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8 clients · secrets stay placeholders

JSON (mcpServers)Claude CodeCodexOpenCodeCursorVS CodeGemini CLIGoose

{
  "mcpServers": {
    "elkassabgidata": {
      "type": "http",
      "url": "https://elkassabgidata-mcp.elkassabgi.workers.dev/mcp",
      "headers": {
        "X-API-Key": "${X_API_KEY}"
      }
    }
  }
}

claude mcp add --transport http elkassabgidata https://elkassabgidata-mcp.elkassabgi.workers.dev/mcp --header "X-API-Key: ${X_API_KEY}"

[mcp_servers.elkassabgidata]
url = "https://elkassabgidata-mcp.elkassabgi.workers.dev/mcp"
env_http_headers = { "X-API-Key" = "X_API_KEY" }

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "elkassabgidata": {
      "type": "remote",
      "url": "https://elkassabgidata-mcp.elkassabgi.workers.dev/mcp",
      "enabled": true,
      "headers": {
        "X-API-Key": "{env:X_API_KEY}"
      }
    }
  }
}

{
  "mcpServers": {
    "elkassabgidata": {
      "type": "http",
      "url": "https://elkassabgidata-mcp.elkassabgi.workers.dev/mcp",
      "headers": {
        "X-API-Key": "${X_API_KEY}"
      }
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=elkassabgidata&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vZWxrYXNzYWJnaWRhdGEtbWNwLmVsa2Fzc2FiZ2kud29ya2Vycy5kZXYvbWNwIiwiaGVhZGVycyI6eyJYLUFQSS1LZXkiOiIke1hfQVBJX0tFWX0ifX0%3D"
}

{
  "servers": {
    "elkassabgidata": {
      "type": "http",
      "url": "https://elkassabgidata-mcp.elkassabgi.workers.dev/mcp",
      "headers": {
        "X-API-Key": "${X_API_KEY}"
      }
    }
  }
}

{
  "mcpServers": {
    "elkassabgidata": {
      "httpUrl": "https://elkassabgidata-mcp.elkassabgi.workers.dev/mcp",
      "headers": {
        "X-API-Key": "${X_API_KEY}"
      }
    }
  }
}

extensions:
  "elkassabgidata":
    enabled: true
    name: "elkassabgidata"
    type: streamable_http
    uri: "https://elkassabgidata-mcp.elkassabgi.workers.dev/mcp"
    headers:
      "X-API-Key": "${X_API_KEY}"
    timeout: 300

Placeholders to fill from your own secret store: ${X_API_KEY}. The registry never accepts secret values.

Quality 80 / 100good

protocol75 · weight 25

warn
protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
n/a
protocol.statelessonly applies to 2026-07-28 servers
pass
protocol.transportstreamable HTTP
n/a
protocol.list_ttlonly applies to 2026-07-28 servers

authorizationn/a · weight 15

n/a
auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
n/a
auth.secret_in_urlno templated URL

tool hygiene86 · weight 30

pass
tools.descriptionsevery tool has a description
pass
tools.description_lengthdescriptions are concise
pass
tools.schemasevery tool has an object input schema
pass
tools.annotations12 of 12 tools declare readOnlyHint or destructiveHint
fail
tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: get_econ_series_metadata (destructiveHint, idempotentHint, openWorldHint); get_data_freshness (destructiveHint, idempotentHint, openWorldHint); get_econ_bundle_manifest (destructiveHint, idempotentHint, openWorldHint); …
pass
tools.token_costabout 1,689 tokens to load every tool
pass
tools.api_dumptools are not a one-to-one API dump

stability75 · weight 15

warn
stability.changes9 tool changes in 30 days
pass
stability.rug_pullno tool changed its meaning under the same name

dependenciesn/a · weight 15

n/a
deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

12 tools, about 1,689 tokens to load them all · tool set af1c58b150f5 · tools last changed 2026-10-11 · checked 2026-10-21 01:06 UTC

