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Search and query Eurostat datasets covering EU economy, demography, trade, and NUTS regional statistics.
Do not connect
A critical issue was found. Do not connect this server as-is.
Scanned 1 month ago Due for re-check
A server can change after it's graded. Re-run the automated scan to refresh this report.
This grade is deterministic and reproducible: the same server surface always yields the same grade under a given algorithm version. It is a real automated assessment computed by the MCPGrade engine from what the probe actually observed — not a fabricated or opinion score. It is not a manual human pentest, so it can miss context-specific risks.
Every signal below was measured directly by the automated probe. The grade is derived only from evidence like this — nothing is assumed.
The eurostat-mcp-server MCP server exposes 8 tools, focused primarily on database capabilities. Its published description reads: "Search and query Eurostat datasets covering EU economy, demography, trade, and NUTS regional statistics". It communicates over Streamable HTTP using the 2025-06-18 protocol revision, and does not require authorization to connect. MCPGrade currently rates eurostat-mcp-server F — a critical issue was found and the server should not be connected as-is. Its most notable findings include "Cross-tool shadowing" and "Cross-tool shadowing". This report is a deterministic, reproducible automated assessment: the same observed surface always yields the same grade under a given algorithm version, and it is refreshed as new scans arrive and free to read — but it is not a substitute for a manual human security review. Always re-check eurostat-mcp-server's advertised tools, transport security, and authorization posture before connecting an autonomous agent or sharing sensitive context with it.
Add eurostat-mcp-server to an MCP client using the endpoint below. Review the grade and findings above before granting an autonomous agent access.
MCP endpoint
https://eurostat.caseyjhand.com/mcpStreamable HTTP transport. This is the MCP endpoint, not a website — paste it into your MCP client server list rather than a browser.
Captured passively during the read-only scan. Click any value to find servers that match it.
The tools this server advertises via tools/list — names, purposes, and the parameters each accepts, exactly as enumerated read-only.
Search the Eurostat catalogue by keyword. Returns matching datasets with codes, descriptions, period coverage, and theme breadcrumbs. Use this to discover dataset codes before calling eurostat_get_dat
Navigate the Eurostat theme tree. Without theme_code returns the top-level theme folders (Economy, Population, Transport, etc.) — the practical starting points. With a theme_code returns its immediate
Sorted worst-first. Each finding shows its severity, what it means, its OWASP MCP Top-10 mapping, and a recommended fix — the check id links to the exact methodology row that produced it.
tool: eurostat_search_datasets
A tool description tries to alter the model’s use of another tool.
before calling eurostat_get_dataset_info, then eurostat_query_dataset for a slice of a dRecommendationDescriptions must describe only their own tool.
tool: eurostat_browse_themes
A tool description tries to alter the model’s use of another tool.
aset. Pair with eurostat_search_datasets for keyword-based discovery.RecommendationDescriptions must describe only their own tool.
tool: eurostat_get_dataset_info
A tool description tries to alter the model’s use of another tool.
rientation; use eurostat_get_dimension_values to list the full set for large dimensions.RecommendationDescriptions must describe only their own tool.
tool: eurostat_get_dimension_values
A tool description tries to alter the model’s use of another tool.
. Use this when eurostat_get_dataset_info returns more values than the 10-item sample, orRecommendationDescriptions must describe only their own tool.
tool: eurostat_query_dataset
A tool description tries to alter the model’s use of another tool.
line rows. Call eurostat_get_dataset_info first to discover valid dimension codes and valRecommendationDescriptions must describe only their own tool.
tool: eurostat_download_dataset
A tool description tries to alter the model’s use of another tool.
Eurostat; call eurostat_get_dataset_info first for the dimension codes and eurostat_get_RecommendationDescriptions must describe only their own tool.
tool: eurostat_dataframe_describe
A tool description tries to alter the model’s use of another tool.
id comes from a eurostat_query_dataset or eurostat_download_dataset response that repoRecommendationDescriptions must describe only their own tool.
tool: eurostat_dataframe_query
A tool description tries to alter the model’s use of another tool.
w inline cap of eurostat_query_dataset and past the inline preview of a eurostat_downlRecommendationDescriptions must describe only their own tool.
tool: eurostat_dataframe_query
A database tool exposes a query/sql parameter that is a free-form string with no allow-list or parameterisation constraint — a raw-string injection surface. A tool exposing structured filters or an `enum` of named queries does not fire.
unconstrained query parameter "sql"RecommendationExpose parameterised operations instead of a raw query string; never build queries from unvalidated model output.
tool: (server instructions)
A tool description tries to alter the model’s use of another tool.
d of data. Two paths past eurostat_query_dataset's 5,000-observation inlinRecommendationDescriptions must describe only their own tool.
The server accepts tool enumeration (and likely invocation) with no authentication.
RecommendationRequire OAuth 2.1 authorization for any server exposing non-public tools.
tool: eurostat_search_datasets
The server advertises open-world / broadly-scoped capabilities.
annotations.openWorldHint = trueRecommendationScope tools to the minimum needed.
tool: eurostat_browse_themes
The server advertises open-world / broadly-scoped capabilities.
annotations.openWorldHint = trueRecommendationScope tools to the minimum needed.
tool: eurostat_browse_themes
One tool both accesses the filesystem and reaches the network. Combining two capability classes in a single tool widens its blast radius and is the substrate for confused-deputy and exfiltration abuse.
reg\"). Omit to list the top-level theme folders.","type":"string"}}}RecommendationSeparate filesystem and network capabilities into distinct, independently-scoped tools.
tool: eurostat_get_dataset_info
The server advertises open-world / broadly-scoped capabilities.
annotations.openWorldHint = trueRecommendationScope tools to the minimum needed.
tool: eurostat_get_dimension_values
The server advertises open-world / broadly-scoped capabilities.
annotations.openWorldHint = trueRecommendationScope tools to the minimum needed.
tool: eurostat_query_dataset
The server advertises open-world / broadly-scoped capabilities.
annotations.openWorldHint = trueRecommendationScope tools to the minimum needed.
tool: eurostat_download_dataset
The server advertises open-world / broadly-scoped capabilities.
annotations.openWorldHint = trueRecommendationScope tools to the minimum needed.
tool: eurostat_dataframe_query
One tool both accesses the filesystem and reaches the network. Combining two capability classes in a single tool widens its blast radius and is the substrate for confused-deputy and exfiltration abuse.
functions that read files or external data are rejected. Columns are flatRecommendationSeparate filesystem and network capabilities into distinct, independently-scoped tools.
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Fetch metadata for a Eurostat dataset: dimensions with valid values, time range, observation count, and last-update date. Call this before eurostat_query_dataset or eurostat_download_dataset to discov
List all valid values for a specific dimension in a Eurostat dataset (e.g., all unit codes for nama_10_gdp, all geo codes for a regional dataset). Use this when eurostat_get_dataset_info returns more
Fetch statistical data from a Eurostat dataset with dimension filters. Returns decoded observations with dimension codes and labels, numeric values, an OBS_FLAG status (e.g., "p" = provisional, "e" =
Download a Eurostat dataset in bulk through the SDMX 2.1 TSV endpoint and stage every observation as a SQL table on the dataframe canvas — the route to a whole dataset, where eurostat_query_dataset is
List the tables staged on a Eurostat dataframe canvas, with their row counts and column names and types. Call this before eurostat_dataframe_query to learn the table and column names to write SQL agai
Run a read-only SQL SELECT against tables staged on a Eurostat dataframe canvas — the way to reach observations past the 5,000-row inline cap of eurostat_query_dataset and past the inline preview of a