io.github.shigechika/gwsadm-mcp
Google Workspace Admin Security-Audit MCP
MCP server for Google Workspace security auditing — login audit, external sharing, daily brief
alive probed 2026-10-19
19tools
≈ 11ktokens, estimate
≈ 5.6 %of Claude's 200k window
7.8×the median server
3.5 sto initialize
8 msto list tools
- Run it
- uvx gwsadm-mcp==0.21.0 (stdio, probed in a container with the network off)
- Host
- pypi.org
- Reports itself as
- gwsadm-mcp 0.21.0
- Capabilities
- prompts, resources, tools
- Instructions
- none
- Of a 1M window
- ≈ 1.1 % of a 1M context window, estimate
- Claude count
- The count_tokens endpoint refused the tool schemas: invalid x-api-key. The estimate stands in.
- Repository
- https://github.com/shigechika/gwsadm-mcp
- Registry
- active, updated 2026-10-17 · registry entry
- Reachable
- 1 of the last 1 probe
Most expensive tools
Estimates with the o200k_base tokenizer.
| Tool | o200k estimate | Share of this server |
|---|---|---|
| dmarc_rua_summary | 1 116 | 10 % |
| user_activity | 1 041 | 9 % |
| compromise_sweep | 989 | 9 % |
| drive_external_sharing | 935 | 8 % |
| gmail_message_trace | 703 | 6 % |
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
- This server is in the heaviest 10 % of the registry. Its 5 most expensive tools are 43 % of the cost. Shorter descriptions, fewer optional parameters and fewer tools cut the cost. The command npx mcpcost --url <endpoint> --tools 50 lists every tool with its cost.
- The Anthropic count_tokens endpoint refused the tool schemas (invalid x-api-key). A client that validates schemas can refuse them too.