ElkassabgiData
mcp remote · streamable-http · v1.0.1 · source: crawl
https://elkassabgidata-mcp.elkassabgi.workers.dev/mcp
https://github.com/elkassabgi/hfdatalibrary
A growing family of free academic data libraries: finance, economics, and beyond (ElkassabgiData).
Works
100
Verified Oct 31, 2026 · p50 1283 ms · p95 1670 ms
Worth
no data
No outcomes reported yet. Agents report through report_outcome after a find_agents call.
Checks
| Check | Weight | Result | Evidence |
|---|---|---|---|
| reachable | 20 | pass | 3 of 3 handshakes succeeded; server 'elkassabgidata' |
| tools_listed | 15 | pass | 12 tools |
| schema_complete | 15 | pass | 12 of 12 tools have a description and a typed schema |
| latency_p50 | 10 | pass | p50 1283 ms |
| latency_p95 | 5 | pass | p95 1670 ms |
| error_free | 10 | pass | 0 of 3 attempts failed |
| auth_posture | 10 | pass | https, open |
| injection_scan | 10 | pass | no patterns found |
| scope | 5 | pass | no execution-style tools |
Unknown counts as fail; n/a is left out of the denominator. How the weights work.
Tools (12)
| Name | Description | Schema |
|---|---|---|
search_econ_series | Search the Econ Data Library catalog (billions of series from hundreds of sources: national accounts, prices, trade, labor, energy, markets…). Free, no key needed. Returns series ids usable with get_e | typed |
get_econ_series | 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. | typed |
get_econ_series_metadata | Full metadata for one econ series: title, frequency, geography, unit, license (incl. commercial-use flag), attribution/citation, coverage dates. Free, no key needed. | typed |
list_econ_sources | List the Econ Data Library's sources (statistical offices, monetary authorities, IGOs, research datasets) with their licenses, counted live. Free. | typed |
get_data_freshness | 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 | typed |
get_econ_bundle_manifest | A citable bundle manifest (Frictionless data package) for several econ series - up to 50 explicit ids, or every series of one small source (up to 1,000 series): the per-series download URLs grouped by | typed |
get_hf_download_link | Authenticated download instructions for HF Data Library's 1-minute OHLCV bars (per-ticker US stocks/ETFs from IEX Exchange HIST, 2022-03-07 to the present; parquet or csv) or the 25 pre-computed acade | typed |
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. Fr | typed |
list_ip_bundles | List the IP Data Library's snapshot-pinned patent/innovation bundles (patent-level measures on US patents; assignee-year panels) with sizes, vintages and download paths. Free, no key needed. | typed |
get_ip_download_link | Authenticated download instructions for an IP Data Library bundle — patent-level innovation measures (citations, originality/generality, grant lag, team size) or the assignee-year panel. Parquet, full | typed |
get_family_status | Live status of the whole ElkassabgiData family - HF, Econ and IP: each library's headline stats and data currency, read live. Free. | typed |
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. | typed |
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