mcpcost

io.github.mw-jeong/agentsumo-mcp

AgentSUMO

Is the AgentSUMO MCP server down? No. Installed with mcp<2, it started and listed its tools on 2026-11-02.

MCP server for LLM-driven SUMO traffic simulation, scenario design, and result analysis.

needs mcp<2 probed 2026-11-15 · unchanged since 2026-11-02

26tools, with mcp<2
22ktokens in Claude Opus 5.5
11.1 %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 2026-11-02.

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' agentsumo-mcp@0.1.2 (stdio, probed in a container with the network off)
Host
pypi.org
Reports itself as
SUMO Baseline 1.30.0
Capabilities
experimental, prompts, resources, tools
Repository
https://github.com/mw-jeong/AgentSUMO
Registry
active, updated 2026-06-05 · 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
xml_to_sqlite_tool1 55912 %
flow_generation_tool9407 %
reduce_lanes_tool7866 %
osm_extract7726 %
vehicle_generation_tool7516 %

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 simulation or analysis.

History

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

ProbedResultInitToolsClaudeo200k
2026-11-02 08:23needs mcp<23.6 s2622k13k
2026-10-19 07:00install failed

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'