mcpcost

io.github.LanceRoylo/mcp

@neverranked/mcp

Is the io.github.LanceRoylo/mcp MCP server down? No. It answered initialize and tools/list in the probe of 2026-11-01.

AEO scoring, llms.txt audit, and agent-readiness checks for AI agents.

alive probed 2026-11-14 · unchanged since 2026-11-01

3tools
838tokens in Claude
0.4 %of Claude's 200k window
0.3×the median server
385 msto initialize
5 msto list tools
Run it
npx -y @neverranked/mcp@0.1.2 (stdio, probed in a container with the network off)
Host
npmjs.com
Reports itself as
@neverranked/mcp 0.1.0
Capabilities
tools
Instructions
none
Of a 1M window
<0.1 % of a 1M context window
Count
838 tokens in Claude, exact, measured 2026-10-25. With the Claude Code prefix mcp__…__ on each tool name: 862. The o200k_base estimate is 500. Counted again when the tool definitions change. Method.
Repository
https://github.com/LanceRoylo/neverranked
Website
https://neverranked.com/blog/the-first-aeo-mcp-server/
Registry
active, updated 2026-05-10 · registry entry
Changes
2 recorded, reachable in 2 of them. A row is added when the result, the tool count or the cost changes.

Most expensive tools

The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.68×.

Tool≈ Claude tokenso200k estimateShare of this server
agent_readiness_check33419940 %
llms_txt_check25815431 %
aeo_scan24614729 %

Compare this server with others.

More servers

Other registry entries on npmjs.com, the ones next to this name; all of them.

Servers that mention readiness or scoring.

History

We add a row when the result changes. A server with no change keeps its last row.

ProbedResultInitToolsClaudeo200k
2026-10-25 06:53alive207 ms3838500
2026-10-18 06:40alive385 ms3500

Badge for the README

mcpcost: alive

The result of the latest probe, the tool count and the token cost. The feed has an entry for every probe that changed them.

Atom feed

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