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szeiderMCP SERVER

Consult7 Large-Context Analysis

Hand a file set and a question to a large-context model on OpenRouter, and get the analysis back — or written to disk when it is too long to sit in the conversation.

by szeider ↗Model Routing, Multi-Model Consultation & Cost ControlCommunity

LABSCO SUMMARY

A second, larger model reads the files while your own session stays small.

Everything travels inside the one call — paths, query, model and mode — because nothing is remembered between calls, which is also what makes it cheap to send the same question to a different model when an answer looks wrong. Two of its own conventions are worth adopting: pass output_file for anything report-shaped, and on a hard question spawn three parallel calls with the query worded differently each time.

What it is

A single-tool server. One consultation call takes absolute file paths, a query, a model ID and a reasoning mode, assembles the files into one context, and returns that model's answer.

What you get

  • Any OpenRouter model named per call, so the file bundle can go to a 1M-context Gemini or a 2M-context Grok rather than to whatever you are chatting with
  • Three reasoning modes — fast for quick answers, mid for code reviews and bug analysis, think for security audits and complex refactoring
  • File lists that mix individual paths with wildcards in the filename, such as /path/src/*.py
  • output_file writes the answer to disk and returns only the path, so a long report never lands in the transcript
  • Zdr routes the call only to endpoints with a Zero Data Retention policy
  • Openrouter/fusion sends one query to a panel of frontier models and returns a judge's synthesis, with the mode setting the panel's research budget
  • __pycache__, .env, secrets.py, .git and node_modules are skipped when files are collected
  • The response footer reports what the call cost in USD

Requirements

An OpenRouter API key, passed on the launch command itself: uvx consult7 <YOUR_OPENROUTER_API_KEY>. That needs uv on the machine; nothing else is installed by hand. Paths must be absolute, wildcards belong in the filename rather than the directory, and the size a bundle may reach follows the context window of the model you name. MIT.

Setup effort

One command plus a key — uvx consult7 <YOUR_OPENROUTER_API_KEY>, then supply credentials

See installation options