mcpcost

io.github.CSOAI-ORG/meok-quantum-scoring-mcp

quantum-scoring-mcp

Is the io.github.CSOAI-ORG/meok-quantum-scoring-mcp MCP server down? No. Installed with mcp<2, it started and listed its tools on 2026-11-13.

MEOK AI Labs - quantum-scoring MCP server extracted from SOV3

needs mcp<2 probed 2026-11-15 · unchanged since 2026-11-13

2tools, with mcp<2
241tokens in Claude Opus 5.5
0.1 %of Claude's 200k window

A plain install of the package stops at the import below. These tool definitions are from a second install with mcp<2, started in a container with the network off, on 2026-11-13.

MCP error -32000: Connection closed
 in <module>
    raise ModuleNotFoundError(_MESSAGE, name=__name__)
ModuleNotFoundError: No module named 'mcp.server.fastmcp
Run it
uvx --with 'mcp<2' meok-quantum-scoring-mcp@1.0.5 (stdio, probed in a container with the network off)
Host
pypi.org
Reports itself as
quantum-scoring-mcp 1.30.0
Capabilities
experimental, prompts, resources, tools
Registry
active, updated 2026-09-05 · registry entry
Changes
2 recorded, reachable in 0 of them. A row is added when the result, the tool count or the cost changes.

Most expensive tools

Estimates with the o200k_base tokenizer.

Toolo200k estimateShare of this server
quantum_memory_search7056 %
quantum_score_memories5444 %

Compare this server with others.

More servers

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

Servers that mention quantum.

History

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

ProbedResultInitToolsClaudeo200k
2026-11-13 08:49needs mcp<21.0 s2241124
2026-10-16 06:25crashed on start

Badge for the README

mcpcost: needs mcp<2

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

The cause and the fix, with the code before and after: ModuleNotFoundError: No module named 'mcp.server.fastmcp'