Tool changes

2026-10-11get_hf_download_linkchangeddescription
before
Authenticated download instructions for HF Data Library's 1-minute OHLCV bars (per-ticker US stocks/ETFs from IEX Exchange HIST, 2022-03-07 onward; parquet or csv) or the 25 pre-computed academic variables. Each file holds a ticker's whole history, so it is fetched by YOUR code, not returned inline. HF downloads are paused while the dataset is restructured (the URL answers 503 data_paused). Works with the same ElkassabgiData key.
after · 70% of words in common
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 academic variables. Each file holds all of a ticker's bars, so it is fetched by YOUR code, not returned inline. The data is provided for academic research; relay that notice with the link. Works with the same ElkassabgiData key.
2026-10-03get_hf_download_linkchangeddescription
before
Authenticated download instructions for HF Data Library's 1-minute OHLCV bars (full per-ticker history of 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.
after · 55% of words in common
Authenticated download instructions for HF Data Library's 1-minute OHLCV bars (per-ticker US stocks/ETFs from IEX Exchange HIST, 2022-03-07 onward; parquet or csv) or the 25 pre-computed academic variables. Each file holds a ticker's whole history, so it is fetched by YOUR code, not returned inline. HF downloads are paused while the dataset is restructured (the URL answers 503 data_paused). Works with the same ElkassabgiData key.
2026-10-02list_econ_sourceschangeddescription
before
List the Econ Data Library's sources (statistical offices, central banks, IGOs, research datasets) with their licenses, counted live. Free.
after · 82% of words in common
List the Econ Data Library's sources (statistical offices, monetary authorities, IGOs, research datasets) with their licenses, counted live. Free.
2026-10-02get_family_statuschangeddescription
before
Live status of the whole ElkassabgiData family: both libraries' headline stats and data currency. Free.
after · 59% of words in common
Live status of the whole ElkassabgiData family - HF, Econ and IP: each library's headline stats and data currency, read live. Free.
2026-10-02list_ip_bundleschangeddescription
before
List the IP Data Library's snapshot-pinned patent/innovation bundles (patent-level measures on 9.4M+ US patents; assignee-year panels) with sizes, vintages and download paths. Free, no key needed.
after · 94% of words in common
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.
2026-10-02get_hf_download_linkchangeddescription
before
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.
after · 98% of words in common
Authenticated download instructions for HF Data Library's 1-minute OHLCV bars (full per-ticker history of 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.
2026-10-02get_econ_bundle_manifestadded
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 source, each source's attribution and licence, and any id that could not be resolved (reported, never dropped). The URLs serve the CURRENT data - this is not a frozen vintage. Free, no key needed for the manifest; downloading the URLs needs the key.
2026-10-02list_econ_sourceschangeddescription
before
List the Econ Data Library's sources (309: statistical offices, central banks, IGOs, research datasets) with their licenses. Free.
after · 86% of words in common
List the Econ Data Library's sources (statistical offices, central banks, IGOs, research datasets) with their licenses, counted live. Free.
2026-10-02search_econ_serieschangeddescription, input schema
before
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.
after · 68% of words in common
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_econ_series. Page with offset; lang returns source-official translated titles where the publisher provides them.

Full history: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 88 / 100

provenance85

liveness99

freshness65

hygiene100

+repository +dns-namespace +website +reachable +uptime-98% ~updated-90d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remote	auth	reachable	uptime 30d	p50	protocol	last ok
`https://elkassabgidata-mcp.elkassabgi.workers.dev/mcp` streamable-http	none	yes	98%	148 ms	2025-11-25	2026-10-21

Tools (12)

`get_auth_status`read-only	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`read-only	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_bundle_manifest`read-only	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 source, each source's attribution and licence, and any id that could not be resolved (reported, never dropped). The URLs serve the CURRENT data - this is not a frozen vintage. Free, no key needed for the manifest; downloading the URLs needs the key.
`get_econ_series`read-only	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.
`get_econ_series_metadata`read-only	Full metadata for one econ series: title, frequency, geography, unit, license (incl. commercial-use flag), attribution/citation, coverage dates. Free, no key needed.
`get_family_status`read-only	Live status of the whole ElkassabgiData family - HF, Econ and IP: each library's headline stats and data currency, read live. Free.
`get_hf_download_link`read-only	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 academic variables. Each file holds all of a ticker's bars, so it is fetched by YOUR code, not returned inline. The data is provided for academic research; relay that notice with the link. Works with the same ElkassabgiData key.
`get_hf_variables_dictionary`read-only	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.
`get_ip_download_link`read-only	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-history files fetched by YOUR code, not returned inline. Works with the same ElkassabgiData key as every family library.
`list_econ_sources`read-only	List the Econ Data Library's sources (statistical offices, monetary authorities, IGOs, research datasets) with their licenses, counted live. Free.
`list_ip_bundles`read-only	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.
`search_econ_series`read-only	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_econ_series. Page with offset; lang returns source-official translated titles where the publisher provides them.

Schemas: list_tools.

Similar MCP servers

Official server.json

{
  "name": "com.elkassabgidata/elkassabgidata",
  "title": "ElkassabgiData",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://elkassabgidata-mcp.elkassabgi.workers.dev/mcp",
      "type": "streamable-http",
      "headers": [
        {
          "name": "X-API-Key",
          "isSecret": true,
          "description": "Free ElkassabgiData API key — one free account works across every ElkassabgiData library (only needed for data-download tools; search/browse works anonymously). Get one at hfdatalibrary.com/pages/download"
        }
      ]
    }
  ],
  "version": "1.0.1",
  "repository": {
    "url": "https://github.com/elkassabgi/hfdatalibrary",
    "source": "github"
  },
  "websiteUrl": "https://elkassabgidata.com",
  "description": "A growing family of free academic data libraries: finance, economics, and beyond (ElkassabgiData)."
}