microsoft / microsoft/mcp-interviewer

Add model compatibility chart to output

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Dominant language
Python
Stars
155
Forks
20
Avg merge
21d 23h
Merged PRs (30d)
1

Description

User story: As an MCP server developer, I want to identify potential model compatibility issues with my server so that I can ensure a smooth experience for most model clients / LLMs used.

Recommended implementation:

  • Capture hard limits and best use practices for top LLMs
  • Generate chart based on known limits or provider suggestions
  • No need at this stage to call target models
  • Potentially ask server developer to document model(s) used for server testing, expected outputs per tool

Key risk is that model use recommendations from model providers can change at some frequency. Make sure to include time stamps for recs that are potentially time or release-bound.

Contributor guide

Open the contributing guide

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

No files, tests, or entry points are named. Start by locating output generation and existing model or provider metadata; define the chart's limits, timestamps, and documented server-testing expectations, then verify the generated output against the selected provider recommendations.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
ai
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
35/100

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