names are shown because they say more about what a function does than its name usually does.

get_auth_status
Whether this MCP connection has an ElkassabgiData API key configured (masked — the key itself is never echoed), and how to add one.
get_data_freshness(source)
Live per-source update status straight from the automated updater's ledger: last successful update, data frontier, and honest stale/failure flags (dates are NEVER fabricated — a silent upstream outage shows here as stale, not papered over). Free.
get_econ_series(date_to, max_rows, date_from, series_id)
Download an economic time series as rows (long format: date, value) with its citation and license. REQUIRES the free ElkassabgiData API key. Use date_from/date_to to window long series. Required: series_id.
get_econ_series_metadata(series_id)
Full metadata for one econ series: title, frequency, geography, unit, license (incl. commercial-use flag), attribution/citation, coverage dates. Free, no key needed. Required: series_id.
get_family_status
Live status of the whole ElkassabgiData family: both libraries' headline stats and data currency. Free.
get_hf_download_link(format, ticker, dataset, version)
Authenticated download instructions for HF Data Library's 1-minute OHLCV bars (full per-ticker history, 1,391 US stocks/ETFs, 2002→yesterday; parquet or csv) or the 25 pre-computed academic variables. Files are full-history (up to millions of rows) so they are fetched by YOUR code, not returned inline. Works with the same ElkassabgiData key. Required: ticker.
get_hf_variables_dictionary
The exact definitions/formulas of HF Data Library's 25 pre-computed academic variables (realized volatility family, spreads, jumps, liquidity, data-quality). Verbatim from the published dictionary. Free.
list_econ_sources(contains)
List the Econ Data Library's sources (309: statistical offices, central banks, IGOs, research datasets) with their licenses. Free.
search_econ_series(limit, query, source)
Search the Econ Data Library catalog (billions of series from 300+ sources: national accounts, prices, trade, labor, energy, markets…). Free, no key needed. Returns series ids usable with get_econ_series. Required: query.

Last successful function declaration observed on . Source: https://elkassabgidata-mcp.elkassabgi.workers.dev/mcp. We list what the server declared; we do not call any of these functions.

Endpoint status observed on . Source: https://elkassabgidata-mcp.elkassabgi.workers.dev/mcp.

Signals

These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.

Signal Value What it measures Window Observed Source
GitHub stars 1 Number of GitHub accounts that bookmarked this repository since it was created. It is a bookmark count, not installs, not active users and not quality. cumulative, all time GitHub
Last commit 2026-08-06 Date of the most recent push to any branch. This is the strongest cheap indicator of whether the project is still maintained. point in time GitHub
Open issues 1 Open issues plus open pull requests, as GitHub counts them together. A high number can mean an active project or an abandoned one. as of fetch GitHub
Latest published version 1.0.1 Latest version string the maintainer published to the registry. as of fetch Model Context Protocol
Registry record last updated 2026-07-22 When the registry record was last updated by its maintainer. point in time Model Context Protocol
First listed in the MCP Registry 2026-07-22 Date this server was first published to the official MCP Registry. Not a usage or quality measure. point in time Model Context Protocol
repository status active The repository exists on GitHub and is not archived. This says nothing about how recently it was worked on. as of fetch GitHub
mcp tools declared 9 tools Number of functions the server itself declared when asked to list them. This is what the server offers an agent, not a measure of how well any of them work. as of probe elkassabgidata-mcp.elkassabgi.workers.dev
mcp endpoint status ok The server listed 9 functions when asked. as of probe elkassabgidata-mcp.elkassabgi.workers.dev

Where to get it

This record as data

Every field on this page, with its source and observation date, is in the catalog JSON. Fetch the whole kind at once instead of parsing this HTML.

GET /api/v1/entries/mcp_server.json

Sources

  1. elkassabgi/hfdatalibrary on GitHub — GitHub, observed , trust tier 3.
  2. Tools declared by the MCP server at https://elkassabgidata-mcp.elkassabgi.workers.dev/mcp — elkassabgidata-mcp.elkassabgi.workers.dev, observed , trust tier 1.
  3. Official MCP Registry — Model Context Protocol, observed , trust tier 1.