generated: '2026-09-03'
method: derived
source: mcp/chocodata-mcp.yml + openapi/chocodata-openapi.json + https://raw.githubusercontent.com/ChocoData-com/chocodata-mcp/main/bin/server.js
surfaces:
  openapi: openapi/chocodata-openapi.json (11 operations; the generic GET /api/v1/{site}/{resource} covers the full 499-endpoint catalog)
  mcp: chocodata-mcp v0.1.0, local stdio only (npx -y chocodata-mcp) — no hosted endpoint; live schemas read from the provider's own server source, not gated
  graphql: none
coverage:
  mcp_tools: 12
  rest_operations: 11
  tools_bound: 12
  rest_only_operations: 8
crosswalk:
  - tool: amazon_product
    category: e-commerce
    rest: [getProduct]
    binding: dedicated
    confidence: high
    note: Same params (query ASIN/ISBN or url, domain, language) as GET /api/v1/amazon/product.
  - tool: amazon_search
    category: e-commerce
    rest: [getSearch]
    binding: dedicated
    confidence: high
    note: GET /api/v1/amazon/search.
  - tool: walmart_product
    category: e-commerce
    rest: [scrape]
    binding: generic-shape
    confidence: high
    note: walmart/product is served by the generic {site}/{resource} operation; the spec documents dedicated endpoints by example only. Takes url or id, rejects query.
  - tool: walmart_search
    category: e-commerce
    rest: [scrape]
    binding: generic-shape
    confidence: high
  - tool: ebay_product
    category: e-commerce
    rest: [scrape]
    binding: generic-shape
    confidence: high
  - tool: ebay_search
    category: e-commerce
    rest: [scrape]
    binding: generic-shape
    confidence: high
  - tool: bing_search
    category: search
    rest: [scrape]
    binding: generic-shape
    confidence: high
    note: Takes q, not query — the tool schema mirrors the endpoint's real parameter name.
  - tool: bing_images
    category: search
    rest: [scrape]
    binding: generic-shape
    confidence: high
  - tool: tiktok_profile
    category: social
    rest: [scrape]
    binding: generic-shape
    confidence: high
  - tool: youtube_video
    category: video
    rest: [scrape]
    binding: generic-shape
    confidence: high
  - tool: instagram_profile
    category: social
    rest: [scrape]
    binding: generic-shape
    confidence: high
  - tool: scrape
    category: generic
    rest: [scrape]
    binding: direct
    confidence: high
    note: The escape hatch — target + resource + params maps 1:1 onto GET /api/v1/{site}/{resource}.
mcp_only: []
rest_only:
  - operation: universalGet
    reason: Universal Web Scraper (GET /api/v1/universal/get) has no dedicated tool; reachable via the generic scrape tool with target universal, resource get.
  - operation: getAppStoreProduct
    reason: No dedicated tool; reachable via the generic scrape tool.
  - operation: getAppStoreReviews
    reason: No dedicated tool; reachable via the generic scrape tool.
  - operation: getGooglePlayProduct
    reason: No dedicated tool; reachable via the generic scrape tool.
  - operation: getYouTubeTranscript
    reason: No dedicated tool; reachable via the generic scrape tool.
  - operation: getYouTubeComments
    reason: No dedicated tool; reachable via the generic scrape tool.
  - operation: getRedditPost
    reason: No dedicated tool; reachable via the generic scrape tool.
  - operation: createBatch
    reason: Async batch submission (POST) is not exposed as an MCP tool; the SDKs do not wrap it either — raw HTTP only.