The MisarCoder MCP server exposes two tools. Both wrap the gateway's chat completions engine.

Canonical schema

The exact JSON-schema for each tool is defined by the published MisarCoder MCP server. The reference below describes the tools' behavior and typical inputs; confirm precise field names and constraints against the installed server's tools/list response.

misarcoder_ask

Ask a question or request an explanation. Returns a concise, conversational answer. Use this for Q&A and for explaining code or behavior.

promptstringrequired

The question to ask, or the code/topic to explain.

contextstring

Optional additional context (e.g. a code snippet the question is about).

// tools/call
{
  "name": "misarcoder_ask",
  "arguments": { "prompt": "What does this regex do?", "context": "^\\d{4}-\\d{2}$" }
}

misarcoder_complete

Generate code. Recommended for larger generations (roughly >30 lines). Routes through the MoE engine for a fuller completion.

promptstringrequired

A description of the code to generate.

languagestring

Optional target language hint (e.g. typescript, python).

max_tokensinteger

Optional cap on generated length.

// tools/call
{
  "name": "misarcoder_complete",
  "arguments": { "prompt": "A debounce function with a cancel method", "language": "typescript" }
}

Notes

Both tools authenticate and route through the gateway, so they share its model routing and reasoning-effort behavior.
For programmatic access outside an MCP client, call the chat completions endpoint directly.

MCP Tools

misarcoder_ask

misarcoder_complete

Notes

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