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web-data-toolkit

R1· needs a key

YouTube transcripts (video, channel, search), Google Trends, Google Play and App Store reviews.

v1.2.0 · active · repository · website · descriptor JSON · versions

An agent can connect on its own if it already holds X_API_KEY, X_API_KEY.Remote endpoint behind a static API key or header. The registry never sees the value; the agent fills the placeholder.
Quality79good
Trust97of 100
Uptime, 30 days100%
Latency p50245 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "web-data-toolkit": {
      "type": "http",
      "url": "https://web-data-toolkit.vercel.app/mcp",
      "headers": {
        "x-api-key": "${X_API_KEY}",
        "Authorization": "${X_API_KEY}"
      }
    }
  }
}
claude mcp add --transport http web-data-toolkit https://web-data-toolkit.vercel.app/mcp --header "x-api-key: ${X_API_KEY}" --header "Authorization: ${X_API_KEY}"
[mcp_servers.web-data-toolkit]
url = "https://web-data-toolkit.vercel.app/mcp"
env_http_headers = { "x-api-key" = "X_API_KEY", "Authorization" = "X_API_KEY" }
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "web-data-toolkit": {
      "type": "remote",
      "url": "https://web-data-toolkit.vercel.app/mcp",
      "enabled": true,
      "headers": {
        "x-api-key": "{env:X_API_KEY}",
        "Authorization": "{env:X_API_KEY}"
      }
    }
  }
}
{
  "mcpServers": {
    "web-data-toolkit": {
      "type": "http",
      "url": "https://web-data-toolkit.vercel.app/mcp",
      "headers": {
        "x-api-key": "${X_API_KEY}",
        "Authorization": "${X_API_KEY}"
      }
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=web-data-toolkit&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vd2ViLWRhdGEtdG9vbGtpdC52ZXJjZWwuYXBwL21jcCIsImhlYWRlcnMiOnsieC1hcGkta2V5IjoiJHtYX0FQSV9LRVl9IiwiQXV0aG9yaXphdGlvbiI6IiR7WF9BUElfS0VZfSJ9fQ%3D%3D"
}
{
  "servers": {
    "web-data-toolkit": {
      "type": "http",
      "url": "https://web-data-toolkit.vercel.app/mcp",
      "headers": {
        "x-api-key": "${X_API_KEY}",
        "Authorization": "${X_API_KEY}"
      }
    }
  }
}
{
  "mcpServers": {
    "web-data-toolkit": {
      "httpUrl": "https://web-data-toolkit.vercel.app/mcp",
      "headers": {
        "x-api-key": "${X_API_KEY}",
        "Authorization": "${X_API_KEY}"
      }
    }
  }
}
extensions:
  "web-data-toolkit":
    enabled: true
    name: "web-data-toolkit"
    type: streamable_http
    uri: "https://web-data-toolkit.vercel.app/mcp"
    headers:
      "x-api-key": "${X_API_KEY}"
      "Authorization": "${X_API_KEY}"
    timeout: 300

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

Quality 79 / 100good

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-06-18; 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 hygiene71 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • fail
    tools.annotationsno tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
  • fail
    tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: app_store_reviews (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); google_play_reviews (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); youtube_channel_transcripts (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
  • pass
    tools.token_costabout 1,044 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

5 tools, about 1,044 tokens to load them all · tool set 034d0767bc5d · checked 2026-10-20 11:08 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 97 / 100

provenance90
liveness100
freshness100
hygiene100

+repository +namespace-matches-repo +website +reachable +uptime-100% +updated-19d-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://web-data-toolkit.vercel.app/mcp streamable-httpapi_key ${X_API_KEY}yes100%245 ms2025-06-182026-10-20

Tools (5)

app_store_reviewsRating, title, text, author, app version and the review date for any iOS App Store app, plus the app's own metadata row (name, seller, price, average rating, rating count).
google_play_reviewsRating, text, author, thumbs-up count, app version and the developer's reply for any Google Play app.
google_trendsFor up to five keywords: relative search interest over a timeframe, interest broken down by region, and the top and rising related queries. No browser, straight from the Trends endpoints.
youtube_channel_transcriptsEnumerates the newest videos of a channel, @handle or playlist and returns each video's metadata and transcript in a single call. Pass "search: your query" instead of a channel to go straight from a question to transcripts without knowing which creator to ask - the top results come back with full transcripts. Useful for building a corpus on a topic or from one creator.
youtube_transcriptReturns the transcript text for each video plus its language, whether the captions were auto-generated, word count, title and channel. Comma-separate up to 50 video URLs or ids. Videos with no captions come back with a status instead of text.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "io.github.leekung125/web-data-toolkit",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://web-data-toolkit.vercel.app/mcp",
      "type": "streamable-http",
      "headers": [
        {
          "name": "x-api-key",
          "isSecret": true,
          "isRequired": true,
          "description": "Start with the shared demo key wdt_demo_public; for a personal key open a GitHub issue. A RapidAPI key does not work here."
        }
      ]
    }
  ],
  "version": "1.2.0",
  "repository": {
    "url": "https://github.com/leekung125/web-data-toolkit-mcp",
    "source": "github"
  },
  "websiteUrl": "https://web-data-toolkit.vercel.app",
  "description": "YouTube transcripts (video, channel, search), Google Trends, Google Play and App Store reviews."
}