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Any MCP client ​

bash
npx shibbo mcp

Starts a stdio MCP server. Most clients take the same entry:

json
{ "mcpServers": { "shibbo": { "command": "npx", "args": ["shibbo", "mcp"] } } }

The tools are listed in the MCP reference.

Getting the agent to use it ​

An MCP tool only helps if the agent calls it. Add this line to your instructions file (shibbo export and shibbo init add it for you):

text
After writing prose a person will read (docs, READMEs, PR text, UI copy), call the shibbo
check_text tool or run `npx shibbo check <file>`, and fix what it reports.

Agents follow this well for documents and less reliably for short chat replies. Where your harness has hooks, prefer them, since a hook runs every time.

Measurements from Graphite’s AI Tells (2026), CC BY 4.0. Code under MIT.