io.github.trigeochiral/ryrank
RyRank
Is the RyRank MCP server down? No. It answered initialize and tools/list in the probe of 2026-10-31.
Cohere-compatible pay-per-call reranker, no signup, x402/USDC
alive probed 2026-11-14 · unchanged since 2026-10-31
1tools
383tokens in Claude Opus 5.5
0.2 %of Claude's 200k window
0.2×the median server
752 msto initialize
12 msto list tools
- Run it
- uvx ryrank-mcp@1.0.0 (stdio, probed in a container with the network off)
- Host
- pypi.org
- Reports itself as
- ryrank 1.0.0
- Capabilities
- tools
- Instructions
- none
- Of a 1M window
- <0.1 % of a 1M context window
- Count
- 383 tokens in Claude Opus 5.5, exact, measured 2026-10-17. With the Claude Code prefix mcp__…__ on each tool name: 392. The o200k_base estimate is 242. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/trigeochiral/ryrank-mcp
- Website
- https://trigeochiral.com
- Registry
- active, updated 2026-09-04 · registry entry
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.58×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| rerank | 383 | 242 | 100 % |
Compare this server with others.
More servers
Other registry entries on pypi.org, the ones next to this name; all of them.
- Apple TV MCP io.github.trevor-nichols/appletv-mcp · install failed
- io.github.trickyfalcon/mcp-defender · crashed on start
- io.github.trickyfalcon/mcp-msdefenderkql · crashed on start
- RGX — Snap Router + RyRank + Pricing-Truth io.github.trigeochiral/rgx · alive
- Snap Router io.github.trigeochiral/snap-router · alive
- Deskwright io.github.tristanmuzzu/deskwright · needs args
- unlimited-mcp io.github.triumsebas/unlimited-mcp · crashed on start
- OMEM io.github.troybrandonc-bit/omem · alive
Servers that mention ryrank or compatible or reranker.
- Rankwise com.tryrankwise/rankwise · alive
- Ranksmile com.tryranksmile/ranksmile · needs auth
- Everway MCP Server ai.everway/everway-mcp-server · needs auth
- MemoryRouter ai.memoryrouter/memoryrouter · alive
- Sleepwalker ai.sleepwalker/sleepwalker · needs auth
- Ledgy app.ledgy/ledgy · needs auth
- Manilo app.manilo/manilo · needs auth
- Scope (Legal) bid.scope/legal · needs auth
Badge for the README
The result of the latest probe, the tool count and the token cost. The feed has an entry for every probe that changed them.
A mail when this server changes
Stops answering, comes back, tool set or cost changes. One confirmation mail first, a stop link in every mail.
For the publisher
- The server answers initialize and tools/list. Nothing to fix.