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578,362 tools. Updated 2026-09-16 04:49

"Access GEO Biomedical Datasets" matching MCP tools:

  • Without `dataProduct`, lists the governed data products this organization publishes: what each one holds, who owns it, and how sensitive it is. With `dataProduct`, returns that product's schema: its datasets, the available fields with their types and sensitivity, the business glossary its owner wrote, and what the underlying source can compute. Read this before requesting access, so you request the fields the application actually needs. Either way you learn the *kind* of system behind a product (so you know, for example, that a Notion-backed product cannot aggregate) but never a host, a credential, a table name, or a connection string. Request access with springroll.connect.request_access; a data owner must approve it.
    ConnectorNo auth
  • Browse or keyword-search ISTAT datasets (dataflows). Each result has an `id` (the dataflowId you pass to get_data / dataflow_structure) and an English name. ISTAT publishes ~4,800 datasets, so always pass `query` to filter unless you really want the whole list. Example: list_dataflows({ query: "unemployment" }) or list_dataflows({ query: "GDP" }).
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  • WHEN an agent needs to FIND the companies worth working -- the sourcing step, before it knows which companies exist. Reverse who's-hiring-for {role, geo} search: companies with active reqs matching `role`/`geo`/`since`, deduped by company, keyset-paginated via `cursor`. `role` is free text matched against the posting title, not an id. `geo` is resolved to a stored country before matching; an unresolvable one is an explicit error, never a quietly partial page. `limit` is bounded -- page through the full set with `cursor` instead of raising it. Billed per company returned (~0.10 USD each) -- an empty result bills nothing. role="backend engineer", geo="USA" -> the companies with matching active reqs, each with its pulse and its matched reqs. geo="Atlantis" -> an explicit unresolvable-country error rather than an empty page. No key yet? On the hosted HTTP endpoint the first calls are free: pass `plane_api_key` as an empty string and the search runs on a shared demo credential -- a smaller page, billed to nobody -- until a per-IP limit is reached, after which the answer becomes a signup link whose minted key finishes this exact search. On any other transport a blank key answers with that signup link straight away. Already holding a company_id and only need a yes/no? Use `is_hiring`.
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  • Obtains the complete list of Idescat statistics (all, normalized and non-normalized). It has no parameters. The response contains a 'statistics' array where each element has: 'acronym' (lowercase acronym, e.g., 'censph', to be used as the 'stat' argument of the other tools), 'name' (title), 'description' (summary), 'datasets' (boolean), 'geo' (array of available territorial disaggregations), and 'url' (initial web address, relative to https://www.idescat.cat). Use it when the user asks what statistics are available or when a statistic needs to be found by name or territorial disaggregation. THREE KEY FIELDS to decide the flow: (1) 'datasets' — if true, the statistic is normalized and you can use the rest of the tools (get_idescat_stat_tables, get_table_metadata, get_table_data, get_table_geo, render_table); if false, ONLY the information from this tool and get_idescat_stat is available. (2) 'geo' — available levels of geographical disaggregation (e.g., 'cat'=Catalonia, 'prov'=provinces, 'at'=territorial plan areas, 'com'=counties and Aran, 'mun'=municipalities, 'dis'=districts, 'sec'=census sections). ALWAYS CHECK 'geo' before choosing a statistic for a territorial query: if the user asks for county data, choose a statistic that includes 'com' in 'geo'. (3) 'url' — home page of the statistic on the Idescat website. POPULATION FIGURES: when population data is requested, there are several sources: the main and richest is CENSPH (population and housing census, annual); for semi-annual estimates there is EP (population estimates, semi-annual); and there is also PMH (municipal register of inhabitants, annual). By default, choose CENSPH (or EP if semi-annual data is requested) and NEVER use PMH for population data unless the user explicitly asks for it.
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  • List available connectome datasets with their labels and symbols. Use the returned symbols when constructing exclude_dbs arguments for query_connectivity. Common datasets include Hemibrain (hb), FAFB (fafb), MANC, and others. Call this tool if unsure which dataset symbols are valid.
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  • Count PubMed publications by year for a biomedical topic. Use for publication momentum, emerging-target activity, or whether a field is accelerating or cooling. Returns exact PubMed search counts for up to 10 calendar years; volume can reflect indexing and terminology changes and is not evidence quality or commercial validation.
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Matching MCP Servers

Matching MCP Connectors

  • Onsite technical GEO visibility tests, score trends, sitemap discovery, and domain monitoring to ensure AI crawlers can access your site.

