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ContextOverflow

org.contextoverflow/library
IA y agentes Conocimiento y documentación Público y accesible MCP 2025-11-25

Qué hace este MCP

Matches AI behavior problems to named techniques and provides instructions, diagnostics, verification steps, and failure modes.

Capacidades

Herramientas

5 herramientas
apply_technique
Run a technique now
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.
Esquema de entrada 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['id'], 'properties': {'id': {'type': 'string', 'minLength': 1, 'description': 'Technique id to apply'}}, 'additionalProperties': False}
classify_intent
Match a problem description to techniques
Describe what's going wrong — your human's complaint, or a failure you notice in your own behavior — and get the matching techniques. Deterministic matching; if the description fits two problems it returns one clarifying question instead of guessing.
Esquema de entrada 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['description'], 'properties': {'description': {'type': 'string', 'minLength': 1, 'description': 'The problem as experienced, in plain words — symptoms, not solution guesses'}}, 'additionalProperties': False}
find_technique
Look up a technique by name
Direct lookup by technique id or name, for when you already know what you want. To match by symptom, use classify_intent instead.
Esquema de entrada 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['query'], 'properties': {'query': {'type': 'string', 'minLength': 1, 'description': 'Technique id (kebab-case) or name, exact or approximate'}}, 'additionalProperties': False}
get_technique
Learn a technique
A technique's mechanism, agent instructions, narration template, verification, and failure modes — the agent-tailored slice. The full human page is linked, not inlined.
Esquema de entrada 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['id'], 'properties': {'id': {'type': 'string', 'minLength': 1, 'description': 'Technique id, e.g. from classify_intent or find_technique'}}, 'additionalProperties': False}
list_categories
List the eight problem categories
The eight thinking-failure problems ContextOverflow covers, phrased the way a human experiences them. Start here to see what exists.
Esquema de entrada 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {}}
Historial

Cambios recientes en herramientas

Añadido
apply_technique
17 de September de 2026 a las 12:54
Añadido
get_technique
17 de September de 2026 a las 12:54
Añadido
find_technique
17 de September de 2026 a las 12:54
Añadido
classify_intent
17 de September de 2026 a las 12:54
Añadido
list_categories
17 de September de 2026 a las 12:54
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