CO

ContextOverflow

org.contextoverflow/library

Describe what's going wrong with your AI; get the named technique both of you can read. No auth.

Yes, your AI can use this right now.Answered a live MCP handshake in 259 ms with no sign-in needed and exposes 5 tools.

Connect it

Settings → Connectors → Add custom connector
URL: https://contextoverflow.org/mcp

5 tools, verified live

Pulled straight from the server with tools/list on 2026-10-18.
list_categories

The eight thinking-failure problems ContextOverflow covers, phrased the way a human experiences them. Start here to see what exists.

classify_intent

Describe what's going wrong — your human's complaint, or a failure you notice in your own behavior — and get the matching techniques. Deterministic matching; if the description fits two problems it returns one clarifying question instead of guessing.

find_technique

Direct lookup by technique id or name, for when you already know what you want. To match by symptom, use classify_intent instead.

get_technique

A technique's mechanism, agent instructions, narration template, verification, and failure modes — the agent-tailored slice. The full human page is linked, not inlined.

apply_technique

The minimal executable scaffold: steps (or self-diagnostic for anti-patterns), the narration line to say to your human, and the verification check that proves it worked.

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