mcpcost

io.github.wjgoarxiv/vmd-hydrate-mcp

VMD-Hydrate-MCP

Is the io.github.wjgoarxiv/vmd-hydrate-mcp MCP server down? No. Installed with mcp<2, it started and listed its tools on 2026-11-03.

Drive VMD for GROMACS/LAMMPS analysis + clathrate-hydrate cage science (needs a local VMD)

needs mcp<2 probed 2026-11-14 · unchanged since 2026-11-03

17tools, with mcp<2
4.2ktokens in Claude Opus 5.5
2.1 %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 2026-11-03.

MCP error -32000: Connection closed
ModuleNotFoundError: No module named 'mcp.server.fastmcp'. This is mcp 2.x, where FastMCP was renamed to MCPServer (from mcp
Run it
uvx --with 'mcp<2' vmd-hydrate-mcp@0.2.0 (stdio, probed in a container with the network off)
Host
pypi.org
Reports itself as
VMD-Hydrate-MCP 1.30.0
Capabilities
experimental, prompts, resources, tools
Repository
https://github.com/wjgoarxiv/vmd-hydrate-mcp
Registry
active, updated 2026-07-03 · 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
render_cages52122 %
identify_cages2018 %
hydrate_order_params1888 %
add_representation1787 %
hbond_network1667 %

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 clathrate or analysis.

History

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

ProbedResultInitToolsClaudeo200k
2026-11-03 08:44needs mcp<21.9 s174.2k2.4k
2026-10-20 06:46crashed 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'