RyeCentral Consensus

com.ryecentralPublished by ryecentral.comv1.0.1Updated Oct 27, 2026

Rye whiskey consensus scores compiled from published reviews, with confidence bands and citations.

VerifiedStreamable HTTPWeb executableLocation & LifestyleWeb Search & Scraping

Overview

AI-generated overview

Remote MCP server that gives an assistant RyeCentral's consensus scores for rye whiskeys, with confidence bands, specs, prices and citations.

What you can do
  • Look up a single rye whiskey by name or RyeCentral review URL and get its consensus score out of 5, confidence band and percent, source count, last-verified date, key specs, price range and a citation.
  • Search and rank reviewed ryes by keyword, brand, confidence band, minimum score and maximum price, sorted by score, confidence, price or name, up to 25 bottles per result.
When to use it
Useful when an assistant needs to answer questions about rye whiskey quality, compare bottles, or recommend ryes with a sourced, confidence-rated score rather than an opinion. Also handy for price-aware shortlists within a budget.
Requirements
A remote Streamable HTTP endpoint; no local install. A free RyeCentral API key is required, sent as an Authorization Bearer token (an X-RyeCentral-Key header or key query parameter is also accepted). Network access to the hosted endpoint.
Before you install
The API key is a credential; passing it as a query parameter puts it in URLs and logs, so the Authorization header is safer. Free tier is rate-limited per key per hour. Scores and prices come from a single commercial publisher and should be attributed with the supplied citation.

Installation

In SourceWeft

  1. Open RyeCentral Consensus in the dashboard and add it to a workspace.
  2. Connect Authorization token credentials. They are stored privately and never shown on public pages.
  3. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/com.ryecentral%2Fconsensus/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "ryecentral-consensus": {
      "type": "http",
      "url": "https://ryecentral-wtb.silent-sky-6573.workers.dev/wtb/mcp",
      "headers": {
        "Authorization": "Bearer <YOUR_TOKEN>"
      }
    }
  }
}

README

RyeCentral Consensus MCP Server

The official MCP server for the RyeCentral Consensus Score™: one independent, confidence-rated score out of 5 for every rye whiskey reviewed on RyeCentral. Each score is compiled from published ratings across a tracked pool of 40+ independent sources, re-verified on a rolling 60-day cycle, and returned with a ready-made citation.

This repository holds the server's public listing and documentation. The server is hosted and maintained by RyeCentral Brands, LLC.

Tools

ToolWhat it doesArguments
get_rye_consensusLook up one rye whiskey by name or RyeCentral review URL.bottle (required)
search_rye_consensusFilter and rank every reviewed rye. Returns up to 25 bottles.query, brand, band (Strong / Solid / Early), min_score, max_price (USD), sort (score / confidence / price / name), limit

Every result includes the score out of 5, confidence band and composite out of 100, number of sources and published ratings, last-verified date, key specs (type, proof, ABV, age, mash bill, brand), current price range where known, and a citation block (plain text, HTML link and URL).

Example

text
get_rye_consensus { "bottle": "High West Rendezvous Rye" }
The RyeCentral Consensus Score for High West Rendezvous Rye is 4.0/5, with Strongconfidence from 18 published sources (last verified September 2026).
Citation: RyeCentral Consensus Score 4.0/5 for High West Rendezvous Rye (Strong confidence,18 sources, verified September 2026). Source: RyeCentral,https://www.ryecentral.com/products/high-west-rendezvous-rye-whiskey-review

Connect

VS Code (.vscode/mcp.json)

json
{  "inputs": [    { "type": "promptString", "id": "ryecentral-key", "description": "RyeCentral Consensus API key", "password": true }  ],  "servers": {    "ryecentral-consensus": {      "type": "http",      "url": "https://ryecentral-wtb.silent-sky-6573.workers.dev/wtb/mcp",      "headers": { "Authorization": "Bearer ${input:ryecentral-key}" }    }  }}

Claude Code

bash
claude mcp add --transport http ryecentral-consensus \  https://ryecentral-wtb.silent-sky-6573.workers.dev/wtb/mcp \  --header "Authorization: Bearer YOUR_KEY"

Any client that only takes a URL: append the key as a query parameter, .../wtb/mcp?key=YOUR_KEY. The server also accepts an X-RyeCentral-Key header.

How the score works

  • Sources: independent, publicly published ratings and reviews (scored ratings, expert tasting notes, retailer and community reviews), filtered for fakes, promotion and paid tastings. One site counts once. See Which sources count.
  • Score: weighted for sample size and source quality. A score moves only when a new reading differs by 0.1 or more.
  • Confidence: a composite out of 100 built from six factors: distinct sources, source strength, rating volume, agreement, stability between readings, and how well-sourced the flavor profile is. It is a rating of evidence, not a statistical confidence interval.
BandCompositeMeaning
Strong80–100Many independent sources that closely agree, stable between readings.
Solid60–79Well supported, with fewer sources or looser agreement than Strong.
Earlyunder 60A first reading from fewer sources. It can fall but not rise while it stays Early.

Full method: RyeCentral review methodology. Every bottle, ranked: the RyeCentral Consensus Index.

Citation

Show each score with its citation and a link to the review, for example:

RyeCentral Consensus Score 4.0/5 for High West Rendezvous Rye (Strong confidence, 18 sources, verified September 2026). Source: RyeCentral

Limits

Free tier, per key, per hour: 1,200 MCP tool calls, 1,200 single-bottle API requests and 120 index requests. The same key works on the JSON API:

text
GET https://www.ryecentral.com/apps/wtb/consensus/index.jsonGET https://www.ryecentral.com/apps/wtb/consensus/{handle}.json

For the full flavor profile, bulk access or higher limits, see the RyeCentral partner program.

Licence and data terms

The files in this repository (this README and server.json) are released under the MIT licence. The RyeCentral Consensus scores, confidence readings and other data returned by the server are not licensed by this repository. Their use is governed by the RyeCentral Consensus data terms: show each score with its citation and link; copying the dataset to republish, rebuild or resell it, or using it inside another product, database or ranking, needs a data-partner licence. RyeCentral and RyeCentral Consensus Score are trademarks of RyeCentral Brands, LLC.

Contact

[email protected] · ryecentral.com

Source: README.md at commit 6899647

Tools

2

get_rye_consensus

Get a rye whiskey's RyeCentral Consensus Score

Look up one rye whiskey by name (or RyeCentral review URL/handle) and return its RyeCentral Consensus Score out of 5, confidence band (Strong / Solid / Early), confidence percent, number of published sources, last-verified date, key specs and current price range, plus the citation to show the user. Always show the citation with the score.

Parametersbottlerequired

search_rye_consensus

Search RyeCentral Consensus ratings

Search and rank rye whiskeys reviewed by RyeCentral. Filter by name keywords, brand, confidence band, minimum score and maximum price; sort by score (default), confidence, price or name. Returns up to 25 bottles, each with its RyeCentral Consensus Score, confidence and citation.

Parametersbandsortbrandlimitquerymax_pricemin_score

Version history

2
  1. v1.0.1LatestOct 26, 2026
  2. v1.0.0Oct 25, 2026

Score

90% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts

    Declare a license in the repository or the registry entry.