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Asked Thrice

R0· no sign-in

Measure whether AI assistants actually recommend a brand, from measured answers.

v1.1.0 · active · repository · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality96strong
Trust93of 100
Uptime, 30 days100%
Latency p50212 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "askedthrice": {
      "type": "http",
      "url": "https://mcp.askedthrice.com/mcp"
    }
  }
}
claude mcp add --transport http askedthrice https://mcp.askedthrice.com/mcp
[mcp_servers.askedthrice]
url = "https://mcp.askedthrice.com/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "askedthrice": {
      "type": "remote",
      "url": "https://mcp.askedthrice.com/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "askedthrice": {
      "type": "http",
      "url": "https://mcp.askedthrice.com/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=askedthrice&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vbWNwLmFza2VkdGhyaWNlLmNvbS9tY3AifQ%3D%3D"
}
{
  "servers": {
    "askedthrice": {
      "type": "http",
      "url": "https://mcp.askedthrice.com/mcp"
    }
  }
}
{
  "mcpServers": {
    "askedthrice": {
      "httpUrl": "https://mcp.askedthrice.com/mcp"
    }
  }
}
extensions:
  "askedthrice":
    enabled: true
    name: "askedthrice"
    type: streamable_http
    uri: "https://mcp.askedthrice.com/mcp"
    timeout: 300

Quality 96 / 100strong

protocol88 · weight 25
  • pass
    protocol.modernsupports 2026-07-28 (server/discover)
  • pass
    protocol.statelessanswers without a session
  • pass
    protocol.transportstreamable HTTP
  • warn
    protocol.list_ttltools/list declares ttlMs 0, so clients re-fetch it on every use
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 hygiene100 · 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.annotations2 of 2 tools declare readOnlyHint or destructiveHint
  • pass
    tools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
  • pass
    tools.token_costabout 572 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
dependencies100 · weight 15
  • pass
    deps.known_vulnsno known advisory in 85 resolved packages
  • n/a
    deps.mcp_sdk_versionthe official MCP SDK is not in the dependency graph
  • pass
    deps.resolvable[email protected] resolved: 85 packages

2 tools, about 572 tokens to load them all · tool set 51b46375d897 · checked 2026-10-19 10:52 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 93 / 100

provenance85
liveness100
freshness85
hygiene100

+repository +dns-namespace +website +reachable +uptime-100% ~updated-50d-ago

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

Dependencies

[email protected] npm84 dependencies, resolved · advisories checked 2026-10-19

No known advisory affects this dependency graph.

Dependency graphs from deps.dev; advisories from OSV.dev, including the GitHub Advisory Database and the PyPI Advisory Database; all CC BY 4.0. The graph is what a clean install of this version resolves today; nothing was installed or run. How it is checked.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://mcp.askedthrice.com/mcp streamable-httpnoneyes100%212 ms2026-07-282026-10-19
packageregistryversionruntimesecrets
askedthrice-mcpnpm0.1.0–

Tools (2)

get_visibility_checkread-onlyCollect the result of a measurement started with start_visibility_check. Returns status running while the providers are still answering, so poll every 20 to 30 seconds. When ready it reports a verdict, how many of the buyer questions the brand won, which competitors were named instead, and which providers actually answered.
start_visibility_checkMeasure whether a brand shows up when buyers ask AI assistants for a recommendation. Asks real buyer questions to OpenAI, Anthropic and Gemini and reports what they answered, not what they claim they would answer. Free, no signup, one measurement per domain every 30 days. Returns a runId: call get_visibility_check with it after about a minute. If the domain was already measured this month the response says quota_reached and includes when it ran.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "com.askedthrice/askedthrice",
  "title": "Asked Thrice",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://mcp.askedthrice.com/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.1.0",
  "packages": [
    {
      "version": "0.1.0",
      "transport": {
        "type": "stdio"
      },
      "identifier": "askedthrice-mcp",
      "registryType": "npm",
      "registryBaseUrl": "https://registry.npmjs.org"
    }
  ],
  "repository": {
    "url": "https://github.com/nahuelsoria/llmaudit-mcp",
    "source": "github"
  },
  "websiteUrl": "https://askedthrice.com",
  "description": "Measure whether AI assistants actually recommend a brand, from measured answers."
}