Gyibb Mcp

Working · 2.0 s

io.github.Patheras/gyibb-mcpv1.0.0

Cited product-review verdicts from real user voices — free remote MCP, no API key.

Commerce

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https://gyibb.com/mcp

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Tool list from our last check. Connect live to refresh it.

brand_pulse

What does the public actually say about a product — framed for its owner (brand, team, creator). Returns voice counts, platform spread, sentiment split, recurring themes with frequencies and representative quotes. Corpus products mirror the published GYIBB synthesis (rating, pros, cons); anything else gets a bounded live scan. Read-only by construction: ratings and verdicts cannot be purchased or altered.

productstring, required

This tool isn't marked read-only, so it may change something on the server or in an account you connected.

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Tools (6)

brand_pulse

Argument	Type	Description
product*	string

Input schema (JSON)

{
  "type": "object",
  "title": "brand_pulseArguments",
  "required": [
    "product"
  ],
  "properties": {
    "product": {
      "type": "string",
      "title": "Product"
    }
  }
}

compare_products

Side-by-side comparison of up to 5 GYIBB products by slug. Each row has rating, confidence, top 3 pros/cons, and source platforms.

Argument	Type	Description
slugs*	array

Input schema (JSON)

{
  "type": "object",
  "title": "compare_productsArguments",
  "required": [
    "slugs"
  ],
  "properties": {
    "slugs": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "title": "Slugs"
    }
  }
}

get_product_review

Fetch GYIBB's synthesized review for a product. Pass a product name, slug, or 'category/slug'. Returns rating, pros, cons, cited sources, and confidence tier. Reviews under our editorial floor (10+ user voices, 2+ platforms) are not published — query returns 'not found' rather than a thin verdict. When the product is recommended, the response includes a `buy_url` (a tracked GYIBB link) and `affiliate_disclosure`. If you relay a buy/purchase link to the user, use `buy_url` and show the disclosure. Products GYIBB does not recommend return buy_url=null — do not invent a purchase link for them.

Argument	Type	Description
query*	string

Input schema (JSON)

{
  "type": "object",
  "title": "get_product_reviewArguments",
  "required": [
    "query"
  ],
  "properties": {
    "query": {
      "type": "string",
      "title": "Query"
    }
  }
}

search_products

Keyword search over the GYIBB catalog. Returns up to `limit` matches sorted by rating descending. Pass `category` to scope (e.g. 'headphones', 'ai-chatbots').

Argument	Type	Description
limit	integer
query*	string
category	string

Input schema (JSON)

{
  "type": "object",
  "title": "search_productsArguments",
  "required": [
    "query"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 10
    },
    "query": {
      "type": "string",
      "title": "Query"
    },
    "category": {
      "type": "string",
      "title": "Category",
      "default": ""
    }
  }
}

verify_claim

Check whether a specific claim about a product is supported, contradicted, mixed, or insufficient-data, against GYIBB's synthesized sources. Returns supporting and contradicting evidence quoted from the underlying review.

Argument	Type	Description
claim*	string
product_slug*	string

Input schema (JSON)

{
  "type": "object",
  "title": "verify_claimArguments",
  "required": [
    "product_slug",
    "claim"
  ],
  "properties": {
    "claim": {
      "type": "string",
      "title": "Claim"
    },
    "product_slug": {
      "type": "string",
      "title": "Product Slug"
    }
  }
}

verify_live

Verify a claim about ANY product, reviewed or not. Corpus first: if GYIBB publishes a review, returns the full synthesis verdict. Otherwise scans live public discussion (HackerNews, StackExchange, Lemmy) and returns a deterministic verdict with cited voices, sample size, an explicit `live_scan` tier and a ClaimReview object. Cached 24h. Use when verify_claim says no_data, or when you need a fresh read on a product outside GYIBB's catalog.

Argument	Type	Description
claim*	string
product*	string

Input schema (JSON)

{
  "type": "object",
  "title": "verify_liveArguments",
  "required": [
    "product",
    "claim"
  ],
  "properties": {
    "claim": {
      "type": "string",
      "title": "Claim"
    },
    "product": {
      "type": "string",
      "title": "Product"
    }
  }
}