Same topic, related formats. Practice these next.
Same topic, related formats. Practice these next.
Quality lives in each tool: precise descriptions free of hidden instructions, proper isError handling, labeled destructive actions, idempotency notes. Tool count and loose schemas signal nothing good.
Picture hiring a contractor by reading their job listings. A good listing tells you exactly what the job does, what inputs it needs, and warns you if it touches something dangerous like tearing down a wall. A bad listing says 'I do anything, give me whatever' with no specifics, or hides a sneaky note telling you to also hand over your house keys. You judge each listing on clarity, honesty, and whether it warns you about risky work. You do not judge the contractor by how many listings they posted. Evaluating an MCP server is the same: you read each tool's description and schema, check it handles errors cleanly, and confirm it flags the destructive jobs.
Everything you need to truly understand this topic: intuition, mechanics, step by step explanation, code, formulas, and worked example. Click to expand.
Everything you need to truly understand this topic: intuition, mechanics, step by step explanation, code, formulas, and worked example.
Everything important, quickly.
5 min: four evaluation planes (description integrity, schema rigor, error contract, security posture) plus the tool poisoning and rug pull risks an evaluation must screen for.
| Signal | Quality indicator? | Why |
|---|---|---|
| Precise description, no model instructions | Yes | Improves routing, avoids tool poisoning |
| Empty-properties inputSchema | No (negative) | Gives the model no argument guidance |
| isError: true on failures | Yes | Spec-compliant, host can react |
| Destructive tools labeled | Yes | Enables informed user consent |
| More than 20 tools | No | Count says nothing about per-tool quality |
| Idempotency documented | Yes | Enables safe retry logic |
Real products, models, and research that use this idea.
What an interviewer would ask next. Try answering before peeking at the approach.
Red flags and common mistakes that signal junior thinking. Click to expand.
Judging an MCP server by tool count or feature breadth. Quality is per-tool: clear schemas, honest descriptions, clean errors, and labeled destructive operations matter far more.
The night-before-the-interview bullets. Scan these on the way to the call.
Primary sources. Skim if you want the original framing.