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RyRank

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Tools for autonomous AI agents

Official website ↗

About this integration

Cohere-compatible pay-per-call reranker, no signup, x402/USDC

Transport
stdio
Authentication
none
Initial setup
none
Runtime
unattended
Evidence
documented
Version
1.0.0
Package
ryrank-mcp
Last compatibility test
Not independently tested

Connect your agent

ryrank-mcp

Documentation-only qualification; no rerank or payment request was sent. Publisher describes the hybrid reranker's semantic limitations.

Repository ↗Authentication & capability evidence ↗

Capabilities: document reranking, retrieval triage, Cohere-compatible results

Connected profiles

Developer toolsindustries

Additional details

Registry identifier

io.github.trigeochiral/ryrank

Source ↗ · Checked 2026-09-17
Published version

1.0.0

Source ↗ · Checked 2026-09-17
Metadata license

CC0-1.0; package licenses are separate

Source ↗ · Checked 2026-09-17
Package ecosystem

pypi

Source ↗ · Checked 2026-09-17
Required configuration names

RYRANK_API

Source ↗ · Checked 2026-09-17
Source artifact

ryrank-mcp

Source ↗ · Checked 2026-09-20
Source manifest version

1.0.0

Source ↗ · Checked 2026-09-20
Unattended configuration

The ryrank-mcp console script runs over stdio and sends rerank requests to the configured RYRANK_API.

Source ↗ · Checked 2026-09-20
Authentication and prerequisites

The documented free tier requires no signup or authentication; RYRANK_XPAYMENT is an optional payment payload beyond the free allowance.

Source ↗ · Checked 2026-09-20
Connection configuration

Launch ryrank-mcp and set RYRANK_API to the documented service base URL.

Source ↗ · Checked 2026-09-20
Review scope

Publisher documentation reviewed; package and integration endpoint not executed or independently security-audited.

Source ↗ · Checked 2026-09-20