  • Geo MCP — geographic utilities from free public APIs

  • Fetch the FULL TEXT of a biomedical paper from PubMed Central (the open-access subset) by PubMed ID. PREFER OVER get_abstract when you need methods/results/discussion, not just the abstract — "read the full paper", "what methods did <PMID> use", "extract details from the paper". Resolves the PMID to its PMC id and returns the article body text (capped ~40k chars). Only open-access articles are in PMC — returns has_full_text:false (use get_abstract) otherwise.
    ConnectorNo auth
  • Pro-tier. Fetch and analyze a web page, then audit it against the Proximens GEO Engine principles across all major GEO dimensions (structured data, crawler access, content depth, freshness, E-E-A-T, multimodal). INPUT: url (required, http/https); optional mode ("fast" = quick signal checks, returns in seconds — the default; "deep" = a full AI-synthesized consultancy report in Dutch with a 7-dimension scorecard and sector benchmark, takes ~30-50s), client_name (report header), branche_hint ("main:sub", e.g. "health_wellness:yoga_studio"), max_issues (1-25, default 10). RETURNS: JSON with a 0-100 score, severity-ranked issues (critical/major/minor) each with a finding and an actionable suggestion, top recommendations, and a markdown report; deep mode additionally returns score_set (7 GEO dimensions), sector (benchmark cohort), and a full consultancy-grade report_markdown (deep_mode="timeout_fallback" means the synthesis exceeded its budget and the fast result was returned instead). USE fast mode for quick checks and bulk triage; USE deep mode when you need a client-ready audit report. Free tier is blocked.
    ConnectorNo auth
  • Search DataCite-registered DOIs (research datasets, software, etc.). Filter by free-text query, resource type, year, publisher, or affiliation, and SORT by relevance, recency, citations, downloads, or views — e.g. "most-downloaded climate datasets" (sort=downloads), "newest genomics datasets" (sort=recent), "most-cited datasets on X" (sort=citations). Returns DOI, title, creators, publisher, type, year, and citation/download/view counts.
    ConnectorNo auth
  • Paid $0.01 USDC exact on Base: current weather via public Open-Meteo. q= place and/or lat=&lon=. Optional units=metric|us. Attribution required. Complements /geo /tz. payTo 0x3903F05a17676566958B0a3E0c21E0bd49B66ea0.
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  • Search the Virginia Open Data catalog of open datasets by keyword. Returns each dataset's resource_id, name, description, category and update date — pass the resource_id to query/metadata.
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  • 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_dataset_info, then eurostat_query_dataset for a slice of a dataset or eurostat_download_dataset for the whole of one. Results are limited to datasets and predefined tables — folders are excluded.
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  • <tool_description> List available publisher inventory slots for programmatic media buying. Returns ad slots with pricing, rules, and capacity info. </tool_description> <when_to_use> Before create_media_buy — discover which slots are available. Use to browse publisher ad inventory for campaign planning. </when_to_use> <combination_hints> list_inventory → get_inventory_item for slot details → create_media_buy to bid. Filter by publisher_id, slot_type, pricing_model, or geo for targeted results. </combination_hints> <output_format> Inventory slots with: name, type, floor price, pricing models, capacity, geo targets, status. </output_format>
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  • "Find research datasets about [topic]" / "open data on [subject]" / "look up [field] datasets" — search research datasets registered in OpenAIRE (Zenodo, Dryad, Figshare, B2SHARE etc.). Use for finding open research data to reuse / cite.
    ConnectorNo auth
  • Browse the Czech Statistical Office (ČSÚ) open-data catalog of datasets ('datové sady'). Returns id (kod), version (verze), Czech title (nazev), status, and available time/territory levels. The full catalog is ~781 datasets; filter by a case-insensitive substring of the Czech title (the API has no server-side search) and page with limit/offset.
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  • List all organizations publishing datasets on Data.gov. Returns organization names and dataset counts. Useful for discovering data publishers.
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  • Search the Humanitarian Data Exchange catalogue (CKAN package_search) for datasets on displacement, refugees, food security, conflict, disasters, health, population, etc. Returns matching datasets with titles, descriptions, publishing organization, locations (groups), and resources. Filter by country/crisis with fq="groups:<iso3>" (e.g. "groups:syr") — get codes from list_locations.
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  • [Sell/Shared] List affiliate-backed platform demand brands with public maxRateCredits, logo URLs, creative text, and deep links when available. Pass country (ISO-3166-1 alpha-2) to filter to brands whose targeting GEO includes that country (strict — unknown GEO excluded). Publisher agents inject these as ads. Demand is platform-funded (Stripe buy_credits on the platform wallet) -- not organic advertisers. Never returns affiliate secrets/tokens. Also: GET /api/public/brands?country=.
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  • Génère un kit GEO lecture seule à partir d'une URL publique : llms.txt, verdict robots IA, schemas JSON-LD. N'écrit rien sur le site cible et n'appelle aucun modèle.
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  • List the ISO 3166-1 alpha-2 country codes supported for geo-targeting. Pass a model to get the codes available for that specific engine (some engines block certain countries).
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