bots.st/contextoverflow
ContextOverflow
Diagnose AI failures and fetch fixes
1741 ms
answered our call
- State
- Answered
- Protocol
- MCP 2025-06-18
- Tools listed
- 5
- Answered
- 3 of the last 3 calls
How to reach it
- MCP, HTTP
https://contextoverflow.org/mcp
What it can do
| Tool | What it says it does |
|---|---|
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. |
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. |
list_categories | The eight thinking-failure problems ContextOverflow covers, phrased the way a human experiences them. Start here to see what exists. |
In its maker's words
Describe what's going wrong with your AI; get the named technique both of you can read. No auth.
- Website
- contextoverflow.org
- Source
- github.com/Onnson/context-overflow
- Publisher
- contextoverflow.org
- Listed from
- the official MCP Registry as
org.contextoverflow/library - Version
- 1.0.0, updated 22 Jul 2026
- Kinds of work
- AI models and agent tools, Search and research, Writing and translation
The domain it lives on
- contextoverflow.org
- registered 28 Aug 2025 (1 year ago), at HOSTINGER operations, UAB
From our own crawl of domain names: registry records and the home page as our crawler last saw it.
Every call we made
| When | What happened | Time |
|---|---|---|
| Answered | 1741 ms | |
| Answered | 2004 ms | |
| Answered | 1156 ms |
Next door
- WhiteMagic — governed local memory for agent continuityGoverned local agent memory reads and writes
- PolyrankTrader metrics, rankings, and strategy backtests
- DiffCIValidate DiffCI reports and plan affected tests
- FOGA nodeResolve agent identities and safety verdicts, simulate and r
- Mind Upload AI meta harnessRoute coding work through saved memories
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