AI & Machine Learning

hunchful.io

This server manages a Hunchful collaboration model by reading it, proposing refinements, adding hunches, suggesting questions, and finding complementary thinkers to enhance collaborative thinking.

1 endpoint7 known toolsFirst detected July 6, 2026Last detected July 17, 2026

ENDPOINT 1

https://hunchful.io/mcp

No auth detected

Known tools 7

read_model

Read a Hunchful collaboration model: its hunches (axis, pole, confidence), the axis ids you can refine, and how you're connected.

propose_refinement

Propose a refinement (provenance pointers only).

suggest_question

Suggest a NEW question/axis for the person — a dimension their model doesn't capture (situational axes welcome: name it 'When <situation>').

add_hunch

Record a NEW hunch the person just confirmed in conversation — a custom axis with their answer, added directly to their model (visible, revisable, removable by them).

find_complementary_thinkers

Which famous thinkers would COMPLETE this person — opposite poles on the axes where opposites unstick each other (not similarity).

find_matches

Look for complementary PEOPLE for the connected person (rule: agents propose, humans accept — this creates pending proposals the human decides on in their Hunchful hub; identities are never revealed here).

apply_refinement

Apply a refinement directly as one logged revision (append evidence pointers, nudge confidence).