Search / io.github.Patheras/gyibb-mcp
gyibb-mcp
R0· no sign-inCited product-review verdicts from real user voices — free remote MCP, no API key.
v1.0.0 · active · repository · website · descriptor JSON · versions
Search / io.github.Patheras/gyibb-mcp
R0· no sign-inCited product-review verdicts from real user voices — free remote MCP, no API key.
v1.0.0 · active · repository · website · descriptor JSON · versions
{
"mcpServers": {
"gyibb-mcp": {
"type": "http",
"url": "https://gyibb.com/mcp"
}
}
}claude mcp add --transport http gyibb-mcp https://gyibb.com/mcp[mcp_servers.gyibb-mcp]
url = "https://gyibb.com/mcp"
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"gyibb-mcp": {
"type": "remote",
"url": "https://gyibb.com/mcp",
"enabled": true
}
}
}{
"mcpServers": {
"gyibb-mcp": {
"type": "http",
"url": "https://gyibb.com/mcp"
}
},
"deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=gyibb-mcp&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vZ3lpYmIuY29tL21jcCJ9"
}{
"servers": {
"gyibb-mcp": {
"type": "http",
"url": "https://gyibb.com/mcp"
}
}
}{
"mcpServers": {
"gyibb-mcp": {
"httpUrl": "https://gyibb.com/mcp"
}
}
}extensions:
"gyibb-mcp":
enabled: true
name: "gyibb-mcp"
type: streamable_http
uri: "https://gyibb.com/mcp"
timeout: 300
protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28protocol.statelessonly applies to 2026-07-28 serversprotocol.transportstreamable HTTPprotocol.list_ttlonly applies to 2026-07-28 serversauth.prm, auth.as_metadata, auth.cimdno remote uses OAuthauth.secret_in_urlno templated URLtools.descriptionsevery tool has a descriptiontools.description_lengthdescriptions are concisetools.schemasevery tool has an object input schematools.annotationsno tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky onestools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: get_product_review (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); verify_claim (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); verify_live (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …tools.token_costabout 861 tokens to load every tooltools.api_dumptools are not a one-to-one API dumpstability.changesno tool changes in 30 daysstability.rug_pullno tool changed its meaning under the same namedeps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI packageNo 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.
+repository +namespace-matches-repo +website +reachable +uptime-95% ~updated-152d-ago
Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.
| remote | auth | reachable | uptime 30d | p50 | protocol | last ok |
|---|---|---|---|---|---|---|
https://gyibb.com/mcp streamable-http | none | yes | 95% | 722 ms | 2025-11-25 | 2026-10-20 |
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. |
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. |
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. |
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'). |
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 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. |
Schemas: list_tools.
{
"name": "io.github.Patheras/gyibb-mcp",
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"remotes": [
{
"url": "https://gyibb.com/mcp",
"type": "streamable-http"
}
],
"version": "1.0.0",
"repository": {
"url": "https://github.com/Patheras/gyibb-mcp",
"source": "github"
},
"websiteUrl": "https://gyibb.com/for-agents",
"description": "Cited product-review verdicts from real user voices — free remote MCP, no API key."
}