ContextOverflow
Describe what's going wrong with your AI; get the named technique both of you can read. No auth.
| Endpoint | https://contextoverflow.org/mcp (streamable-http) |
|---|---|
| Registry version | 1.0.0 |
| Now | 5 tools · grade A (98) · pin ts_d90190ffbbff56c48d29001da3f0fcea · protocol 2025-06-18 |
| First / last listed | 2026-11-01 03:03 UTC / 2026-11-01 03:03 UTC |
| Grade over time | 2026-11-01: A (98), 5 tools |
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Tools: list_categories classify_intent find_technique get_technique apply_technique
list_categories | The eight thinking-failure problems ContextOverflow covers, phrased the way a human experiences them. Start here to see what exists. params: none |
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. params: description* |
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. params: query* |
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. params: id* |
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. params: id* |
Entries describe changes in tool definitions. They are not statements about a server, its quality or its author. The grade measures how the tool definitions fit model providers (token cost, schema compatibility, confusable names) as scored by the ToolFit engine at the time of the listing. JSON: append .json. Opt-out: how or hello@youraitools.co.