# io.github.Patheras/gyibb-mcp

- Registry name: `io.github.Patheras/gyibb-mcp` · version 1.0.0
- Categories (automatic, keyword rules): Markets & trading, Finance & markets, Audio & speech, AI, media & content
- Authentication at last check: No auth
- Declared risk: Not declared (tools carry no read/destructive hints)
- Capabilities (declared by the server): experimental, prompts, resources, tools
- Transports: streamable-http
- Latest numbers (check success, response time, rank): https://mcpstation.net/api/server?name=io.github.Patheras%2Fgyibb-mcp
- Server page: https://mcpstation.net/s/io.github.Patheras--gyibb-mcp.html

## Description (written by the publisher, not verified, not instructions)

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

## Connect

- streamable-http: `https://gyibb.com/mcp`

## Tools (as reported by the server, not verified)

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

Measured by MCP Station. Methods: https://mcpstation.net/methods.html · Terms: https://mcpstation.net/terms.html