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Dyscalculia.io

R0· no sign-in

Open number-sense practice data and game catalogue for dyscalculia. Read-only.

v0.1.0 · active · repository · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality85good
Trust94of 100
Uptime, 30 days89%
Latency p50654 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "dyscalculia": {
      "type": "http",
      "url": "https://mcp.dyscalculia.io/mcp"
    }
  }
}
claude mcp add --transport http dyscalculia https://mcp.dyscalculia.io/mcp
[mcp_servers.dyscalculia]
url = "https://mcp.dyscalculia.io/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "dyscalculia": {
      "type": "remote",
      "url": "https://mcp.dyscalculia.io/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "dyscalculia": {
      "type": "http",
      "url": "https://mcp.dyscalculia.io/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=dyscalculia&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vbWNwLmR5c2NhbGN1bGlhLmlvL21jcCJ9"
}
{
  "servers": {
    "dyscalculia": {
      "type": "http",
      "url": "https://mcp.dyscalculia.io/mcp"
    }
  }
}
{
  "mcpServers": {
    "dyscalculia": {
      "httpUrl": "https://mcp.dyscalculia.io/mcp"
    }
  }
}
extensions:
  "dyscalculia":
    enabled: true
    name: "dyscalculia"
    type: streamable_http
    uri: "https://mcp.dyscalculia.io/mcp"
    timeout: 300

Quality 85 / 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.annotations6 of 6 tools declare readOnlyHint or destructiveHint
  • fail
    tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: list_chart_data (destructiveHint, idempotentHint); get_citation (destructiveHint, idempotentHint); get_prevalence (destructiveHint, idempotentHint); …
  • pass
    tools.token_costabout 1,116 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability100 · weight 15
  • pass
    stability.changesno 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

6 tools, about 1,116 tokens to load them all · tool set e60ecb2eaae7 · checked 2026-11-07 17:28 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

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 94 / 100

provenance85
liveness95
freshness100
hygiene100

+repository +dns-namespace +website +reachable +uptime-89% +updated-12d-ago

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

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://mcp.dyscalculia.io/mcp streamable-httpnoneyes89%654 ms2025-11-252026-11-07

Tools (6)

explain_screening_testread-onlyDescribes the five screening games on dyscalculia.io: what each measures, how many items it has, what an item is and how items and games are scored in general terms, and the limits. Optionally returns the item sets (dot counts, number pairs, number-line targets, digit-sequence lengths). It describes the test only: it does not score anyone, take answers or return a result. The test is a screening of basic number skills, not a diagnosis.
get_citationread-onlyLicense (the compilation is CC BY 4.0; each figure belongs to its cited source), the citation text, an HTML credit link and the download addresses. To cite a single number, cite its study: use get_reference.
get_prevalenceread-onlyPublished dyscalculia prevalence figures with sample size, publication year, age, the reference key (see get_reference) and a calc flag (true when the site calculated the figure itself). Filter by study id, by age (entries whose stated age range includes it; entries with no stated age are never matched) or by a percent range (entries whose figure or range overlaps it). With no filter, returns all 10 entries. These are published research estimates, not a diagnosis of any person. There is no worldwide pooled meta-analysis of dyscalculia prevalence: the 'worldwide' entry is a range across population studies. Studies use different criteria and ages, so figures are not directly comparable.
get_referenceread-onlyFull citation for one reference key (for example shalev2000, grosstsur1996), with its DOI and PMID when the site has them, the link the site uses, and the topics that cite it. The site holds 93 references; keys are returned by get_prevalence and list_studies.
list_chart_dataread-onlyLists the chart and table datasets on the statistics page (id, title, topic, section, row count) with their download addresses: the CSV and JSON of the whole page, one SVG per chart, the screening-test JSON and the changelog JSON. Pass an id (for example chart-1, table-2) to get that dataset's rows with their values, notes and reference keys.
list_studiesread-onlyLists every source the statistics page cites (peer-reviewed studies with DOI or PMID, plus official statistics and guidelines), with the topics each supports and, for population studies, the prevalence entries built from them. Filter by topic: prevalence, persistence, math-anxiety, interventions, by-country, sex-ratio, comorbidity, key-figures, family, official-counts, method. Use get_reference for one full citation.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "io.dyscalculia/dyscalculia",
  "title": "Dyscalculia.io",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://mcp.dyscalculia.io/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "0.1.0",
  "repository": {
    "url": "https://github.com/Dyscalculia-io/dyscalculia-mcp",
    "source": "github"
  },
  "websiteUrl": "https://dyscalculia.io/mcp",
  "description": "Open number-sense practice data and game catalogue for dyscalculia. Read-only."
}